Jiawei Han

1398 papers A* 382A 112B 59C 16Misc 8Journal 486Unranked 263
YearRankTypeTitle / Venue / Authors
2026 J jnl
Condition-Gated Reasoning for Context-Dependent Biomedical Question Answering.
CoRR
Jash Rajesh Parekh, Wonbin Kweon, Joey Chan, Rezarta Islamaj, Robert Leaman, Pengcheng Jiang, Chih-Hsuan Wei, Zhizheng Wang, Zhiyong Lu, Jiawei Han
2026 J jnl
Efficient, Property-Aligned Fan-Out Retrieval via RL-Compiled Diffusion.
CoRR
Pengcheng Jiang, Judith Yue Li, Moonkyung Ryu, R. Lily Hu, Kun Su, Zhong Yi Wan, Liam Hebert, Hao Peng, Jiawei Han, Dima Kuzmin, Craig Boutilier
2026 J jnl
Grounding Agent Memory in Contextual Intent.
CoRR
Ruozhen Yang, Yucheng Jiang, Yueqi Jiang, Priyanka Kargupta, Yunyi Zhang, Jiawei Han
2026 J jnl
Improving Scientific Document Retrieval with Academic Concept Index.
CoRR
Jeyun Lee, Junhyoung Lee, Wonbin Kweon, Bowen Jin, Yu Zhang, Susik Yoon, Dongha Lee, Hwanjo Yu, Jiawei Han, SeongKu Kang
2026 J jnl
Instructor-Aligned Knowledge Graphs for Personalized Learning.
CoRR
Abdulrahman Alrabah, Priyanka Kargupta, Jiawei Han, Abdussalam Alawini
2026 J jnl
Learning to Predict Future-Aligned Research Proposals with Language Models.
CoRR
Heng Wang, Pengcheng Jiang, Jiashuo Sun, Zhiyi Shi, Haofei Yu, Jiawei Han, Heng Ji
2026 J jnl
MultiCube-RAG for Multi-hop Question Answering.
CoRR
Jimeng Shi, Wei Hu, Runchu Tian, Bowen Jin, Wonbin Kweon, SeongKu Kang, Yunfan Kang, Dingqi Ye, Sizhe Zhou, Shaowen Wang, Jiawei Han
2026 J jnl
Natural language processing of biomedical text to map and prioritize protein-disease associations in HFpEF.
Comput. Biol. Medicine
Clodomir J. Santana Jr., Chitra Mukherjee, Arnib Quazi, Ronaldo Menezes, Vladimir Filkov, Dibakar Sigdel, Howard Choi, Imo Ebong, Padmini Sirish, Nicholas R. Anderson, Xuan Wang, Heng Ji, Jiawei Han, Baback Roshanravan, Leighton T. Izu, Thomas W. Smith, Nipavan Chiamvimonvat, Colleen E. Clancy, Martin Cadeiras, David Liem
2026 A* conf
PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document Retrieval.
WWW
Wonbin Kweon, Runchu Tian, SeongKu Kang, Pengcheng Jiang, Zhiyong Lu, Jiawei Han, Hwanjo Yu
2026 J jnl
Pave Your Own Path: Graph Gradual Domain Adaptation on Fused Gromov-Wasserstein Geodesics.
Trans. Mach. Learn. Res.
Zhichen Zeng, Ruizhong Qiu, Wenxuan Bao, Tianxin Wei, Xiao Lin, Yuchen Yan, Tarek F. Abdelzaher, Jiawei Han, Hanghang Tong
2026 J jnl
PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents.
CoRR
Ke Yang, Zixi Chen, Xuan He, Jize Jiang, Michel Galley, Chenglong Wang, Jianfeng Gao, Jiawei Han, ChengXiang Zhai
2026 J jnl
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey.
CoRR
Wei-Chieh Huang, Weizhi Zhang, Yueqing Liang, Yuanchen Bei, Yankai Chen, Tao Feng, Xinyu Pan, Zhen Tan, Yu Wang, Tianxin Wei, Shanglin Wu, Ruiyao Xu, Liangwei Yang, Rui Yang, Wooseong Yang, Chin-Yuan Yeh, Hanrong Zhang, Haozhen Zhang, Siqi Zhu, Henry Peng Zou, Wanjia Zhao, Song Wang, Wujiang Xu, Zixuan Ke, Zheng Hui, Dawei Li, Yaozu Wu, Langzhou He, Chen Wang, Xiongxiao Xu, Baixiang Huang, Juntao Tan, Shelby Heinecke, Huan Wang, Caiming Xiong, Ahmed A. Metwally, Jun Yan, Chen-Yu Lee, Hanqing Zeng, Yinglong Xia, Xiaokai Wei, Ali Payani, Yu Wang, Haitong Ma, Wenya Wang, Chenguang Wang, Yu Zhang, Xin Wang, Yongfeng Zhang, Jiaxuan You, Hanghang Tong, Xiao Luo, Xue Liu, Yizhou Sun, Wei Wang, Julian J. McAuley, James Zou, Jiawei Han, Philip S. Yu, Kai Shu
2026 J jnl
Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation.
CoRR
Jiashuo Sun, Pengcheng Jiang, Saizhuo Wang, Jiajun Fan, Heng Wang, Siru Ouyang, Ming Zhong, Yizhu Jiao, Chengsong Huang, Xueqiang Xu, Pengrui Han, Peiran Li, Jiaxin Huang, Ge Liu, Heng Ji, Jiawei Han
2026 J jnl
Sparking Scientific Creativity via LLM-Driven Interdisciplinary Inspiration.
CoRR
Priyanka Kargupta, Shuhaib Mehri, Dilek Hakkani-Tur, Jiawei Han
2026 J jnl
Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs.
CoRR
Pengrui Han, Xueqiang Xu, Keyang Xuan, Peiyang Song, Siru Ouyang, Runchu Tian, Yuqing Jiang, Cheng Qian, Pengcheng Jiang, Jiashuo Sun, Junxia Cui, Ming Zhong, Ge Liu, Jiawei Han, Jiaxuan You
2026 J jnl
TaSR-RAG: Taxonomy-guided Structured Reasoning for Retrieval-Augmented Generation.
CoRR
Jiashuo Sun, Yixuan Xie, Jimeng Shi, Shaowen Wang, Jiawei Han
2026 A* conf
WiNELL: Wikipedia Never-Ending Updating with LLM Agents.
WWW
Revanth Gangi Reddy, Tanay Dixit, Jiaxin Qin, Cheng Qian, Daniel Lee, Jiawei Han, Kevin Small, Xing Fan, Ruhi Sarikaya, Heng Ji
2026 — conf
Zero-Shot Open-Schema Entity Structure Discovery.
EACL (Volume 1: Long Papers)
Xueqiang Xu, Jinfeng Xiao, James Barry, Mohab Elkaref, Jiaru Zou, Pengcheng Jiang, Yunyi Zhang, Maxwell J. Giammona, Geeth de Mel, Jiawei Han
2025 A* conf
A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts.
ICLR
Suyu Ge, Xihui Lin, Yunan Zhang, Jiawei Han, Hao Peng
2025 J jnl
A Simple Yet Strong Baseline for Long-Term Conversational Memory of LLM Agents.
CoRR
Sizhe Zhou, Jiawei Han
2025 J jnl
A Survey on Retrieval And Structuring Augmented Generation with Large Language Models.
CoRR
Pengcheng Jiang, Siru Ouyang, Yizhu Jiao, Ming Zhong, Runchu Tian, Jiawei Han
2025 — conf
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion.
ACL (Findings)
Yanzhen Shen, Yu Zhang, Yunyi Zhang, Jiawei Han
2025 J jnl
Adaptation of Agentic AI.
CoRR
Pengcheng Jiang, Jiacheng Lin, Zhiyi Shi, Zifeng Wang, Luxi He, Yichen Wu, Ming Zhong, Peiyang Song, Qizheng Zhang, Heng Wang, Xueqiang Xu, Hanwen Xu, Pengrui Han, Dylan Zhang, Jiashuo Sun, Chaoqi Yang, Kun Qian, Tian Wang, Changran Hu, Manling Li, Quanzheng Li, Hao Peng, Sheng Wang, Jingbo Shang, Chao Zhang, Jiaxuan You, Liyuan Liu, Pan Lu, Yu Zhang, Heng Ji, Yejin Choi, Dawn Song, Jimeng Sun, Jiawei Han
2025 J jnl
An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents.
CoRR
Bowen Jin, Jinsung Yoon, Priyanka Kargupta, Sercan Ö. Arik, Jiawei Han
2025 J jnl
Benchmarking Retrieval-Augmented Generation for Chemistry.
CoRR
Xianrui Zhong, Bowen Jin, Siru Ouyang, Yanzhen Shen, Qiao Jin, Yin Fang, Zhiyong Lu, Jiawei Han
2025 — conf
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims.
ACL (1)
Priyanka Kargupta, Runchu Tian, Jiawei Han
2025 J jnl
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims.
CoRR
Priyanka Kargupta, Runchu Tian, Jiawei Han
2025 A* conf
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations.
AAAI
Pengcheng Jiang, Cao Xiao, Tianfan Fu, Parminder Bhatia, Taha A. Kass-Hout, Jimeng Sun, Jiawei Han
2025 J jnl
CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs.
CoRR
Jash Rajesh Parekh, Pengcheng Jiang, Jiawei Han
2025 — conf
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
ACL (1)
Zihao Li, Lecheng Zheng, Bowen Jin, Dongqi Fu, Baoyu Jing, Yikun Ban, Jingrui He, Jiawei Han
2025 J jnl
Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning.
CoRR
Yin Fang, Qiao Jin, Guangzhi Xiong, Bowen Jin, Xianrui Zhong, Siru Ouyang, Aidong Zhang, Jiawei Han, Zhiyong Lu
2025 A* conf
Chain-of-Factors Paper-Reviewer Matching.
WWW
Yu Zhang, Yanzhen Shen, SeongKu Kang, Xiusi Chen, Bowen Jin, Jiawei Han
2025 A* conf
CoDiCast: Conditional Diffusion Model for Global Weather Forecasting with Uncertainty Quantification.
IJCAI
Jimeng Shi, Bowen Jin, Jiawei Han, Sundararaman Gopalakrishnan, Giri Narasimhan
2025 J jnl
Cognitive Foundations for Reasoning and Their Manifestation in LLMs.
CoRR
Priyanka Kargupta, Shuyue Stella Li, Haocheng Wang, Jinu Lee, Shan Chen, Orevaoghene Ahia, Dean Light, Thomas L. Griffiths, Max Kleiman-Weiner, Jiawei Han, Asli Celikyilmaz, Yulia Tsvetkov
2025 J jnl
Controlling Performance and Budget of a Centralized Multi-agent LLM System with Reinforcement Learning.
CoRR
Bowen Jin, TJ Collins, Donghan Yu, Mert Cemri, Shenao Zhang, Mengyu Li, Jay Tang, Tian Qin, Zhiyang Xu, Jiarui Lu, Guoli Yin, Jiawei Han, Zirui Wang
2025 J jnl
Deep Learning and Foundation Models for Weather Prediction: A Survey.
CoRR
Jimeng Shi, Azam Shirali, Bowen Jin, Sizhe Zhou, Wei Hu, Rahuul Rangaraj, Shaowen Wang, Jiawei Han, Zhaonan Wang, Upmanu Lall, Yanzhao Wu, Leonardo Bobadilla, Giri Narasimhan
2025 J jnl
DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning.
CoRR
Pengcheng Jiang, Jiacheng Lin, Lang Cao, Runchu Tian, SeongKu Kang, Zifeng Wang, Jimeng Sun, Jiawei Han
2025 J jnl
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation.
CoRR
Jiashuo Sun, Xianrui Zhong, Sizhe Zhou, Jiawei Han
2025 J jnl
FGBench: A Dataset and Benchmark for Molecular Property Reasoning at Functional Group-Level in Large Language Models.
CoRR
Xuan Liu, Siru Ouyang, Xianrui Zhong, Jiawei Han, Huimin Zhao
2025 J jnl
GRACE: Generative Representation Learning via Contrastive Policy Optimization.
CoRR
Jiashuo Sun, Shixuan Liu, Zhaochen Su, Xianrui Zhong, Pengcheng Jiang, Bowen Jin, Peiran Li, Weijia Shi, Jiawei Han
2025 A* conf
GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs.
CVPR
Yi Fang, Bowen Jin, Jiacheng Shen, Sirui Ding, Qiaoyu Tan, Jiawei Han
2025 J jnl
GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs.
CoRR
Yi Fang, Bowen Jin, Jiacheng Shen, Sirui Ding, Qiaoyu Tan, Jiawei Han
2025 J jnl
GTR: Graph-Table-RAG for Cross-Table Question Answering.
CoRR
Jiaru Zou, Dongqi Fu, Sirui Chen, Xinrui He, Zihao Li, Yada Zhu, Jiawei Han, Jingrui He
2025 J jnl
Hybrid Latent Reasoning via Reinforcement Learning.
CoRR
Zhenrui Yue, Bowen Jin, Huimin Zeng, Honglei Zhuang, Zhen Qin, Jinsung Yoon, Lanyu Shang, Jiawei Han, Dong Wang
2025 J jnl
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-Answering.
CoRR
Jimeng Shi, Sizhe Zhou, Bowen Jin, Wei Hu, Shaowen Wang, Giri Narasimhan, Jiawei Han
2025 A conf
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation.
WSDM
SeongKu Kang, Bowen Jin, Wonbin Kweon, Yu Zhang, Dongha Lee, Jiawei Han, Hwanjo Yu
2025 J jnl
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation.
CoRR
SeongKu Kang, Bowen Jin, Wonbin Kweon, Yu Zhang, Dongha Lee, Jiawei Han, Hwanjo Yu
2025 A* conf
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective.
ICML
Bowen Jin, Jinsung Yoon, Zhen Qin, Ziqi Wang, Wei Xiong, Yu Meng, Jiawei Han, Sercan Ö. Arik
2025 J jnl
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective.
CoRR
Bowen Jin, Jinsung Yoon, Zhen Qin, Ziqi Wang, Wei Xiong, Yu Meng, Jiawei Han, Sercan Ö. Arik
2025 J jnl
LLM-Based Compact Reranking with Document Features for Scientific Retrieval.
CoRR
Runchu Tian, Xueqiang Xu, Bowen Jin, SeongKu Kang, Jiawei Han
2025 A* conf
Law of the Weakest Link: Cross Capabilities of Large Language Models.
ICLR
Ming Zhong, Aston Zhang, Xuewei Wang, Rui Hou, Wenhan Xiong, Chenguang Zhu, Zhengxing Chen, Liang Tan, Chloe Bi, Mike Lewis, Sravya Popuri, Sharan Narang, Melanie Kambadur, Dhruv Mahajan, Sergey Edunov, Jiawei Han, Laurens van der Maaten
2025 A* conf
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG.
ICLR
Bowen Jin, Jinsung Yoon, Jiawei Han, Sercan Ö. Arik
2025 A* conf
Multimodal Search in Chemical Documents and Reactions.
SIGIR
Ayush Kumar Shah, Abhisek Dey, Leo Luo, Bryan Amador, Patrick Philippy, Ming Zhong, Siru Ouyang, David Mark Friday, David Bianchi, Nick Jackson, Richard Zanibbi, Jiawei Han
2025 J jnl
Multimodal Search in Chemical Documents and Reactions.
CoRR
Ayush Kumar Shah, Abhisek Dey, Leo Luo, Bryan Amador, Patrick Philippy, Ming Zhong, Siru Ouyang, David Mark Friday, David Bianchi, Nick Jackson, Richard Zanibbi, Jiawei Han
2025 J jnl
PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document Retrieval.
CoRR
Wonbin Kweon, Runchu Tian, SeongKu Kang, Pengcheng Jiang, Zhiyong Lu, Jiawei Han, Hwanjo Yu
2025 J jnl
Pave Your Own Path: Graph Gradual Domain Adaptation on Fused Gromov-Wasserstein Geodesics.
CoRR
Zhichen Zeng, Ruizhong Qiu, Wenxuan Bao, Tianxin Wei, Xiao Lin, Yuchen Yan, Tarek F. Abdelzaher, Jiawei Han, Hanghang Tong
2025 J jnl
Preference Leakage: A Contamination Problem in LLM-as-a-judge.
CoRR
Dawei Li, Renliang Sun, Yue Huang, Ming Zhong, Bohan Jiang, Jiawei Han, Xiangliang Zhang, Wei Wang, Huan Liu
2025 J jnl
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation.
CoRR
Pengcheng Jiang, Lang Cao, Ruike Zhu, Minhao Jiang, Yunyi Zhang, Jimeng Sun, Jiawei Han
2025 J jnl
RAST: Reasoning Activation in LLMs via Small-model Transfer.
CoRR
Siru Ouyang, Xinyu Zhu, Zilin Xiao, Minhao Jiang, Yu Meng, Jiawei Han
2025 A* conf
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval.
ICLR
Pengcheng Jiang, Cao Xiao, Minhao Jiang, Parminder Bhatia, Taha A. Kass-Hout, Jimeng Sun, Jiawei Han
2025 J jnl
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory.
CoRR
Siru Ouyang, Jun Yan, I-Hung Hsu, Yanfei Chen, Ke Jiang, Zifeng Wang, Rujun Han, Long T. Le, Samira Daruki, Xiangru Tang, Vishy Tirumalashetty, George Lee, Mahsan Rofouei, Hangfei Lin, Jiawei Han, Chen-Yu Lee, Tomas Pfister
2025 A* conf
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph.
ICLR
Siru Ouyang, Wenhao Yu, Kaixin Ma, Zilin Xiao, Zhihan Zhang, Mengzhao Jia, Jiawei Han, Hongming Zhang, Dong Yu
2025 — conf
Retrieval And Structuring Augmented Generation with Large Language Models.
KDD (2)
Pengcheng Jiang, Siru Ouyang, Yizhu Jiao, Ming Zhong, Runchu Tian, Jiawei Han
2025 — conf
Retrieval and Structuring Augmented Generation with LLMs for Web Applications.
WWW (Companion Volume)
Yizhu Jiao, Siru Ouyang, Ming Zhong, Yunyi Zhang, Linyi Ding, Sizhe Zhou, Jiawei Han
2025 A* conf
Scaling Diffusion Language Models via Adaptation from Autoregressive Models.
ICLR
Shansan Gong, Shivam Agarwal, Yizhe Zhang, Jiacheng Ye, Lin Zheng, Mukai Li, Chenxin An, Peilin Zhao, Wei Bi, Jiawei Han, Hao Peng, Lingpeng Kong
2025 — conf
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking.
EMNLP (Findings)
Yunyi Zhang, Ruozhen Yang, Siqi Jiao, SeongKu Kang, Jiawei Han
2025 J jnl
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking.
CoRR
Yunyi Zhang, Ruozhen Yang, Siqi Jiao, SeongKu Kang, Jiawei Han
2025 J jnl
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.
CoRR
Bowen Jin, Hansi Zeng, Zhenrui Yue, Dong Wang, Hamed Zamani, Jiawei Han
2025 J jnl
Structure-R1: Dynamically Leveraging Structural Knowledge in LLM Reasoning through Reinforcement Learning.
CoRR
Junlin Wu, Xianrui Zhong, Jiashuo Sun, Bolian Li, Bowen Jin, Jiawei Han, Qingkai Zeng
2025 — conf
Synergistic Weak-Strong Collaboration by Aligning Preferences.
ACL (1)
Yizhu Jiao, Xuchao Zhang, Zhaoyang Wang, Yubo Ma, Zhun Deng, Rujia Wang, Chetan Bansal, Saravan Rajmohan, Jiawei Han, Huaxiu Yao
2025 J jnl
Synergistic Weak-Strong Collaboration by Aligning Preferences.
CoRR
Yizhu Jiao, Xuchao Zhang, Zhaoyang Wang, Yubo Ma, Zhun Deng, Rujia Wang, Chetan Bansal, Saravan Rajmohan, Jiawei Han, Huaxiu Yao
2025 — conf
Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events.
ACL (1)
Priyanka Kargupta, Yunyi Zhang, Yizhu Jiao, Siru Ouyang, Jiawei Han
2025 A* conf
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision.
WWW
Yunyi Zhang, Ruozhen Yang, Xueqiang Xu, Rui Li, Jinfeng Xiao, Jiaming Shen, Jiawei Han
2025 J jnl
TEXT2DB: Integration-Aware Information Extraction with Large Language Model Agents.
CoRR
Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han
2025 — conf
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora.
ACL (1)
Priyanka Kargupta, Nan Zhang, Yunyi Zhang, Rui Zhang, Prasenjit Mitra, Jiawei Han
2025 J jnl
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora.
CoRR
Priyanka Kargupta, Nan Zhang, Yunyi Zhang, Rui Zhang, Prasenjit Mitra, Jiawei Han
2025 J jnl
The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning.
CoRR
Shivam Agarwal, Zimin Zhang, Lifan Yuan, Jiawei Han, Hao Peng
2025 J jnl
Think Twice: Branch-and-Rethink Reasoning Reward Model.
CoRR
Yizhu Jiao, Jiaqi Zeng, Julien Veron Vialard, Oleksii Kuchaiev, Jiawei Han, Olivier Delalleau
2025 A* conf
Topic Coverage-based Demonstration Retrieval for In-Context Learning.
EMNLP
Wonbin Kweon, SeongKu Kang, Runchu Tian, Pengcheng Jiang, Jiawei Han, Hwanjo Yu
2025 J jnl
Topic Coverage-based Demonstration Retrieval for In-Context Learning.
CoRR
Wonbin Kweon, SeongKu Kang, Runchu Tian, Pengcheng Jiang, Jiawei Han, Hwanjo Yu
2025 — conf
Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis.
ACL (1)
Priyanka Kargupta, Ishika Agarwal, Tal August, Jiawei Han
2025 J jnl
Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis.
CoRR
Priyanka Kargupta, Ishika Agarwal, Tal August, Jiawei Han
2025 J jnl
Vibe Checker: Aligning Code Evaluation with Human Preference.
CoRR
Ming Zhong, Xiang Zhou, Ting-Yun Chang, Qingze Wang, Nan Xu, Xiance Si, Dan Garrette, Shyam Upadhyay, Jeremiah Liu, Jiawei Han, Benoit Schillings, Jiao Sun
2025 J jnl
WINELL: Wikipedia Never-Ending Updating with LLM Agents.
CoRR
Revanth Gangi Reddy, Tanay Dixit, Jiaxin Qin, Cheng Qian, Daniel Lee, Jiawei Han, Kevin Small, Xing Fan, Ruhi Sarikaya, Heng Ji
2025 J jnl
Zero-Shot Open-Schema Entity Structure Discovery.
CoRR
Xueqiang Xu, Jinfeng Xiao, James Barry, Mohab Elkaref, Jiaru Zou, Pengcheng Jiang, Yunyi Zhang, Maxwell Giammona, Geeth de Mel, Jiawei Han
2025 J jnl
mCLM: A Function-Infused and Synthesis-Friendly Modular Chemical Language Model.
CoRR
Carl Edwards, Chi Han, Gawon Lee, Thao Nguyen, Bowen Jin, Chetan Prasad, Sara Szymkuc, Bartosz A. Grzybowski, Ying Diao, Jiawei Han, Ge Liu, Hao Peng, Martin D. Burke, Heng Ji
2025 A* conf
s3: You Don't Need That Much Data to Train a Search Agent via RL.
EMNLP
Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, Jinfeng Xiao, Zifeng Wang, Jimeng Sun, Jiawei Han
2025 J jnl
s3: You Don't Need That Much Data to Train a Search Agent via RL.
CoRR
Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, Jinfeng Xiao, Zifeng Wang, Jimeng Sun, Jiawei Han
2024 A* conf
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery.
EMNLP
Yu Zhang, Xiusi Chen, Bowen Jin, Sheng Wang, Shuiwang Ji, Wei Wang, Jiawei Han
2024 J jnl
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery.
CoRR
Yu Zhang, Xiusi Chen, Bowen Jin, Sheng Wang, Shuiwang Ji, Wei Wang, Jiawei Han
2024 J jnl
A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts.
CoRR
Suyu Ge, Xihui Lin, Yunan Zhang, Jiawei Han, Hao Peng
2024 J jnl
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion.
CoRR
Yanzhen Shen, Yu Zhang, Yunyi Zhang, Jiawei Han
2024 — conf
ActionIE: Action Extraction from Scientific Literature with Programming Languages.
ACL (1)
Xianrui Zhong, Yufeng Du, Siru Ouyang, Ming Zhong, Tingfeng Luo, Qirong Ho, Hao Peng, Heng Ji, Jiawei Han
2024 J jnl
Automated Construction of Theme-specific Knowledge Graphs.
CoRR
Linyi Ding, Sizhe Zhou, Jinfeng Xiao, Jiawei Han
2024 A* conf
Automated Mining of Structured Knowledge from Text in the Era of Large Language Models.
KDD
Yunyi Zhang, Ming Zhong, Siru Ouyang, Yizhu Jiao, Sizhe Zhou, Linyi Ding, Jiawei Han
2024 A conf
Bridging Text Data and Graph Data: Towards Semantics and Structure-aware Knowledge Discovery.
WSDM
Bowen Jin, Yu Zhang, Sha Li, Jiawei Han
2024 J jnl
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
CoRR
Zihao Li, Lecheng Zheng, Bowen Jin, Dongqi Fu, Baoyu Jing, Yikun Ban, Jingrui He, Jiawei Han
2024 — conf
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction.
EACL (Findings)
Qingyun Wang, Zixuan Zhang, Hongxiang Li, Xuan Liu, Jiawei Han, Huimin Zhao, Heng Ji
2024 J jnl
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction.
CoRR
Qingyun Wang, Zixuan Zhang, Hongxiang Li, Xuan Liu, Jiawei Han, Huimin Zhao, Heng Ji
2024 J jnl
CoDiCast: Conditional Diffusion Model for Weather Prediction with Uncertainty Quantification.
CoRR
Jimeng Shi, Bowen Jin, Jiawei Han, Giri Narasimhan
2024 J jnl
Establishing Knowledge Preference in Language Models.
CoRR
Sizhe Zhou, Sha Li, Yu Meng, Yizhu Jiao, Heng Ji, Jiawei Han
2024 J jnl
F-FOMAML: GNN-Enhanced Meta-Learning for Peak Period Demand Forecasting with Proxy Data.
CoRR
Zexing Xu, Linjun Zhang, Sitan Yang, S. Rasoul Etesami, Hanghang Tong, Huan Zhang, Jiawei Han
2024 — conf
GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models.
NAACL-HLT
Pengcheng Jiang, Jiacheng Lin, Zifeng Wang, Jimeng Sun, Jiawei Han
2024 J jnl
GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models.
CoRR
Pengcheng Jiang, Jiacheng Lin, Zifeng Wang, Jimeng Sun, Jiawei Han
2024 A conf
Geospatial Topological Relation Extraction from Text with Knowledge Augmentation.
SDM
Wei Hu, Bowen Jin, Minhao Jiang, Sizhe Zhou, Zhaonan Wang, Jiawei Han, Shaowen Wang
2024 — conf
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs.
ACL (Findings)
Bowen Jin, Chulin Xie, Jiawei Zhang, Kashob Kumar Roy, Yu Zhang, Zheng Li, Ruirui Li, Xianfeng Tang, Suhang Wang, Yu Meng, Jiawei Han
2024 J jnl
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs.
CoRR
Bowen Jin, Chulin Xie, Jiawei Zhang, Kashob Kumar Roy, Yu Zhang, Suhang Wang, Yu Meng, Jiawei Han
2024 A* conf
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction.
EMNLP
Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han
2024 J jnl
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction.
CoRR
Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han
2024 — conf
ILCiteR: Evidence-grounded Interpretable Local Citation Recommendation.
LREC/COLING
Sayar Ghosh Roy, Jiawei Han
2024 J jnl
ILCiteR: Evidence-grounded Interpretable Local Citation Recommendation.
CoRR
Sayar Ghosh Roy, Jiawei Han
2024 A* conf
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy.
WWW
SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han
2024 J jnl
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy.
CoRR
SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han
2024 — conf
Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging.
EMNLP (Findings)
Priyanka Kargupta, Ishika Agarwal, Dilek Hakkani-Tür, Jiawei Han
2024 J jnl
Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging.
CoRR
Priyanka Kargupta, Ishika Agarwal, Dilek Hakkani-Tur, Jiawei Han
2024 A* conf
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs.
NeurIPS
Bowen Jin, Ziqi Pang, Bingjun Guo, Yu-Xiong Wang, Jiaxuan You, Jiawei Han
2024 J jnl
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs.
CoRR
Bowen Jin, Ziqi Pang, Bingjun Guo, Yu-Xiong Wang, Jiaxuan You, Jiawei Han
2024 J jnl
Investigating Data Contamination for Pre-training Language Models.
CoRR
Minhao Jiang, Ken Ziyu Liu, Ming Zhong, Rylan Schaeffer, Siru Ouyang, Jiawei Han, Sanmi Koyejo
2024 J jnl
Investigating Instruction Tuning Large Language Models on Graphs.
CoRR
Kerui Zhu, Bo-Wei Huang, Bowen Jin, Yizhu Jiao, Ming Zhong, Kevin Chang, Shou-De Lin, Jiawei Han
2024 A* conf
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge.
NeurIPS
Pengcheng Jiang, Lang Cao, Cao (Danica) Xiao, Parminder Bhatia, Jimeng Sun, Jiawei Han
2024 J jnl
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge.
CoRR
Pengcheng Jiang, Lang Cao, Cao Xiao, Parminder Bhatia, Jimeng Sun, Jiawei Han
2024 A* conf
Language Models as Semantic Indexers.
ICML
Bowen Jin, Hansi Zeng, Guoyin Wang, Xiusi Chen, Tianxin Wei, Ruirui Li, Zhengyang Wang, Zheng Li, Yang Li, Hanqing Lu, Suhang Wang, Jiawei Han, Xianfeng Tang
2024 J jnl
Large Language Models on Graphs: A Comprehensive Survey.
IEEE Trans. Knowl. Data Eng.
Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han
2024 J jnl
Law of the Weakest Link: Cross Capabilities of Large Language Models.
CoRR
Ming Zhong, Aston Zhang, Xuewei Wang, Rui Hou, Wenhan Xiong, Chenguang Zhu, Zhengxing Chen, Liang Tan, Chloe Bi, Mike Lewis, Sravya Popuri, Sharan Narang, Melanie Kambadur, Dhruv Mahajan, Sergey Edunov, Jiawei Han, Laurens van der Maaten
2024 J jnl
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG.
CoRR
Bowen Jin, Jinsung Yoon, Jiawei Han, Sercan Ö. Arik
2024 — conf
MART: Improving LLM Safety with Multi-round Automatic Red-Teaming.
NAACL-HLT
Suyu Ge, Chunting Zhou, Rui Hou, Madian Khabsa, Yi-Chia Wang, Qifan Wang, Jiawei Han, Yuning Mao
2024 A* conf
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs.
ICLR
Suyu Ge, Yunan Zhang, Liyuan Liu, Minjia Zhang, Jiawei Han, Jianfeng Gao
2024 A* conf
MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space.
ICML
Yanru Qu, Keyue Qiu, Yuxuan Song, Jingjing Gong, Jiawei Han, Mingyue Zheng, Hao Zhou, Wei-Ying Ma
2024 J jnl
MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space.
CoRR
Yanru Qu, Keyue Qiu, Yuxuan Song, Jingjing Gong, Jiawei Han, Mingyue Zheng, Hao Zhou, Wei-Ying Ma
2024 J jnl
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation.
AI Mag.
Martin D. Burke, Scott E. Denmark, Ying Diao, Jiawei Han, Rachel D. Switzky, Huimin Zhao
2024 J jnl
Multi-LoRA Composition for Image Generation.
CoRR
Ming Zhong, Yelong Shen, Shuohang Wang, Yadong Lu, Yizhu Jiao, Siru Ouyang, Donghan Yu, Jiawei Han, Weizhu Chen
2024 J jnl
Multi-LoRA Composition for Image Generation.
Trans. Mach. Learn. Res.
Ming Zhong, Yelong Shen, Shuohang Wang, Yadong Lu, Yizhu Jiao, Siru Ouyang, Donghan Yu, Jiawei Han, Weizhu Chen
2024 A* conf
OntoType: Ontology-Guided and Pre-Trained Language Model Assisted Fine-Grained Entity Typing.
KDD
Tanay Komarlu, Minhao Jiang, Xuan Wang, Jiawei Han
2024 A* conf
Ontology Enrichment for Effective Fine-grained Entity Typing.
KDD
Siru Ouyang, Jiaxin Huang, Pranav Pillai, Yunyi Zhang, Yu Zhang, Jiawei Han
2024 A* conf
Position: TrustLLM: Trustworthiness in Large Language Models.
ICML
Yue Huang, Lichao Sun, Haoran Wang, Siyuan Wu, Qihui Zhang, Yuan Li, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Hanchi Sun, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bertie Vidgen, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang, Huan Zhang, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang, Mohit Bansal, James Zou, Jian Pei, Jian Liu, Jianfeng Gao, Jiawei Han, Jieyu Zhao, Jiliang Tang, Jindong Wang, Joaquin Vanschoren, John C. Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He, Lifu Huang, Michael Backes, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu, Tianyi Zhou, William Wang, Xiang Li, Xiangliang Zhang, Xiao Wang, Xing Xie, Xun Chen, Xuyu Wang, Yan Liu, Yanfang Ye, Yinzhi Cao, Yong Chen, Yue Zhao
2024 J jnl
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval.
CoRR
Pengcheng Jiang, Cao Xiao, Minhao Jiang, Parminder Bhatia, Taha A. Kass-Hout, Jimeng Sun, Jiawei Han
2024 J jnl
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph.
CoRR
Siru Ouyang, Wenhao Yu, Kaixin Ma, Zilin Xiao, Zhihan Zhang, Mengzhao Jia, Jiawei Han, Hongming Zhang, Dong Yu
2024 A* conf
Representation Deficiency in Masked Language Modeling.
ICLR
Yu Meng, Jitin Krishnan, Sinong Wang, Qifan Wang, Yuning Mao, Han Fang, Marjan Ghazvininejad, Jiawei Han, Luke Zettlemoyer
2024 A* conf
SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter.
ICML
Haobo Xu, Yuchen Yan, Dingsu Wang, Zhe Xu, Zhichen Zeng, Tarek F. Abdelzaher, Jiawei Han, Hanghang Tong
2024 J jnl
Scaling Diffusion Language Models via Adaptation from Autoregressive Models.
CoRR
Shansan Gong, Shivam Agarwal, Yizhe Zhang, Jiacheng Ye, Lin Zheng, Mukai Li, Chenxin An, Peilin Zhao, Wei Bi, Jiawei Han, Hao Peng, Lingpeng Kong
2024 — conf
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play.
EMNLP (System Demonstrations)
Sha Li, Revanth Gangi Reddy, Khanh Duy Nguyen, Qingyun Wang, Yi Fung, Chi Han, Jiawei Han, Kartik Natarajan, Clare R. Voss, Heng Ji
2024 J jnl
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play.
CoRR
Sha Li, Revanth Gangi Reddy, Khanh Duy Nguyen, Qingyun Wang, May Fung, Chi Han, Jiawei Han, Kartik Natarajan, Clare R. Voss, Heng Ji
2024 A* conf
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains.
AAAI
Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han
2024 J jnl
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains.
CoRR
Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han
2024 A* conf
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective.
ICLR
Ming Zhong, Chenxin An, Weizhu Chen, Jiawei Han, Pengcheng He
2024 A* conf
Structured Chemistry Reasoning with Large Language Models.
ICML
Siru Ouyang, Zhuosheng Zhang, Bing Yan, Xuan Liu, Yejin Choi, Jiawei Han, Lianhui Qin
2024 J jnl
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision.
CoRR
Yunyi Zhang, Ruozhen Yang, Xueqiang Xu, Jinfeng Xiao, Jiaming Shen, Jiawei Han
2024 A* conf
Taxonomy-guided Semantic Indexing for Academic Paper Search.
EMNLP
SeongKu Kang, Yunyi Zhang, Pengcheng Jiang, Dongha Lee, Jiawei Han, Hwanjo Yu
2024 J jnl
Taxonomy-guided Semantic Indexing for Academic Paper Search.
CoRR
SeongKu Kang, Yunyi Zhang, Pengcheng Jiang, Dongha Lee, Jiawei Han, Hwanjo Yu
2024 J jnl
TeKo: Text-Rich Graph Neural Networks With External Knowledge.
IEEE Trans. Neural Networks Learn. Syst.
Zhizhi Yu, Di Jin, Jianguo Wei, Yawen Li, Ziyang Liu, Yue Shang, Jiawei Han, Lingfei Wu
2024 — conf
Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation.
EMNLP (Findings)
Siru Ouyang, Shuohang Wang, Minhao Jiang, Ming Zhong, Donghan Yu, Jiawei Han, Yelong Shen
2024 J jnl
Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation.
CoRR
Siru Ouyang, Shuohang Wang, Minhao Jiang, Ming Zhong, Donghan Yu, Jiawei Han, Yelong Shen
2024 — conf
Text2DB: Integration-Aware Information Extraction with Large Language Model Agents.
ACL (Findings)
Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han
2024 A* conf
Topic-Oriented Open Relation Extraction with A Priori Seed Generation.
EMNLP
Linyi Ding, Jinfeng Xiao, Sizhe Zhou, Chaoqi Yang, Jiawei Han
2024 — conf
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale.
NAACL-HLT
Pengcheng Jiang, Cao Xiao, Zifeng Wang, Parminder Bhatia, Jimeng Sun, Jiawei Han
2024 J jnl
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale.
CoRR
Pengcheng Jiang, Cao Xiao, Zifeng Wang, Parminder Bhatia, Jimeng Sun, Jiawei Han
2024 J jnl
TrustLLM: Trustworthiness in Large Language Models.
CoRR
Lichao Sun, Yue Huang, Haoran Wang, Siyuan Wu, Qihui Zhang, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang, Huan Zhang, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang, Mohit Bansal, James Zou, Jian Pei, Jian Liu, Jianfeng Gao, Jiawei Han, Jieyu Zhao, Jiliang Tang, Jindong Wang, John C. Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He, Lifu Huang, Michael Backes, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu, Tianyi Zhou, William Wang, Xiang Li, Xiangliang Zhang, Xiao Wang, Xing Xie, Xun Chen, Xuyu Wang, Yan Liu, Yanfang Ye, Yinzhi Cao, Yue Zhao
2024 J jnl
Unsupervised Episode Detection for Large-Scale News Events.
CoRR
Priyanka Kargupta, Yunyi Zhang, Yizhu Jiao, Siru Ouyang, Jiawei Han
2024 J jnl
When Can LLMs
Trans. Assoc. Comput. Linguistics
Ryo Kamoi, Yusen Zhang, Nan Zhang, Jiawei Han, Rui Zhang
2024 J jnl
When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs.
CoRR
Ryo Kamoi, Yusen Zhang, Nan Zhang, Jiawei Han, Rui Zhang
2023 J jnl
"Why Should I Review This Paper?" Unifying Semantic, Topic, and Citation Factors for Paper-Reviewer Matching.
CoRR
Yu Zhang, Yanzhen Shen, Xiusi Chen, Bowen Jin, Jiawei Han
2023 A* conf
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories.
EMNLP
Suyu Ge, Chenyan Xiong, Corby Rosset, Arnold Overwijk, Jiawei Han, Paul Bennett
2023 J jnl
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories.
CoRR
Suyu Ge, Chenyan Xiong, Corby Rosset, Arnold Overwijk, Jiawei Han, Paul Bennett
2023 — conf
Compositional Data Augmentation for Abstractive Conversation Summarization.
ACL (1)
Siru Ouyang, Jiaao Chen, Jiawei Han, Diyi Yang
2023 — conf
Corpus-Based Relation Extraction by Identifying and Refining Relation Patterns.
ECML/PKDD (4)
Sizhe Zhou, Suyu Ge, Jiaming Shen, Jiawei Han
2023 — conf
DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance.
ACL (Findings)
Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang, Jiawei Han
2023 A* conf
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation.
EMNLP
Da Yin, Xiao Liu, Fan Yin, Ming Zhong, Hritik Bansal, Jiawei Han, Kai-Wei Chang
2023 J jnl
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation.
CoRR
Da Yin, Xiao Liu, Fan Yin, Ming Zhong, Hritik Bansal, Jiawei Han, Kai-Wei Chang
2023 A* conf
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks.
ICLR
Bowen Jin, Yu Zhang, Yu Meng, Jiawei Han
2023 J jnl
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks.
CoRR
Bowen Jin, Yu Zhang, Yu Meng, Jiawei Han
2023 A conf
Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts.
WSDM
Yu Zhang, Yunyi Zhang, Martin Michalski, Yucheng Jiang, Yu Meng, Jiawei Han
2023 J jnl
Embedding text-rich graph neural networks with sequence and topical semantic structures.
Knowl. Inf. Syst.
Zhizhi Yu, Di Jin, Ziyang Liu, Dongxiao He, Xiao Wang, Hanghang Tong, Jiawei Han
2023 J jnl
Entity Linking Meets Deep Learning: Techniques and Solutions.
IEEE Trans. Knowl. Data Eng.
Wei Shen, Yuhan Li, Yinan Liu, Jiawei Han, Jianyong Wang, Xiaojie Yuan
2023 J jnl
Explaining and Adapting Graph Conditional Shift.
CoRR
Qi Zhu, Yizhu Jiao, Natalia Ponomareva, Jiawei Han, Bryan Perozzi
2023 A conf
FineSum: Target-Oriented, Fine-Grained Opinion Summarization.
WSDM
Suyu Ge, Jiaxin Huang, Yu Meng, Jiawei Han
2023 J jnl
GCN for HIN via Implicit Utilization of Attention and Meta-Paths.
IEEE Trans. Knowl. Data Eng.
Di Jin, Zhizhi Yu, Dongxiao He, Carl Yang, Philip S. Yu, Jiawei Han
2023 A* conf
GLEN: General-Purpose Event Detection for Thousands of Types.
EMNLP
Sha Li, Qiusi Zhan, Kathryn Conger, Martha Palmer, Heng Ji, Jiawei Han
2023 J jnl
GLEN: General-Purpose Event Detection for Thousands of Types.
CoRR
Qiusi Zhan, Sha Li, Kathryn Conger, Martha Palmer, Heng Ji, Jiawei Han
2023 — conf
Geospatial Knowledge Hypercube.
SIGSPATIAL/GIS
Zhaonan Wang, Bowen Jin, Wei Hu, Minhao Jiang, Seungyeon Kang, Zhiyuan Li, Sizhe Zhou, Jiawei Han, Shaowen Wang
2023 A* conf
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks.
KDD
Bowen Jin, Yu Zhang, Qi Zhu, Jiawei Han
2023 A* conf
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction.
EMNLP
Yizhu Jiao, Ming Zhong, Sha Li, Ruining Zhao, Siru Ouyang, Heng Ji, Jiawei Han
2023 J jnl
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction.
CoRR
Yizhu Jiao, Ming Zhong, Sha Li, Ruining Zhao, Siru Ouyang, Heng Ji, Jiawei Han
2023 J jnl
Language Models As Semantic Indexers.
CoRR
Bowen Jin, Hansi Zeng, Guoyin Wang, Xiusi Chen, Tianxin Wei, Ruirui Li, Zhengyang Wang, Zheng Li, Yang Li, Hanqing Lu, Suhang Wang, Jiawei Han, Xianfeng Tang
2023 — conf
Large Foundational Model is a Blessing to Natural Language Understanding and Data Mining.
CogMI
Jiawei Han
2023 A* conf
Large Language Models Can Self-Improve.
EMNLP
Jiaxin Huang, Shixiang Gu, Le Hou, Yuexin Wu, Xuezhi Wang, Hongkun Yu, Jiawei Han
2023 J jnl
Large Language Models on Graphs: A Comprehensive Survey.
CoRR
Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han
2023 J jnl
Learning Multiplex Embeddings on Text-rich Networks with One Text Encoder.
CoRR
Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Han Zhao, Jiawei Han
2023 J jnl
MART: Improving LLM Safety with Multi-round Automatic Red-Teaming.
CoRR
Suyu Ge, Chunting Zhou, Rui Hou, Madian Khabsa, Yi-Chia Wang, Qifan Wang, Jiawei Han, Yuning Mao
2023 — conf
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities.
EMNLP (Findings)
Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han
2023 J jnl
MEGClass: Text Classification with Extremely Weak Supervision via Mutually-Enhancing Text Granularities.
CoRR
Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han
2023 B conf
Mining Structures from Massive Texts by Exploring the Power of Pre-trained Language Models.
EDBT
Yu Zhang, Yunyi Zhang, Jiawei Han
2023 J jnl
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs.
CoRR
Suyu Ge, Yunan Zhang, Liyuan Liu, Minjia Zhang, Jiawei Han, Jianfeng Gao
2023 J jnl
OntoType: Ontology-Guided Zero-Shot Fine-Grained Entity Typing with Weak Supervision from Pre-Trained Language Models.
CoRR
Tanay Komarlu, Minhao Jiang, Xuan Wang, Jiawei Han
2023 J jnl
Ontology Enrichment for Effective Fine-grained Entity Typing.
CoRR
Siru Ouyang, Jiaxin Huang, Pranav Pillai, Yunyi Zhang, Yu Zhang, Jiawei Han
2023 — conf
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification.
ACL (1)
Sha Li, Ruining Zhao, Manling Li, Heng Ji, Chris Callison-Burch, Jiawei Han
2023 J jnl
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification.
CoRR
Sha Li, Ruining Zhao, Manling Li, Heng Ji, Chris Callison-Burch, Jiawei Han
2023 A* conf
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream.
WWW
Susik Yoon, Hou Pong Chan, Jiawei Han
2023 J jnl
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream.
CoRR
Susik Yoon, Hou Pong Chan, Jiawei Han
2023 A* conf
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training.
EMNLP
Yunyi Zhang, Minhao Jiang, Yu Meng, Yu Zhang, Jiawei Han
2023 — conf
Patton: Language Model Pretraining on Text-Rich Networks.
ACL (1)
Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Xinyang Zhang, Qi Zhu, Jiawei Han
2023 J jnl
Patton: Language Model Pretraining on Text-Rich Networks.
CoRR
Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Xinyang Zhang, Qi Zhu, Jiawei Han
2023 A* conf
Pretrained Language Representations for Text Understanding: A Weakly-Supervised Perspective.
KDD
Yu Meng, Jiaxin Huang, Yu Zhang, Yunyi Zhang, Jiawei Han
2023 J jnl
PromptClass: Weakly-Supervised Text Classification with Prompting Enhanced Noise-Robust Self-Training.
CoRR
Yunyi Zhang, Minhao Jiang, Yu Meng, Yu Zhang, Jiawei Han
2023 — conf
RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor.
EMNLP (Demos)
Khanh Duy Nguyen, Zixuan Zhang, Reece Suchocki, Sha Li, Martha Palmer, Susan Windisch Brown, Jiawei Han, Heng Ji
2023 J jnl
RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor.
CoRR
Khanh Duy Nguyen, Zixuan Zhang, Reece Suchocki, Sha Li, Martha Palmer, Susan Windisch Brown, Jiawei Han, Heng Ji
2023 — conf
ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision.
ACL (Findings)
Ming Zhong, Siru Ouyang, Minhao Jiang, Vivian Hu, Yizhu Jiao, Xuan Wang, Jiawei Han
2023 J jnl
ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision.
CoRR
Ming Zhong, Siru Ouyang, Minhao Jiang, Vivian Hu, Yizhu Jiao, Xuan Wang, Jiawei Han
2023 — conf
Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data.
EMNLP (Demos)
Ming Zhong, Siru Ouyang, Yizhu Jiao, Priyanka Kargupta, Leo Luo, Yanzhen Shen, Bobby Zhou, Xianrui Zhong, Xuan Liu, Hongxiang Li, Jinfeng Xiao, Minhao Jiang, Vivian Hu, Xuan Wang, Heng Ji, Martin D. Burke, Huimin Zhao, Jiawei Han
2023 J jnl
Representation Deficiency in Masked Language Modeling.
CoRR
Yu Meng, Jitin Krishnan, Sinong Wang, Qifan Wang, Yuning Mao, Han Fang, Marjan Ghazvininejad, Jiawei Han, Luke Zettlemoyer
2023 A* conf
Revisiting Citation Prediction with Cluster-Aware Text-Enhanced Heterogeneous Graph Neural Networks.
ICDE
Carl Yang, Jiawei Han
2023 A* conf
SCStory: Self-supervised and Continual Online Story Discovery.
WWW
Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han
2023 J jnl
SCStory: Self-supervised and Continual Online Story Discovery.
CoRR
Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han
2023 J jnl
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective.
CoRR
Ming Zhong, Chenxin An, Weizhu Chen, Jiawei Han, Pengcheng He
2023 J jnl
Structured Chemistry Reasoning with Large Language Models.
CoRR
Siru Ouyang, Zhuosheng Zhang, Bing Yan, Xuan Liu, Jiawei Han, Lianhui Qin
2023 A conf
Taxonomy-Guided Fine-Grained Entity Set Expansion.
SDM
Jinfeng Xiao, Mohab Elkaref, Nathan Herr, Geeth de Mel, Jiawei Han
2023 — conf
Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models.
ACL (Findings)
Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun, Jiawei Han
2023 J jnl
Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models.
CoRR
Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun, Jiawei Han
2023 A* conf
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study.
WWW
Yu Zhang, Bowen Jin, Qi Zhu, Yu Meng, Jiawei Han
2023 J jnl
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study.
CoRR
Yu Zhang, Bowen Jin, Qi Zhu, Yu Meng, Jiawei Han
2023 A* conf
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions.
EMNLP
Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han
2023 J jnl
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions.
CoRR
Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han
2023 A* conf
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning.
ICML
Yu Meng, Martin Michalski, Jiaxin Huang, Yu Zhang, Tarek F. Abdelzaher, Jiawei Han
2023 — conf
Tutorials at The Web Conference 2023.
WWW (Companion Volume)
Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne R. Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu
2023 A* conf
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter.
KDD
Xinyang Zhang, Yury Malkov, Omar Florez, Serim Park, Brian McWilliams, Jiawei Han, Ahmed El-Kishky
2023 A* conf
Unsupervised Event Chain Mining from Multiple Documents.
WWW
Yizhu Jiao, Ming Zhong, Jiaming Shen, Yunyi Zhang, Chao Zhang, Jiawei Han
2023 A* conf
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding.
SIGIR
Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han
2023 J jnl
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding.
CoRR
Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han
2023 A* conf
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers.
KDD
Yu Zhang, Bowen Jin, Xiusi Chen, Yanzhen Shen, Yunyi Zhang, Yu Meng, Jiawei Han
2023 J jnl
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers.
CoRR
Yu Zhang, Bowen Jin, Xiusi Chen, Yanzhen Shen, Yunyi Zhang, Yu Meng, Jiawei Han
2022 — conf
Accepted Tutorials at The Web Conference 2022.
WWW (Companion Volume)
Riccardo Tommasini, Senjuti Basu Roy, Xuan Wang, Hongwei Wang, Heng Ji, Jiawei Han, Preslav Nakov, Giovanni Da San Martino, Firoj Alam, Markus Schedl, Elisabeth Lex, Akash Bharadwaj, Graham Cormode, Milan Dojchinovski, Jan Forberg, Johannes Frey, Pieter Bonte, Marco Balduini, Matteo Belcao, Emanuele Della Valle, Junliang Yu, Hongzhi Yin, Tong Chen, Haochen Liu, Yiqi Wang, Wenqi Fan, Xiaorui Liu, Jamell Dacon, Lingjuan Lyu, Jiliang Tang, Aristides Gionis, Stefan Neumann, Bruno Ordozgoiti, Simon Razniewski, Hiba Arnaout, Shrestha Ghosh, Fabian M. Suchanek, Lingfei Wu, Yu Chen, Yunyao Li, Bang Liu, Filip Ilievski, Daniel Garijo, Hans Chalupsky, Pedro A. Szekely, Ilias Kanellos, Dimitris Sacharidis, Thanasis Vergoulis, Nurendra Choudhary, Nikhil Rao, Karthik Subbian, Srinivasan H. Sengamedu, Chandan K. Reddy, Friedhelm Victor, Bernhard Haslhofer, George Katsogiannis-Meimarakis, Georgia Koutrika, Shengmin Jin, Danai Koutra, Reza Zafarani, Yulia Tsvetkov, Vidhisha Balachandran, Sachin Kumar, Xiangyu Zhao, Bo Chen, Huifeng Guo, Yejing Wang, Ruiming Tang, Yang Zhang, Wenjie Wang, Peng Wu, Fuli Feng, Xiangnan He
2022 A* conf
Adapting Pretrained Representations for Text Mining.
KDD
Yu Meng, Jiaxin Huang, Yu Zhang, Jiawei Han
2022 J jnl
All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass.
CoRR
Jiaxin Huang, Tianqi Liu, Jialu Liu, Ádám D. Lelkes, Cong Yu, Jiawei Han
2022 — book
Automated Taxonomy Discovery and Exploration
Jiaming Shen, Jiawei Han
2022 A* conf
Chemical-Reaction-Aware Molecule Representation Learning.
ICLR
Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke
2022 A* conf
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision.
EMNLP
Yuning Mao, Ming Zhong, Jiawei Han
2022 J jnl
CiteSum: Citation Text-guided Scientific Extreme Summarization and Low-resource Domain Adaptation.
CoRR
Yuning Mao, Ming Zhong, Jiawei Han
2022 J jnl
Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts.
CoRR
Yu Zhang, Yunyi Zhang, Martin Michalski, Yucheng Jiang, Yu Meng, Jiawei Han
2022 — conf
Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion.
ACL (Findings)
Yiqing Xie, Jiaming Shen, Sha Li, Yuning Mao, Jiawei Han
2022 B conf
Entity Set Co-Expansion in StackOverflow.
IEEE Big Data
Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han
2022 J jnl
Entity Set Co-Expansion in StackOverflow.
CoRR
Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han
2022 A* conf
Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation.
KDD
Jiaxin Huang, Yu Meng, Jiawei Han
2022 J jnl
Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation.
CoRR
Jiaxin Huang, Yu Meng, Jiawei Han
2022 J jnl
Few-shot Text Classification with Dual Contrastive Consistency.
CoRR
Liwen Sun, Jiawei Han
2022 A* conf
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding.
NeurIPS
Yu Meng, Jiaxin Huang, Yu Zhang, Jiawei Han
2022 J jnl
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding.
CoRR
Yu Meng, Jiaxin Huang, Yu Zhang, Jiawei Han
2022 J jnl
Guest Editorial: Special Issue on Network Structural Modeling and Learning in Big Data.
IEEE Trans. Big Data
Di Jin, Wenjun Wang, Guojie Song, Philip S. Yu, Jiawei Han
2022 J jnl
Heterformer: A Transformer Architecture for Node Representation Learning on Heterogeneous Text-Rich Networks.
CoRR
Bowen Jin, Yu Zhang, Qi Zhu, Jiawei Han
2022 J jnl
Heterogeneous Information Networks: the Past, the Present, and the Future.
Proc. VLDB Endow.
Yizhou Sun, Jiawei Han, Xifeng Yan, Philip S. Yu, Tianyi Wu
2022 J jnl
Heterogeneous Network Representation Learning: A Unified Framework With Survey and Benchmark.
IEEE Trans. Knowl. Data Eng.
Carl Yang, Yuxin Xiao, Yu Zhang, Yizhou Sun, Jiawei Han
2022 A* conf
KoMen: Domain Knowledge Guided Interaction Recommendation for Emerging Scenarios.
WWW
Yiqing Xie, Zhen Wang, Carl Yang, Yaliang Li, Bolin Ding, Hongbo Deng, Jiawei Han
2022 J jnl
Large Language Models Can Self-Improve.
CoRR
Jiaxin Huang, Shixiang Shane Gu, Le Hou, Yuexin Wu, Xuezhi Wang, Hongkun Yu, Jiawei Han
2022 A conf
MentorGNN: Deriving Curriculum for Pre-Training GNNs.
CIKM
Dawei Zhou, Lecheng Zheng, Dongqi Fu, Jiawei Han, Jingrui He
2022 J jnl
MentorGNN: Deriving Curriculum for Pre-Training GNNs.
CoRR
Dawei Zhou, Lecheng Zheng, Dongqi Fu, Jiawei Han, Jingrui He
2022 A* conf
Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification.
WWW
Yu Zhang, Zhihong Shen, Chieh-Han Wu, Boya Xie, Junheng Hao, Ye-Yi Wang, Kuansan Wang, Jiawei Han
2022 J jnl
Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification.
CoRR
Yu Zhang, Zhihong Shen, Chieh-Han Wu, Boya Xie, Junheng Hao, Ye-Yi Wang, Kuansan Wang, Jiawei Han
2022 A conf
MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information.
WSDM
Yu Zhang, Shweta Garg, Yu Meng, Xiusi Chen, Jiawei Han
2022 A* conf
New Frontiers of Scientific Text Mining: Tasks, Data, and Tools.
KDD
Xuan Wang, Hongwei Wang, Heng Ji, Jiawei Han
2022 A* conf
OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision.
WWW
Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han
2022 J jnl
OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision.
CoRR
Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han
2022 A* conf
Open Relation and Event Type Discovery with Type Abstraction.
EMNLP
Sha Li, Heng Ji, Jiawei Han
2022 J jnl
Open Relation and Event Type Discovery with Type Abstraction.
CoRR
Sha Li, Heng Ji, Jiawei Han
2022 — conf
Open-Vocabulary Argument Role Prediction For Event Extraction.
EMNLP (Findings)
Yizhu Jiao, Sha Li, Yiqing Xie, Ming Zhong, Heng Ji, Jiawei Han
2022 J jnl
Open-Vocabulary Argument Role Prediction for Event Extraction.
CoRR
Yizhu Jiao, Sha Li, Yiqing Xie, Ming Zhong, Heng Ji, Jiawei Han
2022 — conf
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion.
EMNLP (Findings)
Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song
2022 J jnl
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion.
CoRR
Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song
2022 J jnl
PILED: An Identify-and-Localize Framework for Few-Shot Event Detection.
CoRR
Sha Li, Liyuan Liu, Yiqing Xie, Heng Ji, Jiawei Han
2022 — conf
Phrase-aware Unsupervised Constituency Parsing.
ACL (1)
Xiaotao Gu, Yikang Shen, Jiaming Shen, Jingbo Shang, Jiawei Han
2022 A* conf
Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators.
ICLR
Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul N. Bennett, Jiawei Han, Xia Song
2022 J jnl
Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators.
CoRR
Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
2022 — conf
REACTCLASS: Cross-Modal Supervision for Subword-Guided Reactant Entity Classification.
BIBM
Xuan Wang, Vivian Hu, Minhao Jiang, Yu Zhang, Jinfeng Xiao, Danielle Cherrice Loving, Heng Ji, Martin D. Burke, Jiawei Han
2022 — conf
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction.
NAACL-HLT
Yuxin Xiao, Zecheng Zhang, Yuning Mao, Carl Yang, Jiawei Han
2022 — conf
Schema-Guided Event Graph Completion.
AKBC
Hongwei Wang, Zixuan Zhang, Sha Li, Jiawei Han, Yizhou Sun, Hanghang Tong, Joseph P. Olive, Heng Ji
2022 J jnl
Schema-Guided Event Graph Completion.
CoRR
Hongwei Wang, Zixuan Zhang, Sha Li, Jiawei Han, Yizhou Sun, Hanghang Tong, Joseph P. Olive, Heng Ji
2022 — conf
Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds.
NAACL-HLT
Yu Zhang, Yu Meng, Xuan Wang, Sheng Wang, Jiawei Han
2022 J jnl
Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds.
CoRR
Yu Zhang, Yu Meng, Xuan Wang, Sheng Wang, Jiawei Han
2022 J jnl
Shift-Robust Node Classification via Graph Adversarial Clustering.
CoRR
Qi Zhu, Chao Zhang, Chanyoung Park, Carl Yang, Jiawei Han
2022 A* conf
THINK: Temporal Hypergraph Hyperbolic Network.
ICDM
Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Jiawei Han, Tyler Derr
2022 A* conf
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters.
WWW
Dongha Lee, Jiaming Shen, SeongKu Kang, Susik Yoon, Jiawei Han, Hwanjo Yu
2022 J jnl
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters.
CoRR
Dongha Lee, Jiaming Shen, SeongKu Kang, Susik Yoon, Jiawei Han, Hwanjo Yu
2022 A* conf
TaxoEnrich: Self-Supervised Taxonomy Completion via Structure-Semantic Representations.
WWW
Minhao Jiang, Xiangchen Song, Jieyu Zhang, Jiawei Han
2022 J jnl
TaxoEnrich: Self-Supervised Taxonomy Completion via Structure-Semantic Representations.
CoRR
Minhao Jiang, Xiangchen Song, Jieyu Zhang, Jiawei Han
2022 J jnl
TeKo: Text-Rich Graph Neural Networks with External Knowledge.
CoRR
Zhizhi Yu, Di Jin, Jianguo Wei, Ziyang Liu, Yue Shang, Yun Xiao, Jiawei Han, Lingfei Wu
2022 A* conf
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations.
WWW
Yu Meng, Yunyi Zhang, Jiaxin Huang, Yu Zhang, Jiawei Han
2022 J jnl
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations.
CoRR
Yu Meng, Yunyi Zhang, Jiaxin Huang, Yu Zhang, Jiawei Han
2022 — conf
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation.
EMNLP (Findings)
Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han
2022 J jnl
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation.
CoRR
Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han
2022 J jnl
Toward Tweet Entity Linking With Heterogeneous Information Networks.
IEEE Trans. Knowl. Data Eng.
Wei Shen, Yuwei Yin, Yang Yang, Jiawei Han, Jianyong Wang, Xiaojie Yuan
2022 A* conf
Towards a Unified Multi-Dimensional Evaluator for Text Generation.
EMNLP
Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han
2022 J jnl
Towards a Unified Multi-Dimensional Evaluator for Text Generation.
CoRR
Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han
2022 J jnl
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning.
CoRR
Yu Meng, Martin Michalski, Jiaxin Huang, Yu Zhang, Tarek F. Abdelzaher, Jiawei Han
2022 J jnl
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations.
CoRR
Xinyang Zhang, Yury Malkov, Omar Florez, Serim Park, Brian McWilliams, Jiawei Han, Ahmed El-Kishky
2022 — conf
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning.
ACL (1)
Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Scott Yih, Madian Khabsa
2022 A* conf
Unsupervised Key Event Detection from Massive Text Corpora.
KDD
Yunyi Zhang, Fang Guo, Jiaming Shen, Jiawei Han
2022 J jnl
Unsupervised Key Event Detection from Massive Text Corpora.
CoRR
Yunyi Zhang, Fang Guo, Jiaming Shen, Jiawei Han
2022 — conf
Unsupervised Multi-Granularity Summarization.
EMNLP (Findings)
Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han
2022 J jnl
Unsupervised Summarization with Customized Granularities.
CoRR
Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han
2021 A* conf
AS-GCN: Adaptive Semantic Architecture of Graph Convolutional Networks for Text-Rich Networks.
ICDM
Zhizhi Yu, Di Jin, Ziyang Liu, Dongxiao He, Xiao Wang, Hanghang Tong, Jiawei Han
2021 A conf
BiTe-GCN: A New GCN Architecture via Bidirectional Convolution of Topology and Features on Text-Rich Networks.
WSDM
Di Jin, Xiangchen Song, Zhizhi Yu, Ziyang Liu, Heling Zhang, Zhaomeng Cheng, Jiawei Han
2021 A* conf
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining.
NeurIPS
Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
2021 J jnl
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining.
CoRR
Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
2021 — conf
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation.
NAACL-HLT (Demonstrations)
Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Yi R. Fung, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed ElSayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych
2021 — conf
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision.
EMNLP (1)
Xuan Wang, Vivian Hu, Xiangchen Song, Shweta Garg, Jinfeng Xiao, Jiawei Han
2021 J jnl
Chemical-Reaction-Aware Molecule Representation Learning.
CoRR
Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke
2021 A* conf
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding.
ICLR
Yanru Qu, Dinghan Shen, Yelong Shen, Sandra Sajeev, Weizhu Chen, Jiawei Han
2021 — conf
Corpus-based Open-Domain Event Type Induction.
EMNLP (1)
Jiaming Shen, Yunyi Zhang, Heng Ji, Jiawei Han
2021 J jnl
Corpus-based Open-Domain Event Type Induction.
CoRR
Jiaming Shen, Yunyi Zhang, Heng Ji, Jiawei Han
2021 — conf
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training.
EMNLP (1)
Yu Meng, Yunyi Zhang, Jiaxin Huang, Xuan Wang, Yu Zhang, Heng Ji, Jiawei Han
2021 J jnl
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training.
CoRR
Yu Meng, Yunyi Zhang, Jiaxin Huang, Xuan Wang, Yu Zhang, Heng Ji, Jiawei Han
2021 — conf
Document-Level Event Argument Extraction by Conditional Generation.
NAACL-HLT
Sha Li, Heng Ji, Jiawei Han
2021 J jnl
Document-Level Event Argument Extraction by Conditional Generation.
CoRR
Sha Li, Heng Ji, Jiawei Han
2021 J jnl
Eider: Evidence-enhanced Document-level Relation Extraction.
CoRR
Yiqing Xie, Jiaming Shen, Sha Li, Yuning Mao, Jiawei Han
2021 J jnl
Entity Linking Meets Deep Learning: Techniques and Solutions.
CoRR
Wei Shen, Yuhan Li, Yinan Liu, Jiawei Han, Jianyong Wang, Xiaojie Yuan
2021 — conf
Event Time Extraction and Propagation via Graph Attention Networks.
NAACL-HLT
Haoyang Wen, Yanru Qu, Heng Ji, Qiang Ning, Jiawei Han, Avi Sil, Hanghang Tong, Dan Roth
2021 — conf
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation.
EMNLP (1)
Yuning Mao, Wenchang Ma, Deren Lei, Jiawei Han, Xiang Ren
2021 — conf
Few-Shot Named Entity Recognition: An Empirical Baseline Study.
EMNLP (1)
Jiaxin Huang, Chunyuan Li, Krishan Subudhi, Damien Jose, Shobana Balakrishnan, Weizhu Chen, Baolin Peng, Jianfeng Gao, Jiawei Han
2021 J jnl
Fine-Grained Opinion Summarization with Minimal Supervision.
CoRR
Suyu Ge, Jiaxin Huang, Yu Meng, Sharon Wang, Jiawei Han
2021 J jnl
Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction.
CoRR
Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss
2021 — conf
Generation-Augmented Retrieval for Open-Domain Question Answering.
ACL/IJCNLP (1)
Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen
2021 A conf
Hierarchical Metadata-Aware Document Categorization under Weak Supervision.
WSDM
Yu Zhang, Xiusi Chen, Yu Meng, Jiawei Han
2021 A* conf
MATCH: Metadata-Aware Text Classification in A Large Hierarchy.
WWW
Yu Zhang, Zhihong Shen, Yuxiao Dong, Kuansan Wang, Jiawei Han
2021 J jnl
MATCH: Metadata-Aware Text Classification in A Large Hierarchy.
CoRR
Yu Zhang, Zhihong Shen, Yuxiao Dong, Kuansan Wang, Jiawei Han
2021 A* conf
Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Rich Networks.
WWW
Xinyang Zhang, Chenwei Zhang, Xin Luna Dong, Jingbo Shang, Jiawei Han
2021 J jnl
Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Rich Networks.
CoRR
Xinyang Zhang, Chenwei Zhang, Xin Luna Dong, Jingbo Shang, Jiawei Han
2021 J jnl
MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information.
CoRR
Yu Zhang, Shweta Garg, Yu Meng, Xiusi Chen, Jiawei Han
2021 J jnl
Multi-head or Single-head? An Empirical Comparison for Transformer Training.
CoRR
Liyuan Liu, Jialu Liu, Jiawei Han
2021 A* conf
On the Power of Pre-Trained Text Representations: Models and Applications in Text Mining.
KDD
Yu Meng, Jiaxin Huang, Yu Zhang, Jiawei Han
2021 — conf
On the Transformer Growth for Progressive BERT Training.
NAACL-HLT
Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen, Jiawei Han
2021 — conf
Open-Domain Question Answering with Pre-Constructed Question Spaces.
NAACL-HLT (Student Research Workshop)
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
2021 A* conf
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision.
ICDM
Dongha Lee, Dongmin Hyun, Jiawei Han, Hwanjo Yu
2021 J jnl
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision.
CoRR
Dongha Lee, Dongmin Hyun, Jiawei Han, Hwanjo Yu
2021 — conf
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System.
NAACL-HLT (Demonstrations)
Haoyang Wen, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Ren Fung, Piyush Mishra, Qing Lyu, Dídac Surís, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji
2021 — conf
Reader-Guided Passage Reranking for Open-Domain Question Answering.
ACL/IJCNLP (Findings)
Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen
2021 J jnl
Reader-Guided Passage Reranking for Open-Domain Question Answering.
CoRR
Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen
2021 J jnl
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction.
CoRR
Yuxin Xiao, Zecheng Zhang, Yuning Mao, Carl Yang, Jiawei Han
2021 A conf
SUMDocS: Surrounding-aware Unsupervised Multi-Document Summarization.
SDM
Qi Zhu, Fang Guo, Jingjing Tian, Yuning Mao, Jiawei Han
2021 — conf
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup.
RepL4NLP@ACL-IJCNLP
Luyu Gao, Yunyi Zhang, Jiawei Han, Jamie Callan
2021 A* conf
Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data.
NeurIPS
Qi Zhu, Natalia Ponomareva, Jiawei Han, Bryan Perozzi
2021 J jnl
Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data.
CoRR
Qi Zhu, Natalia Ponomareva, Jiawei Han, Bryan Perozzi
2021 Misc conf
Simulating Online Social Response: A Stimulus/Response Perspective.
WSC
Huajie Shao, Tarek F. Abdelzaher, Jiawei Han, Minhao Jiang, Yuning Mao, Yu Meng, Wenda Qiu, Dachun Sun, Ruijie Wang, Chaoqi Yang, Zhenzhou Yang, Xinyang Zhang, Yu Zhang, Sam Cohen, James Flamino, György Korniss, Omar Malik, Aamir Mandviwalla, Boleslaw K. Szymanski, Lake Yin
2021 A* conf
TAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract).
IJCAI
Carl Yang, Jieyu Zhang, Jiawei Han
2021 — conf
TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names.
NAACL-HLT
Jiaming Shen, Wenda Qiu, Yu Meng, Jingbo Shang, Xiang Ren, Jiawei Han
2021 — conf
The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction.
EMNLP (1)
Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss
2021 — conf
Training ELECTRA Augmented with Multi-word Selection.
ACL/IJCNLP (Findings)
Jiaming Shen, Jialu Liu, Tianqi Liu, Cong Yu, Jiawei Han
2021 J jnl
Training ELECTRA Augmented with Multi-word Selection.
CoRR
Jiaming Shen, Jialu Liu, Tianqi Liu, Cong Yu, Jiawei Han
2021 A* conf
Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization.
NeurIPS
Qi Zhu, Carl Yang, Yidan Xu, Haonan Wang, Chao Zhang, Jiawei Han
2021 A* conf
UCPhrase: Unsupervised Context-aware Quality Phrase Tagging.
KDD
Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang
2021 J jnl
UCPhrase: Unsupervised Context-aware Quality Phrase Tagging.
CoRR
Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang
2021 J jnl
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning.
CoRR
Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Wen-tau Yih, Madian Khabsa
2021 A* conf
Universal Graph Convolutional Networks.
NeurIPS
Di Jin, Zhizhi Yu, Cuiying Huo, Rui Wang, Xiao Wang, Dongxiao He, Jiawei Han
2021 J jnl
Who Should Go First? A Self-Supervised Concept Sorting Model for Improving Taxonomy Expansion.
CoRR
Xiangchen Song, Jiaming Shen, Jieyu Zhang, Jiawei Han
2020 A* conf
A Data-Driven Graph Generative Model for Temporal Interaction Networks.
KDD
Dawei Zhou, Lecheng Zheng, Jiawei Han, Jingrui He
2020 J jnl
A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling.
CoRR
Wanzheng Zhu, Chao Zhang, Shuochao Yao, Xiaobin Gao, Jiawei Han
2020 A* conf
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types.
KDD
Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han
2020 J jnl
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types.
CoRR
Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han
2020 J jnl
Automatic Textual Evidence Mining in COVID-19 Literature.
CoRR
Xuan Wang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Jiawei Han
2020 J jnl
BiTe-GCN: A New GCN Architecture via BidirectionalConvolution of Topology and Features on Text-Rich Networks.
CoRR
Di Jin, Xiangchen Song, Zhizhi Yu, Ziyang Liu, Heling Zhang, Zhaomeng Cheng, Jiawei Han
2020 J jnl
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation.
CoRR
Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed ElSayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych
2020 A* conf
Co-Embedding Network Nodes and Hierarchical Labels with Taxonomy Based Generative Adversarial Networks.
ICDM
Carl Yang, Jieyu Zhang, Jiawei Han
2020 J jnl
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding.
CoRR
Yanru Qu, Dinghan Shen, Yelong Shen, Sandra Sajeev, Jiawei Han, Weizhu Chen
2020 A* conf
CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring.
KDD
Jiaxin Huang, Yiqing Xie, Yu Meng, Yunyi Zhang, Jiawei Han
2020 J jnl
CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring.
CoRR
Jiaxin Huang, Yiqing Xie, Yu Meng, Yunyi Zhang, Jiawei Han
2020 A* conf
Collective Multi-type Entity Alignment Between Knowledge Graphs.
WWW
Qi Zhu, Hao Wei, Bunyamin Sisman, Da Zheng, Christos Faloutsos, Xin Luna Dong, Jiawei Han
2020 J jnl
Comprehensive Named Entity Recognition on CORD-19 with Distant or Weak Supervision.
CoRR
Xuan Wang, Xiangchen Song, Yingjun Guan, Bangzheng Li, Jiawei Han
2020 J jnl
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation.
CoRR
Yuning Mao, Xiang Ren, Heng Ji, Jiawei Han
2020 J jnl
Deep multiplex graph infomax: Attentive multiplex network embedding using global information.
Knowl. Based Syst.
Chanyoung Park, Jiawei Han, Hwanjo Yu
2020 A* conf
Discriminative Topic Mining via Category-Name Guided Text Embedding.
WWW
Yu Meng, Jiaxin Huang, Guangyuan Wang, Zihan Wang, Chao Zhang, Yu Zhang, Jiawei Han
2020 — conf
EVIDENCEMINER: Textual Evidence Discovery for Life Sciences.
ACL (demo)
Xuan Wang, Yingjun Guan, Weili Liu, Aabhas Chauhan, Enyi Jiang, Qi Li, David Liem, Dibakar Sigdel, John Caufield, Peipei Ping, Jiawei Han
2020 A* conf
Embedding-Driven Multi-Dimensional Topic Mining and Text Analysis.
KDD
Yu Meng, Jiaxin Huang, Jiawei Han
2020 A* conf
Empower Entity Set Expansion via Language Model Probing.
ACL
Yunyi Zhang, Jiaming Shen, Jingbo Shang, Jiawei Han
2020 J jnl
Empower Entity Set Expansion via Language Model Probing.
CoRR
Yunyi Zhang, Jiaming Shen, Jingbo Shang, Jiawei Han
2020 — conf
FUSE: Multi-faceted Set Expansion by Coherent Clustering of Skip-Grams.
ECML/PKDD (3)
Wanzheng Zhu, Hongyu Gong, Jiaming Shen, Chao Zhang, Jingbo Shang, Suma Bhat, Jiawei Han
2020 A* conf
Facet-Aware Evaluation for Extractive Summarization.
ACL
Yuning Mao, Liyuan Liu, Qi Zhu, Xiang Ren, Jiawei Han
2020 J jnl
Few-Shot Named Entity Recognition: A Comprehensive Study.
CoRR
Jiaxin Huang, Chunyuan Li, Krishan Subudhi, Damien Jose, Shobana Balakrishnan, Weizhu Chen, Baolin Peng, Jianfeng Gao, Jiawei Han
2020 — conf
Fine-Grained Named Entity Recognition with Distant Supervision in COVID-19 Literature.
BIBM
Xuan Wang, Xiangchen Song, Bangzheng Li, Kang Zhou, Qi Li, Jiawei Han
2020 J jnl
GCN for HIN via Implicit Utilization of Attention and Meta-paths.
CoRR
Di Jin, Zhizhi Yu, Dongxiao He, Carl Yang, Philip S. Yu, Jiawei Han
2020 A* conf
Generating Representative Headlines for News Stories.
WWW
Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, You Wu, Cong Yu, Daniel Finnie, Hongkun Yu, Jiaqi Zhai, Nicholas Zukoski
2020 J jnl
Generating Representative Headlines for News Stories.
CoRR
Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, Hongkun Yu, You Wu, Cong Yu, Daniel Finnie, Jiaqi Zhai, Nicholas Zukoski
2020 J jnl
Generation-Augmented Retrieval for Open-domain Question Answering.
CoRR
Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen
2020 — conf
Graph Clustering with Embedding Propagation.
IEEE BigData
Carl Yang, Liyuan Liu, Mengxiong Liu, Zongyi Wang, Chao Zhang, Jiawei Han
2020 A* conf
Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and Co-Expansion.
WWW
Jiaxin Huang, Yiqing Xie, Yu Meng, Jiaming Shen, Yunyi Zhang, Jiawei Han
2020 J jnl
Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and Co-Expansion.
CoRR
Jiaxin Huang, Yiqing Xie, Yu Meng, Jiaming Shen, Yunyi Zhang, Jiawei Han
2020 J jnl
Heterogeneous Network Representation Learning: Survey, Benchmark, Evaluation, and Beyond.
CoRR
Carl Yang, Yuxin Xiao, Yu Zhang, Yizhou Sun, Jiawei Han
2020 J jnl
Hierarchical Metadata-Aware Document Categorization under Weak Supervision.
CoRR
Yu Zhang, Xiusi Chen, Yu Meng, Jiawei Han
2020 A* conf
Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding.
KDD
Yu Meng, Yunyi Zhang, Jiaxin Huang, Yu Zhang, Chao Zhang, Jiawei Han
2020 J jnl
Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding.
CoRR
Yu Meng, Yunyi Zhang, Jiaxin Huang, Yu Zhang, Chao Zhang, Jiawei Han
2020 A conf
Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction.
WSDM
Aravind Sankar, Xinyang Zhang, Adit Krishnan, Jiawei Han
2020 J jnl
Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction.
CoRR
Aravind Sankar, Xinyang Zhang, Adit Krishnan, Jiawei Han
2020 A* conf
Joint Aspect-Sentiment Analysis with Minimal User Guidance.
SIGIR
Honglei Zhuang, Fang Guo, Chao Zhang, Liyuan Liu, Jiawei Han
2020 A* conf
Minimally Supervised Categorization of Text with Metadata.
SIGIR
Yu Zhang, Yu Meng, Jiaxin Huang, Frank F. Xu, Xuan Wang, Jiawei Han
2020 J jnl
Minimally Supervised Categorization of Text with Metadata.
CoRR
Yu Zhang, Yu Meng, Jiaxin Huang, Frank F. Xu, Xuan Wang, Jiawei Han
2020 A* conf
Mining Text Outliers in Document Directories.
ICDM
Edouard Fouché, Yu Meng, Fang Guo, Honglei Zhuang, Klemens Böhm, Jiawei Han
2020 — conf
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning.
EMNLP (1)
Yuning Mao, Yanru Qu, Yiqing Xie, Xiang Ren, Jiawei Han
2020 J jnl
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning.
CoRR
Yuning Mao, Yanru Qu, Yiqing Xie, Xiang Ren, Jiawei Han
2020 A* conf
MultiSage: Empowering GCN with Contextualized Multi-Embeddings on Web-Scale Multipartite Networks.
KDD
Carl Yang, Aditya Pal, Andrew Zhai, Nikil Pancha, Jiawei Han, Charles Rosenberg, Jure Leskovec
2020 J jnl
Multiscale online media simulation with SocialCube.
Comput. Math. Organ. Theory
Tarek F. Abdelzaher, Jiawei Han, Yifan Hao, Andong Jing, Dongxin Liu, Shengzhong Liu, Hoang Hai Nguyen, David M. Nicol, Huajie Shao, Tianshi Wang, Shuochao Yao, Yu Zhang, Omar Malik, Stephen Dipple, James Flamino, Fred Buchanan, Sam Cohen, György Korniss, Boleslaw K. Szymanski
2020 — conf
Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding.
EMNLP (1)
Jiaming Shen, Heng Ji, Jiawei Han
2020 J jnl
Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding.
CoRR
Jiaming Shen, Heng Ji, Jiawei Han
2020 A* conf
NetTaxo: Automated Topic Taxonomy Construction from Text-Rich Network.
WWW
Jingbo Shang, Xinyang Zhang, Liyuan Liu, Sha Li, Jiawei Han
2020 A* conf
Neural Concept Map Generation for Effective Document Classification with Interpretable Structured Summarization.
SIGIR
Carl Yang, Jieyu Zhang, Haonan Wang, Bangzheng Li, Jiawei Han
2020 A* conf
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision.
KDD
Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han
2020 J jnl
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision.
CoRR
Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han
2020 J jnl
On the Transformer Growth for Progressive BERT Training.
CoRR
Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen, Jiawei Han
2020 A* conf
On the Variance of the Adaptive Learning Rate and Beyond.
ICLR
Liyuan Liu, Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Jiawei Han
2020 J jnl
Open-Domain Question Answering with Pre-Constructed Question Spaces.
CoRR
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
2020 J jnl
Partially-Typed NER Datasets Integration: Connecting Practice to Theory.
CoRR
Shi Zhi, Liyuan Liu, Yu Zhang, Shiyin Wang, Qi Li, Chao Zhang, Jiawei Han
2020 — conf
Pattern-enhanced Named Entity Recognition with Distant Supervision.
IEEE BigData
Xuan Wang, Yingjun Guan, Yu Zhang, Qi Li, Jiawei Han
2020 A conf
Relation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders.
WSDM
Carl Yang, Jieyu Zhang, Haonan Wang, Sha Li, Myunghwan Kim, Matt Walker, Yiou Xiao, Jiawei Han
2020 — conf
SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery.
EMNLP (1)
Jiaming Shen, Wenda Qiu, Jingbo Shang, Michelle Vanni, Xiang Ren, Jiawei Han
2020 J jnl
SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery.
CoRR
Jiaming Shen, Wenda Qiu, Jingbo Shang, Michelle Vanni, Xiang Ren, Jiawei Han
2020 A* conf
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network.
WWW
Jiaming Shen, Zhihong Shen, Chenyan Xiong, Chi Wang, Kuansan Wang, Jiawei Han
2020 J jnl
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network.
CoRR
Jiaming Shen, Zhihong Shen, Chenyan Xiong, Chi Wang, Kuansan Wang, Jiawei Han
2020 — conf
Text Classification Using Label Names Only: A Language Model Self-Training Approach.
EMNLP (1)
Yu Meng, Yunyi Zhang, Jiaxin Huang, Chenyan Xiong, Heng Ji, Chao Zhang, Jiawei Han
2020 J jnl
Text Classification Using Label Names Only: A Language Model Self-Training Approach.
CoRR
Yu Meng, Yunyi Zhang, Jiaxin Huang, Chenyan Xiong, Heng Ji, Chao Zhang, Jiawei Han
2020 — conf
Textual Evidence Mining via Spherical Heterogeneous Information Network Embedding.
IEEE BigData
Xuan Wang, Yu Zhang, Aabhas Chauhan, Qi Li, Jiawei Han
2020 J jnl
Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization.
CoRR
Qi Zhu, Yidan Xu, Haonan Wang, Chao Zhang, Jiawei Han, Carl Yang
2020 — conf
Understanding the Difficulty of Training Transformers.
EMNLP (1)
Liyuan Liu, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Jiawei Han
2020 J jnl
Understanding the Difficulty of Training Transformers.
CoRR
Liyuan Liu, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Jiawei Han
2020 A* conf
Unsupervised Attributed Multiplex Network Embedding.
AAAI
Chanyoung Park, Donghyun Kim, Jiawei Han, Hwanjo Yu
2020 A* conf
Unsupervised Differentiable Multi-aspect Network Embedding.
KDD
Chanyoung Park, Carl Yang, Qi Zhu, Donghyun Kim, Hwanjo Yu, Jiawei Han
2020 J jnl
Unsupervised Differentiable Multi-aspect Network Embedding.
CoRR
Chanyoung Park, Carl Yang, Qi Zhu, Donghyun Kim, Hwanjo Yu, Jiawei Han
2020 J jnl
Unsupervised Word Embedding Learning by Incorporating Local and Global Contexts.
Frontiers Big Data
Yu Meng, Jiaxin Huang, Guangyuan Wang, Zihan Wang, Chao Zhang, Jiawei Han
2020 J jnl
Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures.
IEEE Open J. Comput. Soc.
Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Henry Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari
2020 — conf
Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding.
EMNLP (1)
Jiaxin Huang, Yu Meng, Fang Guo, Heng Ji, Jiawei Han
2020 J jnl
Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding.
CoRR
Jiaxin Huang, Yu Meng, Fang Guo, Heng Ji, Jiawei Han
2020 A* conf
When Do GNNs Work: Understanding and Improving Neighborhood Aggregation.
IJCAI
Yiqing Xie, Sha Li, Carl Yang, Raymond Chi-Wing Wong, Jiawei Han
2020 J jnl
cube2net: Efficient Query-Specific Network Construction with Data Cube Organization.
CoRR
Carl Yang, Mengxiong Liu, Frank He, Jian Peng, Jiawei Han
2019 — conf
Arabic Named Entity Recognition: What Works and What's Next.
WANLP@ACL 2019
Liyuan Liu, Jingbo Shang, Jiawei Han
2019 — conf
Biomedical Event Extraction based on Knowledge-driven Tree-LSTM.
NAACL-HLT (1)
Diya Li, Lifu Huang, Heng Ji, Jiawei Han
2019 J jnl
CatE: Category-Name GuidedWord Embedding.
CoRR
Yu Meng, Jiaxin Huang, Guangyuan Wang, Zihan Wang, Chao Zhang, Jiawei Han
2019 — conf
Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings.
WANLP@ACL 2019
Ahmed El-Kishky, Xingyu Fu, Aseel Addawood, Nahil A. Sobh, Clare R. Voss, Jiawei Han
2019 A* conf
Constructing and Mining Heterogeneous Information Networks from Massive Text.
KDD
Jingbo Shang, Jiaming Shen, Liyuan Liu, Jiawei Han
2019 J jnl
Cross-type biomedical named entity recognition with deep multi-task learning.
Bioinform.
Xuan Wang, Yu Zhang, Xiang Ren, Yuhao Zhang, Marinka Zitnik, Jingbo Shang, Curtis P. Langlotz, Jiawei Han
2019 — conf
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations.
EMNLP/IJCNLP (1)
Zihan Wang, Jingbo Shang, Liyuan Liu, Lihao Lu, Jiacheng Liu, Jiawei Han
2019 J jnl
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations.
CoRR
Zihan Wang, Jingbo Shang, Liyuan Liu, Lihao Lu, Jiacheng Liu, Jiawei Han
2019 J jnl
CubeNet: Multi-Facet Hierarchical Heterogeneous Network Construction, Analysis, and Mining.
CoRR
Carl Yang, Dai Teng, Siyang Liu, Sayantani Basu, Jieyu Zhang, Jiaming Shen, Chao Zhang, Jingbo Shang, Lance M. Kaplan, Timothy Harratty, Jiawei Han
2019 A conf
Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity.
CIKM
Yu Shi, Jiaming Shen, Yuchen Li, Naijing Zhang, Xinwei He, Zhengzhi Lou, Qi Zhu, Matthew Walker, Myunghwan Kim, Jiawei Han
2019 J jnl
Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity.
CoRR
Yu Shi, Jiaming Shen, Yuchen Li, Naijing Zhang, Xinwei He, Zhengzhi Lou, Qi Zhu, Matthew Walker, Myunghwan Kim, Jiawei Han
2019 — conf
Distantly Supervised Biomedical Named Entity Recognition with Dictionary Expansion.
BIBM
Xuan Wang, Yu Zhang, Qi Li, Xiang Ren, Jingbo Shang, Jiawei Han
2019 J jnl
FUSE: Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams.
CoRR
Wanzheng Zhu, Hongyu Gong, Jiaming Shen, Chao Zhang, Jingbo Shang, Suma Bhat, Jiawei Han
2019 J jnl
Facet-Aware Evaluation for Extractive Text Summarization.
CoRR
Yuning Mao, Liyuan Liu, Qi Zhu, Xiang Ren, Jiawei Han
2019 A conf
From Unstructured Text to TextCube: Automated Construction and Multidimensional Exploration.
CIKM
Jiawei Han
2019 A conf
GeoAttn: Localization of Social Media Messages via Attentional Memory Network.
SDM
Sha Li, Chao Zhang, Dongming Lei, Ji Li, Jiawei Han
2019 J jnl
Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures.
CoRR
Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Hank Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari
2019 J jnl
HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion.
CoRR
Jiaming Shen, Zeqiu Wu, Dongming Lei, Chao Zhang, Xiang Ren, Michelle T. Vanni, Brian M. Sadler, Jiawei Han
2019 A* conf
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories.
ICDM
Yu Zhang, Frank F. Xu, Sha Li, Yu Meng, Xuan Wang, Qi Li, Jiawei Han
2019 J jnl
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories.
CoRR
Yu Zhang, Frank F. Xu, Sha Li, Yu Meng, Xuan Wang, Qi Li, Jiawei Han
2019 — conf
Hierarchical Text Classification with Reinforced Label Assignment.
EMNLP/IJCNLP (1)
Yuning Mao, Jingjing Tian, Jiawei Han, Xiang Ren
2019 J jnl
Hierarchical Text Classification with Reinforced Label Assignment.
CoRR
Yuning Mao, Jingjing Tian, Jiawei Han, Xiang Ren
2019 J jnl
I Know You'll Be Back: Interpretable New User Clustering and Churn Prediction on a Mobile Social Application.
CoRR
Carl Yang, Xiaolin Shi, Luo Jie, Jiawei Han
2019 A conf
Integrating Local Context and Global Cohesiveness for Open Information Extraction.
WSDM
Qi Zhu, Xiang Ren, Jingbo Shang, Yu Zhang, Ahmed El-Kishky, Jiawei Han
2019 J jnl
Meta-Graph Based HIN Spectral Embedding: Methods, Analyses, and Insights.
CoRR
Carl Yang, Yichen Feng, Pan Li, Yu Shi, Jiawei Han
2019 A* conf
Mining Entity Synonyms with Efficient Neural Set Generation.
AAAI
Jiaming Shen, Ruiliang Lyu, Xiang Ren, Michelle Vanni, Brian M. Sadler, Jiawei Han
2019 — conf
Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach.
IEEE BigData
Hyungsul Kim, Ahmed El-Kishky, Xiang Ren, Jiawei Han
2019 J jnl
Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach.
CoRR
Hyungsul Kim, Ahmed El-Kishky, Xiang Ren, Jiawei Han
2019 — book
Multidimensional Mining of Massive Text Data
Chao Zhang, Jiawei Han
2019 A* conf
Neural Embedding Propagation on Heterogeneous Networks.
ICDM
Carl Yang, Jieyu Zhang, Jiawei Han
2019 J jnl
Neural Embedding Propagation on Heterogeneous Networks.
CoRR
Carl Yang, Jieyu Zhang, Jiawei Han
2019 J jnl
On the Variance of the Adaptive Learning Rate and Beyond.
CoRR
Liyuan Liu, Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Jiawei Han
2019 — conf
Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings.
IEEE BigData
Ahmed El-Kishky, Frank F. Xu, Aston Zhang, Jiawei Han
2019 J jnl
Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings.
CoRR
Ahmed El-Kishky, Frank F. Xu, Aston Zhang, Jiawei Han
2019 A* conf
Place Deduplication with Embeddings.
WWW
Carl Yang, Do Huy Hoang, Tomás Mikolov, Jiawei Han
2019 J jnl
Place Deduplication with Embeddings.
CoRR
Carl Yang, Do Huy Hoang, Tomás Mikolov, Jiawei Han
2019 A conf
Query-Specific Knowledge Summarization with Entity Evolutionary Networks.
CIKM
Carl Yang, Lingrui Gan, Zongyi Wang, Jiaming Shen, Jinfeng Xiao, Jiawei Han
2019 J jnl
Query-Specific Knowledge Summarization with Entity Evolutionary Networks.
CoRR
Carl Yang, Lingrui Gan, Zongyi Wang, Jiaming Shen, Jinfeng Xiao, Jiawei Han
2019 J jnl
Raw-to-End Name Entity Recognition in Social Media.
CoRR
Liyuan Liu, Zihan Wang, Jingbo Shang, Dandong Yin, Heng Ji, Xiang Ren, Shaowen Wang, Jiawei Han
2019 J jnl
Relation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders.
CoRR
Carl Yang, Jieyu Zhang, Haonan Wang, Sha Li, Myunghwan Kim, Matt Walker, Yiou Xiao, Jiawei Han
2019 — conf
Reliability-aware Dynamic Feature Composition for Name Tagging.
ACL (1)
Ying Lin, Liyuan Liu, Heng Ji, Dong Yu, Jiawei Han
2019 A* conf
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks.
WWW
Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher
2019 J jnl
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks.
CoRR
Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher
2019 J jnl
SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble.
CoRR
Jiaming Shen, Zeqiu Wu, Dongming Lei, Jingbo Shang, Xiang Ren, Jiawei Han
2019 J jnl
Similarity Modeling on Heterogeneous Networks via Automatic Path Discovery.
CoRR
Carl Yang, Mengxiong Liu, Frank He, Xikun Zhang, Jian Peng, Jiawei Han
2019 A* conf
Spherical Text Embedding.
NeurIPS
Yu Meng, Jiaxin Huang, Guangyuan Wang, Chao Zhang, Honglei Zhuang, Lance M. Kaplan, Jiawei Han
2019 J jnl
Spherical Text Embedding.
CoRR
Yu Meng, Jiaxin Huang, Guangyuan Wang, Chao Zhang, Honglei Zhuang, Lance M. Kaplan, Jiawei Han
2019 A conf
Task-Guided Pair Embedding in Heterogeneous Network.
CIKM
Chanyoung Park, Donghyun Kim, Qi Zhu, Jiawei Han, Hwanjo Yu
2019 J jnl
Task-Guided Pair Embedding in Heterogeneous Network.
CoRR
Chanyoung Park, Donghyun Kim, Qi Zhu, Jiawei Han, Hwanjo Yu
2019 J jnl
TextCube: Automated Construction and Multidimensional Exploration.
Proc. VLDB Endow.
Yu Meng, Jiaxin Huang, Jingbo Shang, Jiawei Han
2019 J jnl
Unsupervised Attributed Multiplex Network Embedding.
CoRR
Chanyoung Park, Donghyun Kim, Jiawei Han, Hwanjo Yu
2019 — conf
User-Guided Clustering in Heterogeneous Information Networks via Motif-Based Comprehensive Transcription.
ECML/PKDD (1)
Yu Shi, Xinwei He, Naijing Zhang, Carl Yang, Jiawei Han
2019 A* conf
Weakly-Supervised Hierarchical Text Classification.
AAAI
Yu Meng, Jiaming Shen, Chao Zhang, Jiawei Han
2019 — conf
cube2net: Efficient Query-Specific Network Construction with Data Cube Organization.
ICDM Workshops
Carl Yang, Jiawei Han
2018 A* conf
A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling.
AAAI
Wanzheng Zhu, Chao Zhang, Shuochao Yao, Xiaobin Gao, Jiawei Han
2018 A* conf
Active Learning on Heterogeneous Information Networks: A Multi-armed Bandit Approach.
ICDM
Doris Xin, Ahmed El-Kishky, De Liao, Brandon Norick, Jiawei Han
2018 Misc conf
Annotating gene sets by mining large literature collections with protein networks.
PSB
Sheng Wang, Jianzhu Ma, Michael Ku Yu, Fan Zheng, Edward W. Huang, Jiawei Han, Jian Peng, Trey Ideker
2018 A conf
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks.
SDM
Yu Shi, Huan Gui, Qi Zhu, Lance M. Kaplan, Jiawei Han
2018 J jnl
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks.
CoRR
Yu Shi, Huan Gui, Qi Zhu, Lance M. Kaplan, Jiawei Han
2018 J jnl
Automated Phrase Mining from Massive Text Corpora.
IEEE Trans. Knowl. Data Eng.
Jingbo Shang, Jialu Liu, Meng Jiang, Xiang Ren, Clare R. Voss, Jiawei Han
2018 J jnl
Contrast Subgraph Mining from Coherent Cores.
CoRR
Jingbo Shang, Xiyao Shi, Meng Jiang, Liyuan Liu, Timothy P. Hanratty, Jiawei Han
2018 J jnl
Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning.
CoRR
Xuan Wang, Yu Zhang, Xiang Ren, Yuhao Zhang, Marinka Zitnik, Jingbo Shang, Curtis P. Langlotz, Jiawei Han
2018 A conf
Curriculum Learning for Heterogeneous Star Network Embedding via Deep Reinforcement Learning.
WSDM
Meng Qu, Jian Tang, Jiawei Han
2018 J jnl
DPPred: An Effective Prediction Framework with Concise Discriminative Patterns.
IEEE Trans. Knowl. Data Eng.
Jingbo Shang, Meng Jiang, Wenzhu Tong, Jinfeng Xiao, Jian Peng, Jiawei Han
2018 — ch.
Data Mining.
Encyclopedia of Database Systems (2nd ed.)
Jiawei Han
2018 A* conf
Did You Enjoy the Ride? Understanding Passenger Experience via Heterogeneous Network Embedding.
ICDE
Carl Yang, Chao Zhang, Xuewen Chen, Jieping Ye, Jiawei Han
2018 A* conf
Doc2Cube: Allocating Documents to Text Cube Without Labeled Data.
ICDM
Fangbo Tao, Chao Zhang, Xiusi Chen, Meng Jiang, Tim Hanratty, Lance M. Kaplan, Jiawei Han
2018 A* conf
Dynamic Truth Discovery on Numerical Data.
ICDM
Shi Zhi, Fan Yang, Zheyi Zhu, Qi Li, Zhaoran Wang, Jiawei Han
2018 A* conf
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks.
KDD
Yu Shi, Qi Zhu, Fang Guo, Chao Zhang, Jiawei Han
2018 J jnl
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks.
CoRR
Yu Shi, Qi Zhu, Fang Guo, Chao Zhang, Jiawei Han
2018 A* conf
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling.
EMNLP
Liyuan Liu, Xiang Ren, Jingbo Shang, Xiaotao Gu, Jian Peng, Jiawei Han
2018 J jnl
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling.
CoRR
Liyuan Liu, Xiang Ren, Jingbo Shang, Jian Peng, Jiawei Han
2018 A* conf
Empower Sequence Labeling with Task-Aware Neural Language Model.
AAAI
Liyuan Liu, Jingbo Shang, Xiang Ren, Frank Fangzheng Xu, Huan Gui, Jian Peng, Jiawei Han
2018 — conf
End-to-End Reinforcement Learning for Automatic Taxonomy Induction.
ACL (1)
Yuning Mao, Xiang Ren, Jiaming Shen, Xiaotao Gu, Jiawei Han
2018 J jnl
End-to-End Reinforcement Learning for Automatic Taxonomy Induction.
CoRR
Yuning Mao, Xiang Ren, Jiaming Shen, Xiaotao Gu, Jiawei Han
2018 A* conf
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach.
SIGIR
Jiaming Shen, Jinfeng Xiao, Xinwei He, Jingbo Shang, Saurabh Sinha, Jiawei Han
2018 J jnl
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach.
CoRR
Jiaming Shen, Jinfeng Xiao, Xinwei He, Jingbo Shang, Saurabh Sinha, Jiawei Han
2018 J jnl
Expert Finding in Heterogeneous Bibliographic Networks with Locally-trained Embeddings.
CoRR
Huan Gui, Qi Zhu, Liyuan Liu, Aston Zhang, Jiawei Han
2018 — ch.
Frequent Itemsets and Association Rules.
Encyclopedia of Database Systems (2nd ed.)
Hong Cheng, Jiawei Han
2018 J jnl
GeoBurst+: Effective and Real-Time Local Event Detection in Geo-Tagged Tweet Streams.
ACM Trans. Intell. Syst. Technol.
Chao Zhang, Dongming Lei, Quan Yuan, Honglei Zhuang, Lance M. Kaplan, Shaowen Wang, Jiawei Han
2018 A* conf
HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion.
KDD
Jiaming Shen, Zeqiu Wu, Dongming Lei, Chao Zhang, Xiang Ren, Michelle T. Vanni, Brian M. Sadler, Jiawei Han
2018 J jnl
Higher-Order Clustering in Heterogeneous Information Networks.
CoRR
Yu Shi, Xinwei He, Naijing Zhang, Carl Yang, Jiawei Han
2018 A* conf
I Know You'll Be Back: Interpretable New User Clustering and Churn Prediction on a Mobile Social Application.
KDD
Carl Yang, Xiaolin Shi, Luo Jie, Jiawei Han
2018 A conf
Indirect Supervision for Relation Extraction using Question-Answer Pairs.
WSDM
Zeqiu Wu, Xiang Ren, Frank F. Xu, Ji Li, Jiawei Han
2018 J jnl
Integrating Local Context and Global Cohesiveness for Open Information Extraction.
CoRR
Qi Zhu, Xiang Ren, Jingbo Shang, Yu Zhang, Frank F. Xu, Jiawei Han
2018 A conf
Investigating Rumor News Using Agreement-Aware Search.
CIKM
Jingbo Shang, Jiaming Shen, Tianhang Sun, Xingbang Liu, Anja Gruenheid, Flip Korn, Ádám D. Lelkes, Cong Yu, Jiawei Han
2018 J jnl
Investigating Rumor News Using Agreement-Aware Search.
CoRR
Jingbo Shang, Tianhang Sun, Jiaming Shen, Xingbang Liu, Anja Gruenheid, Flip Korn, Ádám D. Lelkes, Cong Yu, Jiawei Han
2018 A* conf
Learning Named Entity Tagger using Domain-Specific Dictionary.
EMNLP
Jingbo Shang, Liyuan Liu, Xiaotao Gu, Xiang Ren, Teng Ren, Jiawei Han
2018 J jnl
Learning Named Entity Tagger using Domain-Specific Dictionary.
CoRR
Jingbo Shang, Liyuan Liu, Xiang Ren, Xiaotao Gu, Teng Ren, Jiawei Han
2018 A* conf
Meta-Graph Based HIN Spectral Embedding: Methods, Analyses, and Insights.
ICDM
Carl Yang, Yichen Feng, Pan Li, Yu Shi, Jiawei Han
2018 J jnl
Mining Entity Synonyms with Efficient Neural Set Generation.
CoRR
Jiaming Shen, Ruiliang Lyu, Xiang Ren, Michelle Vanni, Brian M. Sadler, Jiawei Han
2018 — book
Mining Structures of Factual Knowledge from Text: An Effort-Light Approach
Mining Structures of Factual Knowledge from Text
Xiang Ren, Jiawei Han
2018 — conf
Multi-Domain Integration and Correlation Engine.
MILCOM
William Dron, Andrew Hunter, Ali Sydney, Siddharth Pal, John P. Hancock, Lisa Scott, Tarek F. Abdelzaher, Jiawei Han, Sibel Adali, Benjamin D. Horne
2018 B conf
Node, Motif and Subgraph: Leveraging Network Functional Blocks Through Structural Convolution.
ASONAM
Carl Yang, Mengxiong Liu, Vincent W. Zheng, Jiawei Han
2018 A conf
On the Power of Massive Text Data.
WSDM
Jiawei Han
2018 — conf
Open Information Extraction with Global Structure Constraints.
WWW (Companion Volume)
Qi Zhu, Xiang Ren, Jingbo Shang, Yu Zhang, Frank F. Xu, Jiawei Han
2018 — conf
Open Information Extraction with Meta-pattern Discovery in Biomedical Literature.
BCB
Xuan Wang, Yu Zhang, Qi Li, Yinyin Chen, Jiawei Han
2018 A conf
Open-Schema Event Profiling for Massive News Corpora.
CIKM
Quan Yuan, Xiang Ren, Wenqi He, Chao Zhang, Xinhe Geng, Lifu Huang, Heng Ji, Chin-Yew Lin, Jiawei Han
2018 — conf
PENNER: Pattern-enhanced Nested Named Entity Recognition in Biomedical Literature.
BIBM
Xuan Wang, Yu Zhang, Qi Li, Cathy H. Wu, Jiawei Han
2018 — conf
Pattern Discovery for Wide-Window Open Information Extraction in Biomedical Literature.
BIBM
Qi Li, Xuan Wang, Yu Zhang, Fei Ling, Cathy H. Wu, Jiawei Han
2018 — ch.
Pattern-Growth Methods.
Encyclopedia of Database Systems (2nd ed.)
Hong Cheng, Jiawei Han
2018 — ch.
Ranking Methods for Networks.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Yizhou Sun, Jiawei Han
2018 — ch.
Role Discovery.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Chi Wang, Jiawei Han
2018 J jnl
SHINE+: A General Framework for Domain-Specific Entity Linking with Heterogeneous Information Networks.
IEEE Trans. Knowl. Data Eng.
Wei Shen, Jiawei Han, Jianyong Wang, Xiaojie Yuan, Zhenglu Yang
2018 — conf
Similarity Modeling on Heterogeneous Networks via Automatic Path Discovery.
ECML/PKDD (2)
Carl Yang, Mengxiong Liu, Frank He, Xikun Zhang, Jian Peng, Jiawei Han
2018 A* conf
Spatiotemporal Activity Modeling Under Data Scarcity: A Graph-Regularized Cross-Modal Embedding Approach.
AAAI
Chao Zhang, Mengxiong Liu, Zhengchao Liu, Carl Yang, Luming Zhang, Jiawei Han
2018 — ch.
Stream Mining.
Encyclopedia of Database Systems (2nd ed.)
Jiawei Han, Bolin Ding
2018 A* conf
TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering.
KDD
Chao Zhang, Fangbo Tao, Xiusi Chen, Jiaming Shen, Meng Jiang, Brian M. Sadler, Michelle Vanni, Jiawei Han
2018 J jnl
TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering.
CoRR
Chao Zhang, Fangbo Tao, Xiusi Chen, Jiaming Shen, Meng Jiang, Brian M. Sadler, Michelle Vanni, Jiawei Han
2018 J jnl
Towards Quality Aware Information Integration in Distributed Sensing Systems.
IEEE Trans. Parallel Distributed Syst.
Wenjun Jiang, Chenglin Miao, Lu Su, Qi Li, Shaohan Hu, Shiguang Wang, Jing Gao, Hengchang Liu, Tarek F. Abdelzaher, Jiawei Han, Xue (Steve) Liu, Yan Gao, Lance M. Kaplan
2018 A* conf
TruePIE: Discovering Reliable Patterns in Pattern-Based Information Extraction.
KDD
Qi Li, Meng Jiang, Xikun Zhang, Meng Qu, Timothy P. Hanratty, Jing Gao, Jiawei Han
2018 J jnl
Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks.
Data Min. Knowl. Discov.
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
2018 J jnl
Weakly-Supervised Hierarchical Text Classification.
CoRR
Yu Meng, Jiaming Shen, Chao Zhang, Jiawei Han
2018 A conf
Weakly-Supervised Neural Text Classification.
CIKM
Yu Meng, Jiaming Shen, Chao Zhang, Jiawei Han
2018 J jnl
Weakly-Supervised Neural Text Classification.
CoRR
Yu Meng, Jiaming Shen, Chao Zhang, Jiawei Han
2018 A* conf
Weakly-supervised Relation Extraction by Pattern-enhanced Embedding Learning.
WWW
Meng Qu, Xiang Ren, Yu Zhang, Jiawei Han
2018 J jnl
mvn2vec: Preservation and Collaboration in Multi-View Network Embedding.
CoRR
Yu Shi, Fangqiu Han, Xinran He, Carl Yang, Jie Luo, Jiawei Han
2018 J jnl
pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data.
IEEE Trans. Big Data
Julie Yixuan Zhu, Chao Zhang, Huichu Zhang, Shi Zhi, Victor O. K. Li, Jiawei Han, Yu Zheng
2017 A conf
An Attention-based Collaboration Framework for Multi-View Network Representation Learning.
CIKM
Meng Qu, Jian Tang, Jingbo Shang, Xiang Ren, Ming Zhang, Jiawei Han
2017 J jnl
An Attention-based Collaboration Framework for Multi-View Network Representation Learning.
CoRR
Meng Qu, Jian Tang, Jingbo Shang, Xiang Ren, Ming Zhang, Jiawei Han
2017 J jnl
Automated Phrase Mining from Massive Text Corpora.
CoRR
Jingbo Shang, Jialu Liu, Meng Jiang, Xiang Ren, Clare R. Voss, Jiawei Han
2017 A* conf
Automatic Synonym Discovery with Knowledge Bases.
KDD
Meng Qu, Xiang Ren, Jiawei Han
2017 J jnl
Automatic Synonym Discovery with Knowledge Bases.
CoRR
Meng Qu, Xiang Ren, Jiawei Han
2017 A* conf
Bridging Collaborative Filtering and Semi-Supervised Learning: A Neural Approach for POI Recommendation.
KDD
Carl Yang, Lanxiao Bai, Chao Zhang, Quan Yuan, Jiawei Han
2017 A* conf
Bringing Semantics to Spatiotemporal Data Mining: Challenges, Methods, and Applications.
ICDE
Chao Zhang, Quan Yuan, Jiawei Han
2017 — conf
Building Structured Databases of Factual Knowledge from Massive Text Corpora.
SIGMOD Conference
Xiang Ren, Meng Jiang, Jingbo Shang, Jiawei Han
2017 A conf
ClaimVerif: A Real-time Claim Verification System Using the Web and Fact Databases.
CIKM
Shi Zhi, Yicheng Sun, Jiayi Liu, Chao Zhang, Jiawei Han
2017 A* conf
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases.
WWW
Xiang Ren, Zeqiu Wu, Wenqi He, Meng Qu, Clare R. Voss, Heng Ji, Tarek F. Abdelzaher, Jiawei Han
2017 A conf
Comparative Document Analysis for Large Text Corpora.
WSDM
Xiang Ren, Yuanhua Lv, Kuansan Wang, Jiawei Han
2017 — conf
Computing Restricted Voronoi Diagram on Graphics Hardware.
PG (Short Papers)
Jiawei Han, Dongming Yan, Lili Wang, Qinping Zhao
2017 — conf
Constructing Structured Information Networks from Massive Text Corpora.
WWW (Companion Volume)
Xiang Ren, Meng Jiang, Jingbo Shang, Jiawei Han
2017 — conf
Construction of Structured Heterogeneous Networks from Massive Text Data: Extended Abstract.
NDA@SIGMOD
Jiawei Han
2017 A conf
Detecting Multiple Periods and Periodic Patterns in Event Time Sequences.
CIKM
Quan Yuan, Jingbo Shang, Xin Cao, Chao Zhang, Xinhe Geng, Jiawei Han
2017 J jnl
Detection of Complexes in Biological Networks Through Diversified Dense Subgraph Mining.
J. Comput. Biol.
Xiuli Ma, Guangyu Zhou, Jingbo Shang, Jingjing Wang, Jian Peng, Jiawei Han
2017 A conf
Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks.
CIKM
Chenguang Wang, Yangqiu Song, Haoran Li, Yizhou Sun, Ming Zhang, Jiawei Han
2017 J jnl
Embedding Learning with Events in Heterogeneous Information Networks.
IEEE Trans. Knowl. Data Eng.
Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Lance M. Kaplan, Jiawei Han
2017 J jnl
Empower Sequence Labeling with Task-Aware Neural Language Model.
CoRR
Liyuan Liu, Jingbo Shang, Frank F. Xu, Xiang Ren, Huan Gui, Jian Peng, Jiawei Han
2017 — ch.
Expectation Maximization Clustering.
Encyclopedia of Machine Learning and Data Mining
Xin Jin, Jiawei Han
2017 J jnl
Graph Clustering with Dynamic Embedding.
CoRR
Carl Yang, Mengxiong Liu, Zongyi Wang, Liyuan Liu, Jiawei Han
2017 A* conf
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach.
EMNLP
Liyuan Liu, Xiang Ren, Qi Zhu, Shi Zhi, Huan Gui, Heng Ji, Jiawei Han
2017 J jnl
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach.
CoRR
Liyuan Liu, Xiang Ren, Qi Zhu, Shi Zhi, Huan Gui, Heng Ji, Jiawei Han
2017 A* conf
Identifying Semantically Deviating Outlier Documents.
EMNLP
Honglei Zhuang, Chi Wang, Fangbo Tao, Lance M. Kaplan, Jiawei Han
2017 J jnl
Indirect Supervision for Relation Extraction using Question-Answer Pairs.
CoRR
Zeqiu Wu, Xiang Ren, Frank F. Xu, Ji Li, Jiawei Han
2017 J jnl
Liberal Entity Extraction: Rapid Construction of Fine-Grained Entity Typing Systems.
Big Data
Lifu Huang, Jonathan May, Xiaoman Pan, Heng Ji, Xiang Ren, Jiawei Han, Lin Zhao, James A. Hendler
2017 — conf
Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences.
ACL (System Demonstrations)
Xiang Ren, Jiaming Shen, Meng Qu, Xuan Wang, Zeqiu Wu, Qi Zhu, Meng Jiang, Fangbo Tao, Saurabh Sinha, David Liem, Peipei Ping, Richard M. Weinshilboum, Jiawei Han
2017 A* conf
Link Prediction across Aligned Networks with Sparse and Low Rank Matrix Estimation.
ICDE
Jiawei Zhang, Jianhui Chen, Shi Zhi, Yi Chang, Philip S. Yu, Jiawei Han
2017 — ch.
Locality Sensitive Hashing Based Clustering.
Encyclopedia of Machine Learning and Data Mining
Xin Jin, Jiawei Han
2017 — ch.
Mean Shift.
Encyclopedia of Machine Learning and Data Mining
Xin Jin, Jiawei Han
2017 A* conf
MetaPAD: Meta Pattern Discovery from Massive Text Corpora.
KDD
Meng Jiang, Jingbo Shang, Taylor Cassidy, Xiang Ren, Lance M. Kaplan, Timothy P. Hanratty, Jiawei Han
2017 J jnl
MetaPAD: Meta Pattern Discovery from Massive Text Corpora.
CoRR
Meng Jiang, Jingbo Shang, Taylor Cassidy, Xiang Ren, Lance M. Kaplan, Timothy P. Hanratty, Jiawei Han
2017 — conf
Mining Structures from Massive Text Data: A Data-Driven Approach.
SIMBig
Jiawei Han
2017 A* conf
Mining structures from massive text data: will it help software engineering?
ASE
Jiawei Han
2017 — ch.
OLAP, Spatial.
Encyclopedia of GIS
Jiawei Han
2017 J jnl
Overcoming Limited Supervision in Relation Extraction: A Pattern-enhanced Distributional Representation Approach.
CoRR
Meng Qu, Xiang Ren, Yu Zhang, Jiawei Han
2017 A conf
PRED: Periodic Region Detection for Mobility Modeling of Social Media Users.
WSDM
Quan Yuan, Wei Zhang, Chao Zhang, Xinhe Geng, Gao Cong, Jiawei Han
2017 A* conf
PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks.
KDD
Yu Shi, Po-Wei Chan, Honglei Zhuang, Huan Gui, Jiawei Han
2017 J jnl
PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks.
CoRR
Yu Shi, Po-Wei Chan, Honglei Zhuang, Huan Gui, Jiawei Han
2017 — ch.
Partitional Clustering.
Encyclopedia of Machine Learning and Data Mining
Xin Jin, Jiawei Han
2017 — book
Phrase Mining from Massive Text and Its Applications
Jialu Liu, Jingbo Shang, Jiawei Han
2017 — ch.
Quality Threshold Clustering.
Encyclopedia of Machine Learning and Data Mining
Xin Jin, Jiawei Han
2017 A* conf
ReAct: Online Multimodal Embedding for Recency-Aware Spatiotemporal Activity Modeling.
SIGIR
Chao Zhang, Keyang Zhang, Quan Yuan, Fangbo Tao, Luming Zhang, Tim Hanratty, Jiawei Han
2017 A* conf
Regions, Periods, Activities: Uncovering Urban Dynamics via Cross-Modal Representation Learning.
WWW
Chao Zhang, Keyang Zhang, Quan Yuan, Haoruo Peng, Yu Zheng, Tim Hanratty, Shaowen Wang, Jiawei Han
2017 — conf
SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble.
ECML/PKDD (1)
Jiaming Shen, Zeqiu Wu, Dongming Lei, Jingbo Shang, Xiang Ren, Jiawei Han
2017 A* conf
TrioVecEvent: Embedding-Based Online Local Event Detection in Geo-Tagged Tweet Streams.
KDD
Chao Zhang, Liyuan Liu, Dongming Lei, Quan Yuan, Honglei Zhuang, Tim Hanratty, Jiawei Han
2017 A conf
Unsupervised Concept Categorization and Extraction from Scientific Document Titles.
CIKM
Adit Krishnan, Aravind Sankar, Shi Zhi, Jiawei Han
2017 J jnl
Unsupervised Concept Categorization and Extraction from Scientific Document Titles.
CoRR
Adit Krishnan, Aravind Sankar, Shi Zhi, Jiawei Han
2017 A conf
Urbanity: A System for Interactive Exploration of Urban Dynamics from Streaming Human Sensing Data.
CIKM
Mengxiong Liu, Zhengchao Liu, Chao Zhang, Keyang Zhang, Quan Yuan, Tim Hanratty, Jiawei Han
2016 J jnl
A probabilistic approach to detect mixed periodic patterns from moving object data.
GeoInformatica
Jun Li, Jingjing Wang, Junfei Zhang, Qiming Qin, Tanvi Jindal, Jiawei Han
2016 A* conf
AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding.
EMNLP
Xiang Ren, Wenqi He, Meng Qu, Lifu Huang, Heng Ji, Jiawei Han
2016 — conf
Automatic Entity Recognition and Typing in Massive Text Corpora.
WWW (Companion Volume)
Xiang Ren, Ahmed El-Kishky, Chi Wang, Jiawei Han
2016 — conf
Automatic Entity Recognition and Typing in Massive Text Data.
SIGMOD Conference
Xiang Ren, Ahmed El-Kishky, Heng Ji, Jiawei Han
2016 A* conf
CatchTartan: Representing and Summarizing Dynamic Multicontextual Behaviors.
KDD
Meng Jiang, Christos Faloutsos, Jiawei Han
2016 J jnl
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases.
CoRR
Xiang Ren, Zeqiu Wu, Wenqi He, Meng Qu, Clare R. Voss, Heng Ji, Tarek F. Abdelzaher, Jiawei Han
2016 A* conf
Collaborative Multi-Level Embedding Learning from Reviews for Rating Prediction.
IJCAI
Wei Zhang, Quan Yuan, Jiawei Han, Jianyong Wang
2016 A conf
Community Cores: Removing Size Bias from Community Detection.
ICWSM
Isaac Jones, Ran Wang, Jiawei Han, Huan Liu
2016 B conf
Complexes Detection in Biological Networks via Diversified Dense Subgraphs Mining.
RECOMB
Xiuli Ma, Guangyu Zhou, Jingjing Wang, Jian Peng, Jiawei Han
2016 J jnl
Complexes Detection in Biological Networks via Diversified Dense Subgraphs Mining.
CoRR
Xiuli Ma, Guangyu Zhou, Jingjing Wang, Jian Peng, Jiawei Han
2016 J jnl
Conflicts to Harmony: A Framework for Resolving Conflicts in Heterogeneous Data by Truth Discovery.
IEEE Trans. Knowl. Data Eng.
Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han
2016 — conf
Cross-media Event Extraction and Recommendation.
HLT-NAACL Demos
Di Lu, Clare R. Voss, Fangbo Tao, Xiang Ren, Rachel Guan, Rostyslav Korolov, Tongtao Zhang, Dongang Wang, Hongzhi Li, Taylor Cassidy, Heng Ji, Shih-Fu Chang, Jiawei Han, William A. Wallace, James A. Hendler, Mei Si, Lance M. Kaplan
2016 A conf
DPClass: An Effective but Concise Discriminative Patterns-Based Classification Framework.
SDM
Jingbo Shang, Wenzhu Tong, Jian Peng, Jiawei Han
2016 J jnl
DPPred: An Effective Prediction Framework with Concise Discriminative Patterns.
CoRR
Jingbo Shang, Meng Jiang, Wenzhu Tong, Jinfeng Xiao, Jian Peng, Jiawei Han
2016 A conf
Data-Driven Contextual Valence Shifter Quantification for Multi-Theme Sentiment Analysis.
CIKM
Hongkun Yu, Jingbo Shang, Meichun Hsu, Malú Castellanos, Jiawei Han
2016 B conf
Downside management in recommender systems.
ASONAM
Huan Gui, Haishan Liu, Xiangrui Meng, Anmol Bhasin, Jiawei Han
2016 A* conf
EKNOT: Event Knowledge from News and Opinions in Twitter.
AAAI
Min Li, Jingjing Wang, Wenzhu Tong, Hongkun Yu, Xiuli Ma, Yucheng Chen, Haoyan Cai, Jiawei Han
2016 A* conf
Entity Disambiguation with Linkless Knowledge Bases.
WWW
Yang Li, Shulong Tan, Huan Sun, Jiawei Han, Dan Roth, Xifeng Yan
2016 A conf
FacetGist: Collective Extraction of Document Facets in Large Technical Corpora.
CIKM
Tarique Siddiqui, Xiang Ren, Aditya G. Parameswaran, Jiawei Han
2016 B conf
FastHybrid: A Hybrid Model for Efficient Answer Selection.
COLING
Lidan Wang, Ming Tan, Jiawei Han
2016 A* conf
From Truth Discovery to Trustworthy Opinion Discovery: An Uncertainty-Aware Quantitative Modeling Approach.
KDD
Mengting Wan, Xiangyu Chen, Lance M. Kaplan, Jiawei Han, Jing Gao, Bo Zhao
2016 A* conf
GMove: Group-Level Mobility Modeling Using Geo-Tagged Social Media.
KDD
Chao Zhang, Keyang Zhang, Quan Yuan, Luming Zhang, Tim Hanratty, Jiawei Han
2016 A* conf
GeoBurst: Real-Time Local Event Detection in Geo-Tagged Tweet Streams.
SIGIR
Chao Zhang, Guangyu Zhou, Quan Yuan, Honglei Zhuang, Yu Zheng, Lance M. Kaplan, Shaowen Wang, Jiawei Han
2016 — conf
Knowledge Fragment Enrichment Using Domain Knowledge Base.
SMP
Jing Zhang, Honglei Zhuang, Yanglei Song, Jiawei Han, Yutao Zhang, Jie Tang, Juanzi Li
2016 A* conf
Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding.
KDD
Xiang Ren, Wenqi He, Meng Qu, Clare R. Voss, Heng Ji, Jiawei Han
2016 J jnl
Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding.
CoRR
Xiang Ren, Wenqi He, Meng Qu, Clare R. Voss, Heng Ji, Jiawei Han
2016 A* conf
Large-Scale Embedding Learning in Heterogeneous Event Data.
ICDM
Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Jiawei Han
2016 A* conf
Learning Hostname Preference to Enhance Search Relevance.
IJCAI
Jingjing Wang, Changsung Kang, Yi Chang, Jiawei Han
2016 — conf
Liberal Event Extraction and Event Schema Induction.
ACL (1)
Lifu Huang, Taylor Cassidy, Xiaocheng Feng, Heng Ji, Clare R. Voss, Jiawei Han, Avirup Sil
2016 A conf
MACFP: Maximal Approximate Consecutive Frequent Pattern Mining under Edit Distance.
SDM
Jingbo Shang, Jian Peng, Jiawei Han
2016 J jnl
Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks.
CoRR
Jingbo Shang, Meng Qu, Jialu Liu, Lance M. Kaplan, Jiawei Han, Jian Peng
2016 — conf
Mining Discriminative Patterns to Predict Health Status for Cardiopulmonary Patients.
BCB
Qian Cheng, Jingbo Shang, Joshua Juen, Jiawei Han, Bruce R. Schatz
2016 A* conf
Mining Reliable Information from Passively and Actively Crowdsourced Data.
KDD
Jing Gao, Qi Li, Bo Zhao, Wei Fan, Jiawei Han
2016 A conf
Modeling Check-in Preferences with Multidimensional Knowledge: A Minimax Entropy Approach.
WSDM
Jingjing Wang, Min Li, Jiawei Han, Xiaolong Wang
2016 J jnl
Multi-Dimensional, Phrase-Based Summarization in Text Cubes.
IEEE Data Eng. Bull.
Fangbo Tao, Honglei Zhuang, Chi Wang Yu, Qi Wang, Taylor Cassidy, Lance M. Kaplan, Clare R. Voss, Jiawei Han
2016 B conf
On predicting social unrest using social media.
ASONAM
Rostyslav Korolov, Di Lu, Jingjing Wang, Guangyu Zhou, Claire Bonial, Clare R. Voss, Lance M. Kaplan, William A. Wallace, Jiawei Han, Heng Ji
2016 — conf
On the power of big data: Mining structures from massive, unstructured text data.
IEEE BigData
Jiawei Han
2016 J jnl
Recurring and Novel Class Detection Using Class-Based Ensemble for Evolving Data Stream.
IEEE Trans. Knowl. Data Eng.
Tahseen Al-Khateeb, Mohammad M. Masud, Khaled Al-Naami, Sadi Evren Seker, Ahmad M. Mustafa, Latifur Khan, Zouheir Trabelsi, Charu C. Aggarwal, Jiawei Han
2016 A conf
RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks.
SDM
Chenguang Wang, Yizhou Sun, Yanglei Song, Jiawei Han, Yangqiu Song, Lidan Wang, Ming Zhang
2016 A* conf
Representing Documents via Latent Keyphrase Inference.
WWW
Jialu Liu, Xiang Ren, Jingbo Shang, Taylor Cassidy, Clare R. Voss, Jiawei Han
2016 A* conf
Text Classification with Heterogeneous Information Network Kernels.
AAAI
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
2016 A* conf
Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation.
ICML
Huan Gui, Jiawei Han, Quanquan Gu
2016 A* conf
Towards Mobile Query Auto-Completion: An Efficient Mobile Application-Aware Approach.
WWW
Aston Zhang, Amit Goyal, Ricardo Baeza-Yates, Yi Chang, Jiawei Han, Carl A. Gunter, Hongbo Deng
2016 J jnl
World Knowledge as Indirect Supervision for Document Clustering.
CoRR
Chenguang Wang, Yangqiu Song, Dan Roth, Ming Zhang, Jiawei Han
2016 J jnl
World Knowledge as Indirect Supervision for Document Clustering.
ACM Trans. Knowl. Discov. Data
Chenguang Wang, Yangqiu Song, Dan Roth, Ming Zhang, Jiawei Han
2016 J jnl
p-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data.
CoRR
Julie Yixuan Zhu, Chao Zhang, Shi Zhi, Victor O. K. Li, Jiawei Han, Yu Zheng
2015 J jnl
A Framework of Mining Trajectories from Untrustworthy Data in Cyber-Physical System.
ACM Trans. Knowl. Discov. Data
Lu-An Tang, Xiao Yu, Quanquan Gu, Jiawei Han, Guofei Jiang, Alice Leung, Thomas La Porta
2015 J jnl
A Survey on Truth Discovery.
CoRR
Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, Jiawei Han
2015 J jnl
A Survey on Truth Discovery.
SIGKDD Explor.
Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, Jiawei Han
2015 J jnl
A Unifying Framework of Mining Trajectory Patterns of Various Temporal Tightness.
IEEE Trans. Knowl. Data Eng.
Jae-Gil Lee, Jiawei Han, Xiaolei Li
2015 A* conf
Assembler: Efficient Discovery of Spatial Co-evolving Patterns in Massive Geo-sensory Data.
KDD
Chao Zhang, Yu Zheng, Xiuli Ma, Jiawei Han
2015 A* conf
Automatic Entity Recognition and Typing from Massive Text Corpora: A Phrase and Network Mining Approach.
KDD
Xiang Ren, Ahmed El-Kishky, Chi Wang, Jiawei Han
2015 A conf
Classification with Active Learning and Meta-Paths in Heterogeneous Information Networks.
CIKM
Chang Wan, Xiang Li, Ben Kao, Xiao Yu, Quanquan Gu, David Wai-Lok Cheung, Jiawei Han
2015 A* conf
ClusType: Effective Entity Recognition and Typing by Relation Phrase-Based Clustering.
KDD
Xiang Ren, Ahmed El-Kishky, Chi Wang, Fangbo Tao, Clare R. Voss, Jiawei Han
2015 J jnl
Comparative Document Analysis for Large Text Corpora.
CoRR
Xiang Ren, Yuanhua Lv, Kuansan Wang, Jiawei Han
2015 A* conf
Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations.
IJCAI
Chenguang Wang, Yangqiu Song, Dan Roth, Chi Wang, Jiawei Han, Heng Ji, Ming Zhang
2015 J jnl
Constructing topical hierarchies in heterogeneous information networks.
Knowl. Inf. Syst.
Chi Wang, Jialu Liu, Nihit Desai, Marina Danilevsky, Jiawei Han
2015 — conf
Context-aware Entity Morph Decoding.
ACL (1)
Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Sujian Li, Chin-Yew Lin, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han, Bülent Yener
2015 A* conf
Debiasing Crowdsourced Batches.
KDD
Honglei Zhuang, Aditya G. Parameswaran, Dan Roth, Jiawei Han
2015 J jnl
Entity Linking with a Knowledge Base: Issues, Techniques, and Solutions.
IEEE Trans. Knowl. Data Eng.
Wei Shen, Jianyong Wang, Jiawei Han
2015 A* conf
FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation.
KDD
Fenglong Ma, Yaliang Li, Qi Li, Minghui Qiu, Jing Gao, Shi Zhi, Lu Su, Bo Zhao, Heng Ji, Jiawei Han
2015 — conf
Fast Inbound Top-K Query for Random Walk with Restart.
ECML/PKDD (2)
Chao Zhang, Shan Jiang, Yucheng Chen, Yidan Sun, Jiawei Han
2015 A conf
GIN: A Clustering Model for Capturing Dual Heterogeneity in Networked Data.
SDM
Jialu Liu, Chi Wang, Jing Gao, Quanquan Gu, Charu C. Aggarwal, Lance M. Kaplan, Jiawei Han
2015 A conf
Graph Regularized Meta-path Based Transductive Regression in Heterogeneous Information Network.
SDM
Mengting Wan, Yunbo Ouyang, Lance M. Kaplan, Jiawei Han
2015 A* conf
Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks.
KDD
Chenguang Wang, Yangqiu Song, Ahmed El-Kishky, Dan Roth, Ming Zhang, Jiawei Han
2015 J jnl
KnowEnG: a knowledge engine for genomics.
J. Am. Medical Informatics Assoc.
Saurabh Sinha, Jun Song, Richard M. Weinshilboum, C. Victor Jongeneel, Jiawei Han
2015 A* conf
KnowSim: A Document Similarity Measure on Structured Heterogeneous Information Networks.
ICDM
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
2015 A* conf
Leveraging Pattern Semantics for Extracting Entities in Enterprises.
WWW
Fangbo Tao, Bo Zhao, Ariel Fuxman, Yang Li, Jiawei Han
2015 — book
Mining Latent Entity Structures
Chi Wang, Jiawei Han
2015 A* conf
Mining Multi-aspect Reflection of News Events in Twitter: Discovery, Linking and Presentation.
ICDM
Jingjing Wang, Wenzhu Tong, Hongkun Yu, Min Li, Xiuli Ma, Haoyan Cai, Tim Hanratty, Jiawei Han
2015 — conf
Mining Quality Phrases from Massive Text Corpora.
SIGMOD Conference
Jialu Liu, Jingbo Shang, Chi Wang, Xiang Ren, Jiawei Han
2015 J jnl
Mining Trajectory Data and Geotagged Data in Social Media for Road Map Inference.
Trans. GIS
Jun Li, Qiming Qin, Jiawei Han, Lu-An Tang, Kin Hou Lei
2015 J jnl
Mining strong relevance between heterogeneous entities from unstructured biomedical data.
Data Min. Knowl. Discov.
Ming Ji, Qi He, Jiawei Han, W. Scott Spangler
2015 A* conf
Modeling Truth Existence in Truth Discovery.
KDD
Shi Zhi, Bo Zhao, Wenzhu Tong, Jing Gao, Dian Yu, Heng Ji, Jiawei Han
2015 A* conf
Network A/B Testing: From Sampling to Estimation.
WWW
Huan Gui, Ya Xu, Anmol Bhasin, Jiawei Han
2015 A conf
On Integrating Network and Community Discovery.
WSDM
Jialu Liu, Charu C. Aggarwal, Jiawei Han
2015 A* conf
On the Discovery of Evolving Truth.
KDD
Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han
2015 J jnl
Power-Based Diagnosis of Node Silence in Remote High-End Sensing Systems.
ACM Trans. Sens. Networks
Yong Yang, Lu Su, Mohammad Maifi Hasan Khan, Michael LeMay, Tarek F. Abdelzaher, Jiawei Han
2015 B conf
Query-Based Outlier Detection in Heterogeneous Information Networks.
EDBT
Jonathan Kuck, Honglei Zhuang, Xifeng Yan, Hasan Cam, Jiawei Han
2015 — conf
Robust Classification of Information Networks by Consistent Graph Learning.
ECML/PKDD (2)
Shi Zhi, Jiawei Han, Quanquan Gu
2015 A* conf
STREAMCUBE: Hierarchical spatio-temporal hashtag clustering for event exploration over the Twitter stream.
ICDE
Wei Feng, Chao Zhang, Wei Zhang, Jiawei Han, Jianyong Wang, Charu C. Aggarwal, Jianbin Huang
2015 — conf
Successful Data Mining Methods for NLP.
ACL (Tutorial Abstracts)
Jiawei Han, Heng Ji, Yizhou Sun
2015 A* conf
TOPTRAC: Topical Trajectory Pattern Mining.
KDD
Younghoon Kim, Jiawei Han, Cangzhou Yuan
2015 A* conf
Towards Interactive Construction of Topical Hierarchy: A Recursive Tensor Decomposition Approach.
KDD
Chi Wang, Xueqing Liu, Yanglei Song, Jiawei Han
2015 J jnl
Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective.
Proc. VLDB Endow.
Jing Gao, Qi Li, Bo Zhao, Wei Fan, Jiawei Han
2015 A* conf
adaQAC: Adaptive Query Auto-Completion via Implicit Negative Feedback.
SIGIR
Aston Zhang, Amit Goyal, Weize Kong, Hongbo Deng, Anlei Dong, Yi Chang, Carl A. Gunter, Jiawei Han
2015 J jnl
ePeriodicity: Mining Event Periodicity from Incomplete Observations.
IEEE Trans. Knowl. Data Eng.
Zhenhui Li, Jingjing Wang, Jiawei Han
2014 J jnl
A Confidence-Aware Approach for Truth Discovery on Long-Tail Data.
Proc. VLDB Endow.
Qi Li, Yaliang Li, Jing Gao, Lu Su, Bo Zhao, Murat Demirbas, Wei Fan, Jiawei Han
2014 A* conf
A hierarchical Dirichlet model for taxonomy expansion for search engines.
WWW
Jingjing Wang, Changsung Kang, Yi Chang, Jiawei Han
2014 J jnl
A network-assisted co-clustering algorithm to discover cancer subtypes based on gene expression.
BMC Bioinform.
Yiyi Liu, Quanquan Gu, Jack P. Hou, Jiawei Han, Jian Ma
2014 — conf
A probabilistic model for linking named entities in web text with heterogeneous information networks.
SIGMOD Conference
Wei Shen, Jiawei Han, Jianyong Wang
2014 — ch.
Active Learning: A Survey.
Data Classification: Algorithms and Applications
Charu C. Aggarwal, Xiangnan Kong, Quanquan Gu, Jiawei Han, Philip S. Yu
2014 A conf
Automatic Construction and Ranking of Topical Keyphrases on Collections of Short Documents.
SDM
Marina Danilevsky, Chi Wang, Nihit Desai, Xiang Ren, Jingyi Guo, Jiawei Han
2014 A conf
Batch-Mode Active Learning via Error Bound Minimization.
UAI
Quanquan Gu, Tong Zhang, Jiawei Han
2014 — conf
Be Appropriate and Funny: Automatic Entity Morph Encoding.
ACL (2)
Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han, Bülent Yener
2014 A* conf
Bringing structure to text: mining phrases, entities, topics, and hierarchies.
KDD
Jiawei Han, Chi Wang, Ahmed El-Kishky
2014 A* conf
ClusCite: effective citation recommendation by information network-based clustering.
KDD
Xiang Ren, Jialu Liu, Xiao Yu, Urvashi Khandelwal, Quanquan Gu, Lidan Wang, Jiawei Han
2014 J jnl
Co-Evolution of Multi-Typed Objects in Dynamic Star Networks.
IEEE Trans. Knowl. Data Eng.
Yizhou Sun, Jie Tang, Jiawei Han, Cheng Chen, Manish Gupta
2014 J jnl
Exploring and inferring user-user pseudo-friendship for sentiment analysis with heterogeneous networks.
Stat. Anal. Data Min.
Hongbo Deng, Jiawei Han, Hao Li, Heng Ji, Hongning Wang, Yue Lu
2014 — book
Frequent Pattern Mining
Frequent Pattern Mining
Charu C. Aggarwal, Jiawei Han
2014 A conf
Generalized Decision Aggregation in Distributed Sensing Systems.
RTSS
Lu Su, Qi Li, Shaohan Hu, Shiguang Wang, Jing Gao, Hengchang Liu, Tarek F. Abdelzaher, Jiawei Han, Xue Liu, Yan Gao, Lance M. Kaplan
2014 A conf
Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts.
WSDM
Xiang Ren, Yujing Wang, Xiao Yu, Jun Yan, Zheng Chen, Jiawei Han
2014 — conf
Learning to efficiently rank on big data.
WWW (Companion Volume)
Lidan Wang, Jimmy Lin, Donald Metzler, Jiawei Han
2014 B conf
Leveraging periodicity in human mobility for next place prediction.
WCNC
Bhaskar Prabhala, Jingjing Wang, Budhaditya Deb, Thomas La Porta, Jiawei Han
2014 A conf
Local Learning for Mining Outlier Subgraphs from Network Datasets.
SDM
Manish Gupta, Arun Mallya, Subhro Roy, Jason H. D. Cho, Jiawei Han
2014 — ch.
Mining Graph Patterns.
Frequent Pattern Mining
Hong Cheng, Xifeng Yan, Jiawei Han
2014 A* conf
Mining Query-Based Subnetwork Outliers in Heterogeneous Information Networks.
ICDM
Honglei Zhuang, Jing Zhang, George Brova, Jie Tang, Hasan Çam, Xifeng Yan, Jiawei Han
2014 — conf
Mining latent entity structures from massive unstructured and interconnected data.
SIGMOD Conference
Jiawei Han, Chi Wang
2014 A conf
Modeling Topic Diffusion in Multi-Relational Bibliographic Information Networks.
CIKM
Huan Gui, Yizhou Sun, Jiawei Han, George Brova
2014 J jnl
MoveMine 2.0: Mining Object Relationships from Movement Data.
Proc. VLDB Endow.
Fei Wu, Tobias Kin Hou Lei, Zhenhui Li, Jiawei Han
2014 — conf
NewsNetExplorer: automatic construction and exploration of news information networks.
SIGMOD Conference
Fangbo Tao, George Brova, Jiawei Han, Heng Ji, Chi Wang, Brandon Norick, Ahmed El-Kishky, Jialu Liu, Xiang Ren, Yizhou Sun
2014 A conf
On building entity recommender systems using user click log and freebase knowledge.
WSDM
Xiao Yu, Hao Ma, Bo-June Paul Hsu, Jiawei Han
2014 A* conf
Online Spectral Learning on a Graph with Bandit Feedback.
ICDM
Quanquan Gu, Jiawei Han
2014 — book
Outlier Detection for Temporal Data
Manish Gupta, Jing Gao, Charu C. Aggarwal, Jiawei Han
2014 J jnl
Outlier Detection for Temporal Data: A Survey.
IEEE Trans. Knowl. Data Eng.
Manish Gupta, Jing Gao, Charu C. Aggarwal, Jiawei Han
2014 — ch.
Pattern-Growth Methods.
Frequent Pattern Mining
Jiawei Han, Jian Pei
2014 A conf
Personalized entity recommendation: a heterogeneous information network approach.
WSDM
Xiao Yu, Xiang Ren, Yizhou Sun, Quanquan Gu, Bradley Sturt, Urvashi Khandelwal, Brandon Norick, Jiawei Han
2014 B conf
Privacy Risk in Anonymized Heterogeneous Information Networks.
EDBT
Aston Zhang, Xing Xie, Kevin Chen-Chuan Chang, Carl A. Gunter, Jiawei Han, Xiaofeng Wang
2014 — ch.
Probabilistic Models for Classification.
Data Classification: Algorithms and Applications
Hongbo Deng, Yizhou Sun, Yi Chang, Jiawei Han
2014 — ch.
Ranking Methods for Networks.
Encyclopedia of Social Network Analysis and Mining
Yizhou Sun, Jiawei Han
2014 A conf
Regularized l1-Graph for Data Clustering.
BMVC
Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiawei Han, Thomas S. Huang
2014 — conf
Resolving conflicts in heterogeneous data by truth discovery and source reliability estimation.
SIGMOD Conference
Qi Li, Yaliang Li, Jing Gao, Bo Zhao, Wei Fan, Jiawei Han
2014 — conf
Robust Tensor Decomposition with Gross Corruption.
NIPS
Quanquan Gu, Huan Gui, Jiawei Han
2014 — ch.
Role Discovery.
Encyclopedia of Social Network Analysis and Mining
Chi Wang, Jiawei Han
2014 — conf
Scalable Moment-Based Inference for Latent Dirichlet Allocation.
ECML/PKDD (3)
Chi Wang, Xueqing Liu, Yanglei Song, Jiawei Han
2014 J jnl
Scalable Topical Phrase Mining from Text Corpora.
CoRR
Ahmed El-Kishky, Yanglei Song, Chi Wang, Clare R. Voss, Jiawei Han
2014 J jnl
Scalable Topical Phrase Mining from Text Corpora.
Proc. VLDB Endow.
Ahmed El-Kishky, Yanglei Song, Chi Wang, Clare R. Voss, Jiawei Han
2014 J jnl
Scalable and Robust Construction of Topical Hierarchies.
CoRR
Chi Wang, Xueqing Liu, Yanglei Song, Jiawei Han
2014 — ch.
Sequential Pattern Mining.
Frequent Pattern Mining
Wei Shen, Jianyong Wang, Jiawei Han
2014 J jnl
Splitter: Mining Fine-Grained Sequential Patterns in Semantic Trajectories.
Proc. VLDB Endow.
Chao Zhang, Jiawei Han, Lidan Shou, Jiajun Lu, Thomas La Porta
2014 B conf
The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding.
COLING
Dian Yu, Hongzhao Huang, Taylor Cassidy, Heng Ji, Chi Wang, Shi Zhi, Jiawei Han, Clare R. Voss, Malik Magdon-Ismail
2014 A* conf
Top-K interesting subgraph discovery in information networks.
ICDE
Manish Gupta, Jing Gao, Xifeng Yan, Hasan Cam, Jiawei Han
2014 A* conf
Towards scalable critical alert mining.
KDD
Bo Zong, Yinghui Wu, Jie Song, Ambuj K. Singh, Hasan Çam, Jiawei Han, Xifeng Yan
2014 J jnl
Troubleshooting interactive complexity bugs in wireless sensor networks using data mining techniques.
ACM Trans. Sens. Networks
Mohammad Maifi Hasan Khan, Hieu Khac Le, Hossein Ahmadi, Tarek F. Abdelzaher, Jiawei Han
2014 J jnl
Uncovering deception in social media.
Soc. Netw. Anal. Min.
Huan Liu, Jiawei Han, Hiroshi Motoda
2013 A* conf
A Feature-Enhanced Ranking-Based Classifier for Multimodal Data and Heterogeneous Information Networks.
ICDM
Scott Deeann Chen, Ying-Yu Chen, Jiawei Han, Pierre Moulin
2013 J jnl
A Graph-Based Consensus Maximization Approach for Combining Multiple Supervised and Unsupervised Models.
IEEE Trans. Knowl. Data Eng.
Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, Jiawei Han
2013 — ch.
A Survey of Datamining Methods for Sensor Network Bug Diagnosis.
Managing and Mining Sensor Data
Tarek F. Abdelzaher, Jiawei Han
2013 — ch.
A Survey of RFID Data Processing.
Managing and Mining Sensor Data
Charu C. Aggarwal, Jiawei Han
2013 — conf
A Text Cube Approach to Human, Social and Cultural Behavior in the Twitter Stream.
SBP
Xiong Liu, Kaizhi Tang, Jeffrey T. Hancock, Jiawei Han, Mitchell Song, Roger Xu, Bob Pokorny
2013 J jnl
A framework of traveling companion discovery on trajectory data streams.
ACM Trans. Intell. Syst. Technol.
Lu-An Tang, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Wen-Chih Peng, Thomas La Porta
2013 A* conf
A phrase mining framework for recursive construction of a topical hierarchy.
KDD
Chi Wang, Marina Danilevsky, Nihit Desai, Yinan Zhang, Phuong Nguyen, Thrivikrama Taula, Jiawei Han
2013 A* conf
AMETHYST: a system for mining and exploring topical hierarchies of heterogeneous data.
KDD
Marina Danilevsky, Chi Wang, Fangbo Tao, Son Nguyen, Gong Chen, Nihit Desai, Lidan Wang, Jiawei Han
2013 B conf
An exploration of discussion threads in social news sites: a case study of the Reddit community.
ASONAM
Tim Weninger, Xihao Avi Zhu, Jiawei Han
2013 A conf
Channeling the deluge: research challenges for big data and information systems.
CIKM
Paul Bennett, C. Lee Giles, Alon Y. Halevy, Jiawei Han, Marti A. Hearst, Jure Leskovec
2013 J jnl
Classification and Adaptive Novel Class Detection of Feature-Evolving Data Streams.
IEEE Trans. Knowl. Data Eng.
Mohammad M. Masud, Qing Chen, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Ashok Srivastava, Nikunj C. Oza
2013 A conf
Clustered Support Vector Machines.
AISTATS
Quanquan Gu, Jiawei Han
2013 — conf
Community Distribution Outlier Detection in Heterogeneous Information Networks.
ECML/PKDD (1)
Manish Gupta, Jing Gao, Jiawei Han
2013 A* conf
Constructing Topical Hierarchies in Heterogeneous Information Networks.
ICDM
Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji, Jiawei Han
2013 A conf
Content coverage maximization on word networks for hierarchical topic summarization.
CIKM
Chi Wang, Xiao Yu, Yanen Li, ChengXiang Zhai, Jiawei Han
2013 — ch.
Efficient Direct Mining of Selective Discriminative Patterns for Classification.
Contrast Data Mining
Hong Cheng, Jiawei Han, Xifeng Yan, Philip S. Yu
2013 A* conf
EventCube: multi-dimensional search and mining of structured and text data.
KDD
Fangbo Tao, Kin Hou Lei, Jiawei Han, ChengXiang Zhai, Xiao Cheng, Marina Danilevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialu Liu, Nikunj C. Oza, Ashok N. Srivastava, Rodney Tjoelker, Chi Wang, Duo Zhang, Bo Zhao
2013 A conf
Exploring and Inferring User-User Pseudo-Friendship for Sentiment Analysis with Heterogeneous Networks.
SDM
Hongbo Deng, Jiawei Han, Heng Ji, Hao Li, Yue Lu, Hongning Wang
2013 A conf
Exploring structure and content on the web: extraction and integration of the semi-structured web.
WSDM
Tim Weninger, Jiawei Han
2013 Misc conf
Inferring human mobility patterns from taxicab location traces.
UbiComp
Raghu K. Ganti, Mudhakar Srivatsa, Anand Ranganathan, Jiawei Han
2013 J jnl
KERT: Automatic Extraction and Ranking of Topical Keyphrases from Content-Representative Document Titles.
CoRR
Marina Danilevsky, Chi Wang, Nihit Desai, Jingyi Guo, Jiawei Han
2013 A* conf
Large-Scale Spectral Clustering on Graphs.
IJCAI
Jialu Liu, Chi Wang, Marina Danilevsky, Jiawei Han
2013 Misc conf
MedRank: Discovering Influential Medical Treatments from Literature by Information Network Analysis.
ADC
Ling Chen, Xue Li, Jiawei Han
2013 J jnl
MiTexCube: MicroTextCluster Cube for online analysis of text cells and its applications.
Stat. Anal. Data Min.
Duo Zhang, ChengXiang Zhai, Jiawei Han
2013 A* conf
Mining collective intelligence in diverse groups.
WWW
Guo-Jun Qi, Charu C. Aggarwal, Jiawei Han, Thomas S. Huang
2013 A* conf
Mining evidences for named entity disambiguation.
KDD
Yang Li, Chi Wang, Fangqiu Han, Jiawei Han, Dan Roth, Xifeng Yan
2013 A* conf
Mining lines in the sand: on trajectory discovery from untrustworthy data in cyber-physical system.
KDD
Lu-An Tang, Xiao Yu, Quanquan Gu, Jiawei Han, Alice Leung, Thomas La Porta
2013 A conf
Multi-View Clustering via Joint Nonnegative Matrix Factorization.
SDM
Jing Gao, Jiawei Han, Jialu Liu, Chi Wang
2013 J jnl
On Exploiting Transient Social Contact Patterns for Data Forwarding in Delay-Tolerant Networks.
IEEE Trans. Mob. Comput.
Wei Gao, Guohong Cao, Tom La Porta, Jiawei Han
2013 B conf
On detecting association-based clique outliers in heterogeneous information networks.
ASONAM
Manish Gupta, Jing Gao, Xifeng Yan, Hasan Cam, Jiawei Han
2013 A conf
On the Detectability of Node Grouping in Networks.
SDM
Yuguo Chen, Jiawei Han, Ming Ji, Jialu Liu, Lu Su, Chi Wang, Hongning Wang
2013 J jnl
Parallel Field Ranking.
ACM Trans. Knowl. Discov. Data
Ming Ji, Binbin Lin, Xiaofei He, Deng Cai, Jiawei Han
2013 J jnl
PathSelClus: Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks.
ACM Trans. Knowl. Discov. Data
Yizhou Sun, Brandon Norick, Jiawei Han, Xifeng Yan, Philip S. Yu, Xiao Yu
2013 — ch.
Perspective on Measurement Metrics for Community Detection Algorithms.
Mining Social Networks and Security Informatics
Yang Yang, Yizhou Sun, Saurav Pandit, Nitesh V. Chawla, Jiawei Han
2013 — ch.
Probabilistic Models for Clusterings.
Data Clustering: Algorithms and Applications
Hongbo Deng, Jiawei Han
2013 — conf
Ranking-based name matching for author disambiguation in bibliographic data.
KDD Cup
Jialu Liu, Kin Hou Lei, Jeffery Yufei Liu, Chi Wang, Jiawei Han
2013 A conf
Recommendation in heterogeneous information networks with implicit user feedback.
RecSys
Xiao Yu, Xiang Ren, Yizhou Sun, Bradley Sturt, Urvashi Khandelwal, Quanquan Gu, Brandon Norick, Jiawei Han
2013 J jnl
Reinforced Similarity Integration in Image-Rich Information Networks.
IEEE Trans. Knowl. Data Eng.
Xin Jin, Jiebo Luo, Jie Yu, Gang Wang, Dhiraj Joshi, Jiawei Han
2013 — conf
Research on the Construction of Dynamic Chinese Natural Sign Language Corpus.
MSN
Xiaomei Zhang, Jiawei Han, Gang Zhao
2013 — conf
Research-insight: providing insight on research by publication network analysis.
SIGMOD Conference
Fangbo Tao, Xiao Yu, Kin Hou Lei, George Brova, Xiao Cheng, Jiawei Han, Rucha Kanade, Yizhou Sun, Chi Wang, Lidan Wang, Tim Weninger
2013 — conf
Resolving Entity Morphs in Censored Data.
ACL (1)
Hongzhao Huang, Zhen Wen, Dian Yu, Heng Ji, Yizhou Sun, Jiawei Han, He Li
2013 J jnl
Revealing Density-Based Clustering Structure from the Core-Connected Tree of a Network.
IEEE Trans. Knowl. Data Eng.
Jianbin Huang, Heli Sun, Qinbao Song, Hongbo Deng, Jiawei Han
2013 A* conf
Selective sampling on graphs for classification.
KDD
Quanquan Gu, Charu C. Aggarwal, Jialu Liu, Jiawei Han
2013 A* conf
Semantic Frame-Based Document Representation for Comparable Corpora.
ICDM
Hyungsul Kim, Xiang Ren, Yizhou Sun, Chi Wang, Jiawei Han
2013 — conf
Social patterns: Community detection using behavior-generated network datasets.
NSW
Alice Leung, William Dron, John P. Hancock, Matthew Aguirre, Jon Purnell, Jiawei Han, Chi Wang, Jaideep Srivastava, Amogh Mahapatra, Atanu Roy, Lisa Scott
2013 — conf
Spatiotemporal periodical pattern mining in traffic data.
UrbComp@KDD
Tanvi Jindal, Prasanna Giridhar, Lu-An Tang, Jun Li, Jiawei Han
2013 — ch.
Spectral Clustering.
Data Clustering: Algorithms and Applications
Jialu Liu, Jiawei Han
2013 J jnl
The parallel path framework for entity discovery on the web.
ACM Trans. Web
Tim Weninger, Thomas J. Johnston, Jiawei Han
2013 J jnl
Trustworthiness analysis of sensor data in cyber-physical systems.
J. Comput. Syst. Sci.
Lu-An Tang, Xiao Yu, Sangkyum Kim, Quanquan Gu, Jiawei Han, Alice Leung, Thomas La Porta
2013 A conf
Unsupervised Link Selection in Networks.
AISTATS
Quanquan Gu, Charu C. Aggarwal, Jiawei Han
2013 A* conf
gIceberg: Towards iceberg analysis in large graphs.
ICDE
Nan Li, Ziyu Guan, Lijie Ren, Jian Wu, Jiawei Han, Xifeng Yan
2012 J jnl
A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration
CoRR
Bo Zhao, Benjamin I. P. Rubinstein, Jim Gemmell, Jiawei Han
2012 J jnl
A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration.
Proc. VLDB Endow.
Bo Zhao, Benjamin I. P. Rubinstein, Jim Gemmell, Jiawei Han
2012 A* conf
A Simple Algorithm for Semi-supervised Learning with Improved Generalization Error Bound.
ICML
Ming Ji, Tianbao Yang, Binbin Lin, Rong Jin, Jiawei Han
2012 A conf
A Variance Minimization Criterion to Active Learning on Graphs.
AISTATS
Ming Ji, Jiawei Han
2012 — conf
Analysis and Refinement of Cross-Lingual Entity Linking.
CLEF
Taylor Cassidy, Heng Ji, Hongbo Deng, Jing Zheng, Jiawei Han
2012 — conf
BlueFinder: estimate where a beach photo was taken.
WWW (Companion Volume)
Liangliang Cao, John R. Smith, Zhen Wen, Zhijun Yin, Xin Jin, Jiawei Han
2012 — conf
Building enriched web page representations using link paths.
HT
Tim Weninger, ChengXiang Zhai, Jiawei Han
2012 A conf
Citation Prediction in Heterogeneous Bibliographic Networks.
SDM
Xiao Yu, Quanquan Gu, Mianwei Zhou, Jiawei Han
2012 — conf
Community Trend Outlier Detection Using Soft Temporal Pattern Mining.
ECML/PKDD (2)
Manish Gupta, Jing Gao, Yizhou Sun, Jiawei Han
2012 — conf
Construction of Web-Based, Service-Oriented Information Networks: A Data Mining Perspective - (Abstract).
WAIM
Jiawei Han
2012 A conf
Document-topic hierarchies from document graphs.
CIKM
Tim Weninger, Yonatan Bisk, Jiawei Han
2012 A* conf
ETM: Entity Topic Models for Mining Documents Associated with Entities.
ICDM
Hyungsul Kim, Yizhou Sun, Julia Hockenmaier, Jiawei Han
2012 — conf
Efficient mining of correlated sequential patterns based on null hypothesis.
Web-KRM@CIKM
Cindy Xide Lin, Ming Ji, Marina Danilevsky, Jiawei Han
2012 A conf
Evaluating Event Credibility on Twitter.
SDM
Manish Gupta, Peixiang Zhao, Jiawei Han
2012 A* conf
Event-based social networks: linking the online and offline social worlds.
KDD
Xingjie Liu, Qi He, Yuanyuan Tian, Wang-Chien Lee, John McPherson, Jiawei Han
2012 J jnl
Generalized Fisher Score for Feature Selection
CoRR
Quanquan Gu, Zhenhui Li, Jiawei Han
2012 A* conf
Integrating community matching and outlier detection for mining evolutionary community outliers.
KDD
Manish Gupta, Jing Gao, Yizhou Sun, Jiawei Han
2012 A* conf
Integrating meta-path selection with user-guided object clustering in heterogeneous information networks.
KDD
Yizhou Sun, Brandon Norick, Jiawei Han, Xifeng Yan, Philip S. Yu, Xiao Yu
2012 A conf
IntruMine: Mining Intruders in Untrustworthy Data of Cyber-physical Systems.
SDM
Lu-An Tang, Quanquan Gu, Xiao Yu, Jiawei Han, Thomas La Porta, Alice Leung, Tarek F. Abdelzaher, Lance M. Kaplan
2012 J jnl
Latent Community Topic Analysis: Integration of Community Discovery with Topic Modeling.
ACM Trans. Intell. Syst. Technol.
Zhijun Yin, Liangliang Cao, Quanquan Gu, Jiawei Han
2012 A conf
Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links.
SDM
Chi Wang, Jiawei Han, Qi Li, Xiang Li, Wen-Pin Lin, Heng Ji
2012 J jnl
Learning influence from heterogeneous social networks.
Data Min. Knowl. Discov.
Lu Liu, Jie Tang, Jiawei Han, Shiqiang Yang
2012 A conf
Locality Preserving Feature Learning.
AISTATS
Quanquan Gu, Marina Danilevsky, Zhenhui Li, Jiawei Han
2012 J jnl
Locally Discriminative Coclustering.
IEEE Trans. Knowl. Data Eng.
Lijun Zhang, Chun Chen, Jiajun Bu, Zhengguang Chen, Deng Cai, Jiawei Han
2012 J jnl
Mining Flipping Correlations from Large Datasets with Taxonomies
CoRR
Marina Barsky, Sangkyum Kim, Tim Weninger, Jiawei Han
2012 — book
Mining Heterogeneous Information Networks: Principles and Methodologies
Mining Heterogeneous Information Networks
Yizhou Sun, Jiawei Han
2012 A* conf
Mining Knowledge from Data: An Information Network Analysis Approach.
ICDE
Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu
2012 J jnl
Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach.
Proc. VLDB Endow.
Yizhou Sun, Jiawei Han, Xifeng Yan, Philip S. Yu
2012 J jnl
Mining diversity on social media networks.
Multim. Tools Appl.
Lu Liu, Feida Zhu, Meng Jiang, Jiawei Han, Lifeng Sun, Shiqiang Yang
2012 A* conf
Mining event periodicity from incomplete observations.
KDD
Zhenhui Li, Jingjing Wang, Jiawei Han
2012 J jnl
Mining heterogeneous information networks: a structural analysis approach.
SIGKDD Explor.
Yizhou Sun, Jiawei Han
2012 A* conf
Mining heterogeneous information networks: the next frontier.
KDD
Jiawei Han
2012 J jnl
Mining periodic behaviors of object movements for animal and biological sustainability studies.
Data Min. Knowl. Discov.
Zhenhui Li, Jiawei Han, Bolin Ding, Roland Kays
2012 — conf
Modeling and exploiting heterogeneous bibliographic networks for expertise ranking.
JCDL
Hongbo Deng, Jiawei Han, Michael R. Lyu, Irwin King
2012 A* conf
Multidimensional Analysis of Atypical Events in Cyber-Physical Data.
ICDE
Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Wen-Chih Peng, Yizhou Sun, Hector Gonzalez, Sebastian Seith
2012 J jnl
Multidimensional Sensor Data Analysis in Cyber-Physical System: An Atypical Cube Approach.
Int. J. Distributed Sens. Networks
Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Wen-Chih Peng, Yizhou Sun, Alice Leung, Thomas La Porta
2012 A* conf
On Discovery of Traveling Companions from Streaming Trajectories.
ICDE
Lu-An Tang, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Chih-Chieh Hung, Wen-Chih Peng
2012 — conf
Optimizing index for taxonomy keyword search.
SIGMOD Conference
Bolin Ding, Haixun Wang, Ruoming Jin, Jiawei Han, Zhongyuan Wang
2012 A* conf
Parallel field ranking.
KDD
Ming Ji, Binbin Lin, Xiaofei He, Deng Cai, Jiawei Han
2012 A* conf
Predicting Links in Multi-relational and Heterogeneous Networks.
ICDM
Yang Yang, Nitesh V. Chawla, Yizhou Sun, Jiawei Han
2012 — conf
Predicting future popularity trend of events in microblogging platforms.
ASIST
Manish Gupta, Jing Gao, ChengXiang Zhai, Jiawei Han
2012 — ch.
Probabilistic Models for Text Mining.
Mining Text Data
Yizhou Sun, Hongbo Deng, Jiawei Han
2012 A conf
Quality of Information Based Data Selection and Transmission in Wireless Sensor Networks.
RTSS
Lu Su, Shaohan Hu, Shen Li, Feng Liang, Jing Gao, Tarek F. Abdelzaher, Jiawei Han
2012 A* conf
Query-driven discovery of semantically similar substructures in heterogeneous networks.
KDD
Xiao Yu, Yizhou Sun, Peixiang Zhao, Jiawei Han
2012 J jnl
RankCompete: Simultaneous ranking and clustering of information networks.
Neurocomputing
Liangliang Cao, Xin Jin, Zhijun Yin, Andrey Del Pozo, Jiebo Luo, Jiawei Han, Thomas S. Huang
2012 J jnl
Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes
CoRR
Yizhou Sun, Charu C. Aggarwal, Jiawei Han
2012 J jnl
Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes.
Proc. VLDB Endow.
Yizhou Sun, Charu C. Aggarwal, Jiawei Han
2012 — conf
Selective Labeling via Error Bound Minimization.
NIPS
Quanquan Gu, Tong Zhang, Chris H. Q. Ding, Jiawei Han
2012 — conf
SocialCube: A Text Cube Framework for Analyzing Social Media Data.
SocialInformatics
Xiong Liu, Kaizhi Tang, Jeffrey T. Hancock, Jiawei Han, Mitchell Song, Roger Xu, Vikram Manikonda, Bob Pokorny
2012 A* conf
Stream Classification with Recurring and Novel Class Detection Using Class-Based Ensemble.
ICDM
Tahseen Al-Khateeb, Mohammad M. Masud, Latifur Khan, Charu C. Aggarwal, Jiawei Han, Bhavani Thuraisingham
2012 A* conf
Towards Active Learning on Graphs: An Error Bound Minimization Approach.
ICDM
Quanquan Gu, Jiawei Han
2012 B conf
Tweet Ranking Based on Heterogeneous Networks.
COLING
Hongzhao Huang, Arkaitz Zubiaga, Heng Ji, Hongbo Deng, Dong Wang, Hieu Khac Le, Tarek F. Abdelzaher, Jiawei Han, Alice Leung, John P. Hancock, Clare R. Voss
2012 J jnl
Uncertainty Reduction for Knowledge Discovery and Information Extraction on the World Wide Web.
Proc. IEEE
Heng Ji, Hongbo Deng, Jiawei Han
2012 A conf
User guided entity similarity search using meta-path selection in heterogeneous information networks.
CIKM
Xiao Yu, Yizhou Sun, Brandon Norick, Tiancheng Mao, Jiawei Han
2012 A conf
When will it happen?: relationship prediction in heterogeneous information networks.
WSDM
Yizhou Sun, Jiawei Han, Charu C. Aggarwal, Nitesh V. Chawla
2011 A* conf
A Spectral Framework for Detecting Inconsistency across Multi-source Object Relationships.
ICDM
Jing Gao, Wei Fan, Deepak S. Turaga, Srinivasan Parthasarathy, Jiawei Han
2011 J jnl
A general framework for efficient clustering of large datasets based on activity detection.
Stat. Anal. Data Min.
Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin
2011 — ch.
An Overview of Social Tagging and Applications.
Social Network Data Analytics
Manish Gupta, Rui Li, Zhijun Yin, Jiawei Han
2011 — conf
Apollo: Towards factfinding in participatory sensing.
IPSN
Hieu Khac Le, Jeff Pasternack, Hossein Ahmadi, Manish Gupta, Yizhou Sun, Tarek F. Abdelzaher, Jiawei Han, Dan Roth, Boleslaw K. Szymanski, Sibel Adali
2011 A* conf
Authorship classification: a discriminative syntactic tree mining approach.
SIGIR
Sangkyum Kim, Hyungsul Kim, Tim Weninger, Jiawei Han, Hyun Duk Kim
2011 A* conf
Bidirectional mining of non-redundant recurrent rules from a sequence database.
ICDE
David Lo, Bolin Ding, Lucia, Jiawei Han
2011 — conf
CUNY-UIUC-SRI TAC-KBP2011 Entity Linking System Description.
TAC
Taylor Cassidy, Zheng Chen, Javier Artiles, Heng Ji, Hongbo Deng, Lev-Arie Ratinov, Jiawei Han, Dan Roth, Jing Zheng
2011 J jnl
Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints.
IEEE Trans. Knowl. Data Eng.
Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham
2011 J jnl
Cloud-based malware detection for evolving data streams.
ACM Trans. Manag. Inf. Syst.
Mohammad M. Masud, Tahseen Al-Khateeb, Kevin W. Hamlen, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham
2011 B conf
Co-author Relationship Prediction in Heterogeneous Bibliographic Networks.
ASONAM
Yizhou Sun, Rick Barber, Manish Gupta, Charu C. Aggarwal, Jiawei Han
2011 J jnl
Collection-based sparse label propagation and its application on social group suggestion from photos.
ACM Trans. Intell. Syst. Technol.
Jie Yu, Xin Jin, Jiawei Han, Jiebo Luo
2011 A* conf
Collective topic modeling for heterogeneous networks.
SIGIR
Hongbo Deng, Bo Zhao, Jiawei Han
2011 A* conf
Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection.
INFOCOM
Jing Gao, Wei Fan, Deepak S. Turaga, Olivier Verscheure, Xiaoqiao Meng, Lu Su, Jiawei Han
2011 — conf
Construction and Analysis of Web-Based Computer Science Information Networks.
RSFDGrC
Jiawei Han
2011 A conf
Correlated multi-label feature selection.
CIKM
Quanquan Gu, Zhenhui Li, Jiawei Han
2011 — book
Data Mining: Concepts and Techniques, 3rd edition
Jiawei Han, Micheline Kamber, Jian Pei
2011 A* conf
Detecting Recurring and Novel Classes in Concept-Drifting Data Streams.
ICDM
Mohammad M. Masud, Tahseen Al-Khateeb, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Bhavani Thuraisingham
2011 — conf
Differentially private data cubes: optimizing noise sources and consistency.
SIGMOD Conference
Bolin Ding, Marianne Winslett, Jiawei Han, Zhenhui Li
2011 A conf
Diversified Trajectory Pattern Ranking in Geo-tagged Social Media.
SDM
Zhijun Yin, Liangliang Cao, Jiawei Han, Jiebo Luo, Thomas S. Huang
2011 — conf
DustDoctor: A self-healing sensor data collection system.
IPSN
Mohammad Maifi Hasan Khan, Hossein Ahmadi, Gulustan Dogan, Kannan Govindan, Raghu K. Ganti, Theodore Brown, Jiawei Han, Prasant Mohapatra, Tarek F. Abdelzaher
2011 B conf
Dynamic Social Influence Analysis through Time-Dependent Factor Graphs.
ASONAM
Chi Wang, Jie Tang, Jimeng Sun, Jiawei Han
2011 J jnl
Efficient Keyword-Based Search for Top-K Cells in Text Cube.
IEEE Trans. Knowl. Data Eng.
Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, ChengXiang Zhai, Ashok N. Srivastava, Nikunj C. Oza
2011 — conf
Efficient Mining of Top Correlated Patterns Based on Null-Invariant Measures.
ECML/PKDD (2)
Sangkyum Kim, Marina Barsky, Jiawei Han
2011 — conf
Efficient Topological OLAP on Information Networks.
DASFAA (1)
Qiang Qu, Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hongyan Li
2011 B conf
Evolutionary Clustering and Analysis of Bibliographic Networks.
ASONAM
Manish Gupta, Charu C. Aggarwal, Jiawei Han, Yizhou Sun
2011 B conf
Exposing Complex Bug-Triggering Conditions in Distributed Systems via Graph Mining.
ICPP
Eunsoo Seo, Mohammad Maifi Hasan Khan, Prasant Mohapatra, Jiawei Han, Tarek F. Abdelzaher
2011 — conf
Extracting General Lists from Web Documents: A Hybrid Approach.
IEA/AIE (1)
Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han
2011 C conf
FAST Sequence Mining Based on Sparse Id-Lists.
ISMIS
Eliana Salvemini, Fabio Fumarola, Donato Malerba, Jiawei Han
2011 J jnl
Facing the reality of data stream classification: coping with scarcity of labeled data.
Knowl. Inf. Syst.
Mohammad M. Masud, Clay Woolam, Jing Gao, Latifur Khan, Jiawei Han, Kevin W. Hamlen, Nikunj C. Oza
2011 B conf
Finding Top-k Shortest Path Distance Changes in an Evolutionary Network.
SSTD
Manish Gupta, Charu C. Aggarwal, Jiawei Han
2011 A conf
Generalized Fisher Score for Feature Selection.
UAI
Quanquan Gu, Zhenhui Li, Jiawei Han
2011 B conf
Geo-Friends Recommendation in GPS-based Cyber-physical Social Network.
ASONAM
Xiao Yu, Ang Pan, Lu-An Tang, Zhenhui Li, Jiawei Han
2011 A* conf
Geographical topic discovery and comparison.
WWW
Zhijun Yin, Liangliang Cao, Jiawei Han, ChengXiang Zhai, Thomas S. Huang
2011 J jnl
Graph Regularized Nonnegative Matrix Factorization for Data Representation.
IEEE Trans. Pattern Anal. Mach. Intell.
Deng Cai, Xiaofei He, Jiawei Han, Thomas S. Huang
2011 — conf
Graph cube: on warehousing and OLAP multidimensional networks.
SIGMOD Conference
Peixiang Zhao, Xiaolei Li, Dong Xin, Jiawei Han
2011 — conf
Growing parallel paths for entity-page discovery.
WWW (Companion Volume)
Tim Weninger, Fabio Fumarola, Cindy Xide Lin, Rick Barber, Jiawei Han, Donato Malerba
2011 J jnl
Heterogeneous network-based trust analysis: a survey.
SIGKDD Explor.
Manish Gupta, Jiawei Han
2011 Misc conf
Hierarchical aggregate classification with limited supervision for data reduction in wireless sensor networks.
SenSys
Lu Su, Jing Gao, Yong Yang, Tarek F. Abdelzaher, Bolin Ding, Jiawei Han
2011 — conf
HyLiEn: a hybrid approach to general list extraction on the web.
WWW (Companion Volume)
Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han
2011 B conf
Is Objective Function the Silver Bullet? A Case Study of Community Detection Algorithms on Social Networks.
ASONAM
Yang Yang, Yizhou Sun, Saurav Pandit, Nitesh V. Chawla, Jiawei Han
2011 A* conf
Joint Feature Selection and Subspace Learning.
IJCAI
Quanquan Gu, Zhenhui Li, Jiawei Han
2011 A* conf
LPTA: A Probabilistic Model for Latent Periodic Topic Analysis.
ICDM
Zhijun Yin, Liangliang Cao, Jiawei Han, ChengXiang Zhai, Thomas S. Huang
2011 J jnl
Laplacian Regularized Gaussian Mixture Model for Data Clustering.
IEEE Trans. Knowl. Data Eng.
Xiaofei He, Deng Cai, Yuanlong Shao, Hujun Bao, Jiawei Han
2011 A* conf
Learning a Kernel for Multi-Task Clustering.
AAAI
Quanquan Gu, Zhenhui Li, Jiawei Han
2011 A* conf
Learning online discussion structures by conditional random fields.
SIGIR
Hongning Wang, Chi Wang, ChengXiang Zhai, Jiawei Han
2011 A* conf
Learning relevance from heterogeneous social network and its application in online targeting.
SIGIR
Chi Wang, Rajat Raina, David Fong, Ding Zhou, Jiawei Han, Greg J. Badros
2011 A* conf
Learning search tasks in queries and web pages via graph regularization.
SIGIR
Ming Ji, Jun Yan, Siyu Gu, Jiawei Han, Xiaofei He, Wei Vivian Zhang, Zheng Chen
2011 A* conf
LikeMiner: a system for mining the power of 'like' in social media networks.
KDD
Xin Jin, Chi Wang, Jiebo Luo, Xiao Yu, Jiawei Han
2011 — conf
Linear Discriminant Dimensionality Reduction.
ECML/PKDD (1)
Quanquan Gu, Zhenhui Li, Jiawei Han
2011 J jnl
Locally Consistent Concept Factorization for Document Clustering.
IEEE Trans. Knowl. Data Eng.
Deng Cai, Xiaofei He, Jiawei Han
2011 J jnl
Methods for mining frequent items in data streams: an overview.
Knowl. Inf. Syst.
Hongyan Liu, Yuan Lin, Jiawei Han
2011 — conf
MiTexCube: MicroTextCluster Cube for Online Analysis of Text Cells.
CIDU
Duo Zhang, ChengXiang Zhai, Jiawei Han
2011 J jnl
Mining Discriminative Patterns for Classifying Trajectories on Road Networks.
IEEE Trans. Knowl. Data Eng.
Jae-Gil Lee, Jiawei Han, Xiaolei Li, Hong Cheng
2011 J jnl
Mining Flipping Correlations from Large Datasets with Taxonomies.
Proc. VLDB Endow.
Marina Barsky, Sangkyum Kim, Tim Weninger, Jiawei Han
2011 B conf
Mining Significant Time Intervals for Relationship Detection.
SSTD
Zhenhui Li, Cindy Xide Lin, Bolin Ding, Jiawei Han
2011 J jnl
Mining Top-K Large Structural Patterns in a Massive Network.
Proc. VLDB Endow.
Feida Zhu, Qiang Qu, David Lo, Xifeng Yan, Jiawei Han, Philip S. Yu
2011 J jnl
MoveMine: Mining moving object data for discovery of animal movement patterns.
ACM Trans. Intell. Syst. Technol.
Zhenhui Li, Jiawei Han, Ming Ji, Lu-An Tang, Yintao Yu, Bolin Ding, Jae-Gil Lee, Roland Kays
2011 C conf
On Bayesian interpretation of fact-finding in information networks.
FUSION
Dong Wang, Tarek F. Abdelzaher, Hossein Ahmadi, Jeff Pasternack, Dan Roth, Manish Gupta, Jiawei Han, Omid Fatemieh, Hieu Khac Le, Charu C. Aggarwal
2011 J jnl
On Link-based Similarity Join.
Proc. VLDB Endow.
Liwen Sun, Reynold Cheng, Xiang Li, David W. Cheung, Jiawei Han
2011 A* conf
On Trivial Solution and Scale Transfer Problems in Graph Regularized NMF.
IJCAI
Quanquan Gu, Chris H. Q. Ding, Jiawei Han
2011 A* conf
Patent Maintenance Recommendation with Patent Information Network Model.
ICDM
Xin Jin, W. Scott Spangler, Ying Chen, Keke Cai, Rui Ma, Li Zhang, Xian Wu, Jiawei Han
2011 J jnl
PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks.
Proc. VLDB Endow.
Yizhou Sun, Jiawei Han, Xifeng Yan, Philip S. Yu, Tianyi Wu
2011 — conf
Power watermarking: Facilitating power-based diagnosis of node silence in remote high-end sensing systems.
IPSN
Yong Yang, Lu Su, Mohammad Maifi Hasan Khan, Michael LeMay, Tarek F. Abdelzaher, Jiawei Han
2011 A* conf
Probabilistic topic models with biased propagation on heterogeneous information networks.
KDD
Hongbo Deng, Jiawei Han, Bo Zhao, Yintao Yu, Cindy Xide Lin
2011 A* conf
Ranking-based classification of heterogeneous information networks.
KDD
Ming Ji, Jiawei Han, Marina Danilevsky
2011 B conf
Retrieving k-Nearest Neighboring Trajectories by a Set of Point Locations.
SSTD
Lu-An Tang, Yu Zheng, Xing Xie, Jing Yuan, Xiao Yu, Jiawei Han
2011 B conf
SCENE: Structural Conversation Evolution NEtwork.
ASONAM
Marina Danilevsky, Joshua M. Hailpern, Jiawei Han
2011 A* conf
Signature Pattern Covering via Local Greedy Algorithm and Pattern Shrink.
ICDM
Hyungsul Kim, Sungjin Im, Tarek F. Abdelzaher, Jiawei Han, David Sheridan, Shobha Vasudevan
2011 J jnl
SocialSpamGuard: A Data Mining-Based Spam Detection System for Social Media Networks.
Proc. VLDB Endow.
Xin Jin, Cindy Xide Lin, Jiebo Luo, Jiawei Han
2011 J jnl
Speed up kernel discriminant analysis.
VLDB J.
Deng Cai, Xiaofei He, Jiawei Han
2011 J jnl
Survey on web spam detection: principles and algorithms.
SIGKDD Explor.
Nikita Spirin, Jiawei Han
2011 A conf
TEXplorer: keyword-based object search and exploration in multidimensional text databases.
CIKM
Bo Zhao, Cindy Xide Lin, Bolin Ding, Jiawei Han
2011 A* conf
The Joint Inference of Topic Diffusion and Evolution in Social Communities.
ICDM
Cindy Xide Lin, Qiaozhu Mei, Jiawei Han, Yunliang Jiang, Marina Danilevsky
2011 — conf
The Sparse Regression Cube: A Reliable Modeling Technique for Open Cyber-Physical Systems.
ICCPS
Hossein Ahmadi, Tarek F. Abdelzaher, Jiawei Han, Nam Pham, Raghu K. Ganti
2011 A conf
Towards feature selection in network.
CIKM
Quanquan Gu, Jiawei Han
2011 — conf
Trust analysis with clustering.
WWW (Companion Volume)
Manish Gupta, Yizhou Sun, Jiawei Han
2011 A conf
Unsupervised Disaggregation of Low Frequency Power Measurements.
SDM
Hyungsul Kim, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Jiawei Han
2011 — conf
WINACS: construction and analysis of web-based computer science information networks.
SIGMOD Conference
Tim Weninger, Marina Danilevsky, Fabio Fumarola, Joshua M. Hailpern, Jiawei Han, Thomas J. Johnston, Surya Kallumadi, Hyungsul Kim, Zhijin Li, David McCloskey, Yizhou Sun, Nathan E. TeGrotenhuis, Chi Wang, Xiao Yu
2010 B conf
A Unified Framework for Link Recommendation Using Random Walks.
ASONAM
Zhijun Yin, Manish Gupta, Tim Weninger, Jiawei Han
2010 Misc conf
A worldwide tourism recommendation system based on geotaggedweb photos.
ICASSP
Liangliang Cao, Jiebo Luo, Andrew C. Gallagher, Xin Jin, Jiawei Han, Thomas S. Huang
2010 A* conf
Addressing Concept-Evolution in Concept-Drifting Data Streams.
ICDM
Mohammad M. Masud, Qing Chen, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Bhavani Thuraisingham
2010 A conf
Aggregation of Multiple Judgments for Evaluating Ordered Lists.
ECIR
Hyun Duk Kim, ChengXiang Zhai, Jiawei Han
2010 A* conf
CETR: content extraction via tag ratios.
WWW
Tim Weninger, William H. Hsu, Jiawei Han
2010 — conf
Classification and Novel Class Detection in Data Streams with Active Mining.
PAKDD (2)
Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham
2010 — conf
Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space.
ECML/PKDD (2)
Mohammad M. Masud, Qing Chen, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham
2010 — conf
Community evolution detection in dynamic heterogeneous information networks.
MLG@KDD
Yizhou Sun, Jie Tang, Jiawei Han, Manish Gupta, Bo Zhao
2010 C conf
DIAMOND: Correlation-Based Anomaly Monitoring Daemon for DIME.
ISM
Md. Ahsan Arefin, Klara Nahrstedt, Raoul Rivas, Jiawei Han, Zixia Huang
2010 — conf
Diagnostic powertracing for sensor node failure analysis.
IPSN
Mohammad Maifi Hasan Khan, Hieu Khac Le, Michael LeMay, Paria Moinzadeh, Lili Wang, Yong Yang, Dong Kun Noh, Tarek F. Abdelzaher, Carl A. Gunter, Jiawei Han, Xin Jin
2010 — ch.
Discriminative Frequent Pattern-Based Graph Classification.
Link Mining
Hong Cheng, Xifeng Yan, Jiawei Han
2010 J jnl
Discriminative frequent subgraph mining with optimality guarantees.
Stat. Anal. Data Min.
Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt
2010 A* conf
Entity relation discovery from web tables and links.
WWW
Cindy Xide Lin, Bo Zhao, Tim Weninger, Jiawei Han, Bing Liu
2010 — ch.
Expectation Maximization Clustering.
Encyclopedia of Machine Learning
Xin Jin, Jiawei Han
2010 B conf
Fast computation of SimRank for static and dynamic information networks.
EDBT
Cuiping Li, Jiawei Han, Guoming He, Xin Jin, Yizhou Sun, Yintao Yu, Tianyi Wu
2010 — ch.
Graph Indexing.
Managing and Mining Graph Data
Xifeng Yan, Jiawei Han
2010 — conf
Graph Regularized Transductive Classification on Heterogeneous Information Networks.
ECML/PKDD (1)
Ming Ji, Yizhou Sun, Marina Danilevsky, Jiawei Han, Jing Gao
2010 — conf
Hierarchical Web-Page Clustering via In-Page and Cross-Page Link Structures.
PAKDD (2)
Cindy Xide Lin, Yintao Yu, Jiawei Han, Bing Liu
2010 — conf
Incremental Clustering for Trajectories.
DASFAA (2)
Zhenhui Li, Jae-Gil Lee, Xiaolei Li, Jiawei Han
2010 — ch.
InfoNetOLAP: OLAP and Mining of Information Networks.
Link Mining
Chen Chen, Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Raghu Ramakrishnan
2010 — ch.
Integrating Clustering with Ranking in Heterogeneous Information Networks Analysis.
Link Mining
Yizhou Sun, Jiawei Han
2010 — conf
Keyword Search in Text Cube: Finding Top-k Aggregated Cell Documents.
CIDU
Bolin Ding, Yintao Yu, Bo Zhao, Cindy Xide Lin, Jiawei Han, ChengXiang Zhai
2010 A* conf
Keyword extraction for social snippets.
WWW
Zhenhui Li, Ding Zhou, Yun-Fang Juan, Jiawei Han
2010 A* conf
LINKREC: a unified framework for link recommendation with user attributes and graph structure.
WWW
Zhijun Yin, Manish Gupta, Tim Weninger, Jiawei Han
2010 — book
Link Mining: Models, Algorithms, and Applications
Link Mining
Philip S. Yu, Jiawei Han, Christos Faloutsos
2010 — ch.
Locality Sensitive Hashing Based Clustering.
Encyclopedia of Machine Learning
Xin Jin, Jiawei Han
2010 A conf
Mapping web pages to database records via link paths.
CIKM
Tim Weninger, Fabio Fumarola, Jiawei Han, Donato Malerba
2010 — ch.
Mean Shift.
Encyclopedia of Machine Learning
Xin Jin, Jiawei Han
2010 — ch.
Mining Concept-Drifting Data Streams.
Data Mining and Knowledge Discovery Handbook
Haixun Wang, Philip S. Yu, Jiawei Han
2010 — conf
Mining Diversity on Networks.
DASFAA (1)
Lu Liu, Feida Zhu, Chen Chen, Xifeng Yan, Jiawei Han, Philip S. Yu, Shiqiang Yang
2010 — ch.
Mining Graph Patterns.
Managing and Mining Graph Data
Hong Cheng, Xifeng Yan, Jiawei Han
2010 — ch.
Mining Large Information Networks by Graph Summarization.
Link Mining
Chen Chen, Cindy Xide Lin, Matt Fredrikson, Mihai Christodorescu, Xifeng Yan, Jiawei Han
2010 — conf
Mining Moving Object, Trajectory and Traffic Data.
DASFAA (2)
Jiawei Han, Zhenhui Li, Lu-An Tang
2010 A* conf
Mining advisor-advisee relationships from research publication networks.
KDD
Chi Wang, Jiawei Han, Yuntao Jia, Jie Tang, Duo Zhang, Yintao Yu, Jingyi Guo
2010 — conf
Mining knowledge from databases: an information network analysis approach.
SIGMOD Conference
Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu
2010 A* conf
Mining periodic behaviors for moving objects.
KDD
Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays, Peter Nye
2010 A conf
Mining topic-level influence in heterogeneous networks.
CIKM
Lu Liu, Jie Tang, Jiawei Han, Meng Jiang, Shiqiang Yang
2010 J jnl
Modeling Massive RFID Data Sets: A Gateway-Based Movement Graph Approach.
IEEE Trans. Knowl. Data Eng.
Hector Gonzalez, Jiawei Han, Hong Cheng, Xiaolei Li, Diego Klabjan, Tianyi Wu
2010 — conf
MoveMine: mining moving object databases.
SIGMOD Conference
Zhenhui Li, Ming Ji, Jae-Gil Lee, Lu An Tang, Yintao Yu, Jiawei Han, Roland Kays
2010 — conf
NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification.
ECML/PKDD (2)
Hyungsul Kim, Sangkyum Kim, Tim Weninger, Jiawei Han, Tarek F. Abdelzaher
2010 J jnl
On Graph Query Optimization in Large Networks.
Proc. VLDB Endow.
Peixiang Zhao, Jiawei Han
2010 A* conf
On community outliers and their efficient detection in information networks.
KDD
Jing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Sun, Jiawei Han
2010 B conf
Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions.
COLING
Kavita Ganesan, ChengXiang Zhai, Jiawei Han
2010 A* conf
PET: a statistical model for popular events tracking in social communities.
KDD
Cindy Xide Lin, Bo Zhao, Qiaozhu Mei, Jiawei Han
2010 — ch.
Partitional Clustering.
Encyclopedia of Machine Learning
Xin Jin, Jiawei Han
2010 Misc conf
Privacy-aware regression modeling of participatory sensing data.
SenSys
Hossein Ahmadi, Nam Pham, Raghu K. Ganti, Tarek F. Abdelzaher, Suman Nath, Jiawei Han
2010 A* conf
Progressive clustering of networks using Structure-Connected Order of Traversal.
ICDE
Dustin Bortner, Jiawei Han
2010 — ch.
Quality Threshold Clustering.
Encyclopedia of Machine Learning
Xin Jin, Jiawei Han
2010 A* conf
RankCompete: simultaneous ranking and clustering of web photos.
WWW
Liangliang Cao, Andrey Del Pozo, Xin Jin, Jiebo Luo, Jiawei Han, Thomas S. Huang
2010 — ch.
Ranking Gradients in Multi-Dimensional Spaces.
Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development
Ronnie Alves, Joel Ribeiro, Orlando Belo, Jiawei Han
2010 J jnl
Re-examination of interestingness measures in pattern mining: a unified framework.
Data Min. Knowl. Discov.
Tianyi Wu, Yuguo Chen, Jiawei Han
2010 B conf
Region-based online promotion analysis.
EDBT
Tianyi Wu, Yizhou Sun, Cuiping Li, Jiawei Han
2010 A conf
SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks.
CIKM
Jianbin Huang, Heli Sun, Jiawei Han, Hongbo Deng, Yizhou Sun, Yaguang Liu
2010 — ch.
Scalable Link-Based Similarity Computation and Clustering.
Link Mining
Xiaoxin Yin, Jiawei Han, Philip S. Yu
2010 A* conf
Social group suggestion from user image collections.
WWW
Jie Yu, Xin Jin, Jiawei Han, Jiebo Luo
2010 — conf
Structure Is Informative: On Mining Structured Information Networks.
ECML/PKDD (1)
Jiawei Han
2010 J jnl
Survey on social tagging techniques.
SIGKDD Explor.
Manish Gupta, Rui Li, Zhijun Yin, Jiawei Han
2010 J jnl
Swarm: Mining Relaxed Temporal Moving Object Clusters.
Proc. VLDB Endow.
Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays
2010 J jnl
The Inverse Classification Problem.
J. Comput. Sci. Technol.
Charu C. Aggarwal, Chen Chen, Jiawei Han
2010 A* conf
The wisdom of social multimedia: using flickr for prediction and forecast.
ACM Multimedia
Xin Jin, Andrew C. Gallagher, Liangliang Cao, Jiebo Luo, Jiawei Han
2010 A* conf
Top-K aggregation queries over large networks.
ICDE
Xifeng Yan, Bin He, Feida Zhu, Jiawei Han
2010 A* conf
TopCells: Keyword-based search of top-k aggregated documents in text cube.
ICDE
Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, ChengXiang Zhai
2010 A* conf
Topic initiator detection on the world wide web.
WWW
Xin Jin, W. Scott Spangler, Rui Ma, Jiawei Han
2010 A* conf
Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems.
ICDM
Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Chih-Chieh Hung, Wen-Chih Peng
2010 J jnl
Unexpected results in automatic list extraction on the web.
SIGKDD Explor.
Tim Weninger, Fabio Fumarola, Rick Barber, Jiawei Han, Donato Malerba
2010 — ch.
Veracity Analysis and Object Distinction.
Link Mining
Xiaoxin Yin, Jiawei Han, Philip S. Yu
2010 A conf
Visual cube and on-line analytical processing of images.
CIKM
Xin Jin, Jiawei Han, Liangliang Cao, Jiebo Luo, Bolin Ding, Cindy Xide Lin
2010 A* conf
gSkeletonClu: Density-Based Network Clustering via Structure-Connected Tree Division or Agglomeration.
ICDM
Heli Sun, Jianbin Huang, Jiawei Han, Hongbo Deng, Peixiang Zhao, Boqin Feng
2010 A* conf
iRIN: image retrieval in image-rich information networks.
WWW
Xin Jin, Jiebo Luo, Jie Yu, Gang Wang, Dhiraj Joshi, Jiawei Han
2009 B conf
A Multi-partition Multi-chunk Ensemble Technique to Classify Concept-Drifting Data Streams.
PAKDD
Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham
2009 J jnl
A Particle-and-Density Based Evolutionary Clustering Method for Dynamic Networks.
Proc. VLDB Endow.
Min-Soo Kim, Jiawei Han
2009 C conf
Assured Information Sharing Life Cycle.
ISI
Tim Finin, Anupam Joshi, Hillol Kargupta, Yelena Yesha, Joel Sachs, Elisa Bertino, Ninghui Li, Chris Clifton, Gene Spafford, Bhavani Thuraisingham, Murat Kantarcioglu, Alain Bensoussan, Nathan Berg, Latifur Khan, Jiawei Han, ChengXiang Zhai, Ravi S. Sandhu, Shouhuai Xu, Jim Massaro, Lada A. Adamic
2009 B conf
CHRONICLE: A Two-Stage Density-Based Clustering Algorithm for Dynamic Networks.
Discovery Science
Min-Soo Kim, Jiawei Han
2009 A* conf
Classification of software behaviors for failure detection: a discriminative pattern mining approach.
KDD
David Lo, Hong Cheng, Jiawei Han, Siau-Cheng Khoo, Chengnian Sun
2009 — ch.
Data Mining.
Encyclopedia of Database Systems
Jiawei Han
2009 A* conf
Efficient Mining of Closed Repetitive Gapped Subsequences from a Sequence Database.
ICDE
Bolin Ding, David Lo, Jiawei Han, Siau-Cheng Khoo
2009 J jnl
Exploring optimization of semantic relationship graph for multi-relational Bayesian classification.
Decis. Support Syst.
Hailiang Chen, Hongyan Liu, Jiawei Han, Xiaoxin Yin, Jun He
2009 A* conf
Exploring social tagging graph for web object classification.
KDD
Zhijun Yin, Rui Li, Qiaozhu Mei, Jiawei Han
2009 A* conf
Filtering and Refinement: A Two-Stage Approach for Efficient and Effective Anomaly Detection.
ICDM
Xiao Yu, Lu An Tang, Jiawei Han
2009 B conf
Finding Symbolic Bug Patterns in Sensor Networks.
DCOSS
Mohammad Maifi Hasan Khan, Tarek F. Abdelzaher, Jiawei Han, Hossein Ahmadi
2009 — ch.
Frequent Itemsets and Association Rules.
Encyclopedia of Database Systems
Hong Cheng, Jiawei Han
2009 A conf
GAD: General Activity Detection for Fast Clustering on Large Data.
SDM
Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin
2009 J jnl
Graph OLAP: a multi-dimensional framework for graph data analysis.
Knowl. Inf. Syst.
Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu
2009 — conf
Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models.
NIPS
Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, Jiawei Han
2009 A* conf
Heterogeneous source consensus learning via decision propagation and negotiation.
KDD
Jing Gao, Wei Fan, Yizhou Sun, Jiawei Han
2009 — conf
Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams.
ECML/PKDD (2)
Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham
2009 A* conf
Locality Preserving Nonnegative Matrix Factorization.
IJCAI
Deng Cai, Xiaofei He, Xuanhui Wang, Hujun Bao, Jiawei Han
2009 B conf
MLR-Index: An Index Structure for Fast and Scalable Similarity Search in High Dimensions.
SSDBM
Rahul Malik, Sangkyum Kim, Xin Jin, Chandrasekar Ramachandran, Jiawei Han, Indranil Gupta, Klara Nahrstedt
2009 J jnl
Mining Graph Patterns Efficiently via Randomized Summaries.
Proc. VLDB Endow.
Chen Chen, Cindy Xide Lin, Matt Fredrikson, Mihai Christodorescu, Xifeng Yan, Jiawei Han
2009 B conf
Mining Heterogeneous Information Networks by Exploring the Power of Links.
ALT
Jiawei Han
2009 B conf
Mining Heterogeneous Information Networks by Exploring the Power of Links.
Discovery Science
Jiawei Han
2009 — conf
Mining Personal Image Collection for Social Group Suggestion.
ICDM Workshops
Jie Yu, Xin Jin, Jiawei Han, Jiebo Luo
2009 A conf
Modeling Probabilistic Measurement Correlations for Problem Determination in Large-Scale Distributed Systems.
ICDCS
Jing Gao, Guofei Jiang, Haifeng Chen, Jiawei Han
2009 A conf
Near-optimal Supervised Feature Selection among Frequent Subgraphs.
SDM
Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt
2009 A conf
P-Rank: a comprehensive structural similarity measure over information networks.
CIKM
Peixiang Zhao, Jiawei Han, Yizhou Sun
2009 A* conf
Parallel PathFinder Algorithms for Mining Structures from Graphs.
ICDM
Samson Hauguel, ChengXiang Zhai, Jiawei Han
2009 — ch.
Pattern-Growth Methods.
Encyclopedia of Database Systems
Hong Cheng, Jiawei Han
2009 J jnl
Promotion Analysis in Multi-Dimensional Space.
Proc. VLDB Endow.
Tianyi Wu, Dong Xin, Qiaozhu Mei, Jiawei Han
2009 B conf
RankClus: integrating clustering with ranking for heterogeneous information network analysis.
EDBT
Yizhou Sun, Jiawei Han, Peixiang Zhao, Zhijun Yin, Hong Cheng, Tianyi Wu
2009 A* conf
Ranking-based clustering of heterogeneous information networks with star network schema.
KDD
Yizhou Sun, Yintao Yu, Jiawei Han
2009 — conf
Real-Time Knowledge Discovery and Dissemination for Intelligence Analysis.
HICSS
Bhavani Thuraisingham, Latifur Khan, Murat Kantarcioglu, Sonia Chib, Jiawei Han, Sang Hyuk Son
2009 B conf
Scalable OLAP and mining of information networks.
EDBT
Jiawei Han, Xifeng Yan, Philip S. Yu
2009 — ch.
Stream Mining.
Encyclopedia of Database Systems
Jiawei Han, Bolin Ding
2009 B conf
Subspace Discovery for Promotion: A Cell Clustering Approach.
Discovery Science
Tianyi Wu, Jiawei Han
2009 A* conf
Temporal Outlier Detection in Vehicle Traffic Data.
ICDE
Xiaolei Li, Zhenhui Li, Jiawei Han, Jae-Gil Lee
2009 J jnl
Top-down mining of frequent closed patterns from very high dimensional data.
Inf. Sci.
Hongyan Liu, Xiaoyu Wang, Jun He, Jiawei Han, Dong Xin, Zheng Shao
2009 A conf
Topic Cube: Topic Modeling for OLAP on Multidimensional Text Databases.
SDM
Duo Zhang, ChengXiang Zhai, Jiawei Han
2009 J jnl
Topic modeling for OLAP on multidimensional text databases: topic cube and its applications.
Stat. Anal. Data Min.
Duo Zhang, ChengXiang Zhai, Jiawei Han, Ashok N. Srivastava, Nikunj C. Oza
2009 A* conf
VideoMule: a consensus learning approach to multi-label classification from noisy user-generated videos.
ACM Multimedia
Chandrasekar Ramachandran, Rahul Malik, Xin Jin, Jing Gao, Klara Nahrstedt, Jiawei Han
2009 J jnl
iNextCube: Information Network-Enhanced Text Cube.
Proc. VLDB Endow.
Yintao Yu, Cindy Xide Lin, Yizhou Sun, Chen Chen, Jiawei Han, Binbin Liao, Tianyi Wu, ChengXiang Zhai, Duo Zhang, Bo Zhao
2009 A* conf
iTopicModel: Information Network-Integrated Topic Modeling.
ICDM
Yizhou Sun, Jiawei Han, Jing Gao, Yintao Yu
2008 A* conf
A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data.
ICDM
Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham
2008 J jnl
A Systematic Study of Failure Proximity.
IEEE Trans. Software Eng.
Chao Liu, Xiangyu Zhang, Jiawei Han
2008 — conf
ARCube: supporting ranking aggregate queries in partially materialized data cubes.
SIGMOD Conference
Tianyi Wu, Dong Xin, Jiawei Han
2008 — ch.
Anomaly Detection in Moving Object.
Intelligence and Security Informatics
Xiaolei Li, Jiawei Han, Sangkyum Kim, Hector Gonzalez
2008 — ch.
Approximate Frequent Itemset Mining In the Presence of Random Noise.
Soft Computing for Knowledge Discovery and Data Mining
Hong Cheng, Philip S. Yu, Jiawei Han
2008 — conf
BibNetMiner: mining bibliographic information networks.
SIGMOD Conference
Yizhou Sun, Tianyi Wu, Zhijun Yin, Hong Cheng, Jiawei Han, Xiaoxin Yin, Peixiang Zhao
2008 A conf
CISpan: Comprehensive Incremental Mining Algorithms of Closed Sequential Patterns for Multi-Versional Software Mining.
SDM
Ding Yuan, Kyuhyung Lee, Hong Cheng, Gopal Krishna, Zhenmin Li, Xiao Ma, Yuanyuan Zhou, Jiawei Han
2008 J jnl
Classifying Data Streams with Skewed Class Distributions and Concept Drifts.
IEEE Internet Comput.
Jing Gao, Bolin Ding, Wei Fan, Jiawei Han, Philip S. Yu
2008 — conf
Combining near-optimal feature selection with gSpan.
MLG@ICML
Karsten M. Borgwardt, Xifeng Yan, Marisa Thoma, Hong Cheng, Arthur Gretton, Le Song, Alex Smola, Jiawei Han, Philip S. Yu, Hans-Peter Kriegel
2008 — book
Data Mining - Know It All.
Soumen Chakrabarti, Earl Cox, Eibe Frank, Ralf Hartmut Güting, Jiawei Han, Xia Jiang, Micheline Kamber, Sam Lightstone, Thomas P. Nadeau, Richard E. Neapolitan, Dorian Pyle, Mamdouh Refaat, Markus Schneider, Toby J. Teorey, Ian H. Witten
2008 — conf
Data Mining for Diagnostic Debugging in Sensor Networks: Preliminary Evidence and Lessons Learned.
KDD Workshop on Knowledge Discovery from Sensor Data
Tarek F. Abdelzaher, Mohammad Maifi Hasan Khan, Hieu Khac Le, Hossein Ahmadi, Jiawei Han
2008 — conf
Data mining for image/video processing: a promising research frontier.
CIVR
Jiawei Han
2008 A* conf
Direct Discriminative Pattern Mining for Effective Classification.
ICDE
Hong Cheng, Xifeng Yan, Jiawei Han, Philip S. Yu
2008 A* conf
Direct mining of discriminative and essential frequent patterns via model-based search tree.
KDD
Wei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip S. Yu, Olivier Verscheure
2008 Misc conf
Dustminer: troubleshooting interactive complexity bugs in sensor networks.
SenSys
Mohammad Maifi Hasan Khan, Hieu Khac Le, Hossein Ahmadi, Tarek F. Abdelzaher, Jiawei Han
2008 J jnl
Efficiently Identifying Max-Gap Clusters in Pairwise Genome Comparison.
J. Comput. Biol.
Xu Ling, Xin He, Dong Xin, Jiawei Han
2008 C conf
Exploring the Power of Heuristics and Links in Multi-relational Data Mining.
ISMIS
Xiaoxin Yin, Jiawei Han
2008 A* conf
Graph OLAP: Towards Online Analytical Processing on Graphs.
ICDM
Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu
2008 A* conf
Knowledge transfer via multiple model local structure mapping.
KDD
Jing Gao, Wei Fan, Jing Jiang, Jiawei Han
2008 J jnl
Learning a Maximum Margin Subspace for Image Retrieval.
IEEE Trans. Knowl. Data Eng.
Xiaofei He, Deng Cai, Jiawei Han
2008 — ch.
Mining Frequent Approximate Sequential Patterns.
Next Generation of Data Mining
Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu
2008 A* conf
Mining preferences from superior and inferior examples.
KDD
Bin Jiang, Jian Pei, Xuemin Lin, David W. Cheung, Jiawei Han
2008 — conf
Mining significant graph patterns by leap search.
SIGMOD Conference
Xifeng Yan, Hong Cheng, Jiawei Han, Philip S. Yu
2008 A conf
Modeling hidden topics on document manifold.
CIKM
Deng Cai, Qiaozhu Mei, Jiawei Han, ChengXiang Zhai
2008 — book
Next Generation of Data Mining.
Hillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, Vipin Kumar
2008 A* conf
Non-negative Matrix Factorization on Manifold.
ICDM
Deng Cai, Xiaofei He, Xiaoyun Wu, Jiawei Han
2008 — ch.
OLAP, Spatial.
Encyclopedia of GIS
Jiawei Han
2008 J jnl
On Having Search Engines Deliver Hierarchies of Web Pages.
J. Object Technol.
Ok-Ran Jeong, Jiawei Han, Won Kim, Eunseok Lee
2008 A conf
On effective presentation of graph patterns: a structural representative approach.
CIKM
Chen Chen, Cindy Xide Lin, Xifeng Yan, Jiawei Han
2008 A* conf
P-Cube: Answering Preference Queries in Multi-Dimensional Space.
ICDE
Dong Xin, Jiawei Han
2008 — conf
Peer to peer botnet detection for cyber-security: a data mining approach.
CSIIRW
Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham
2008 — conf
PerRank: Personalized Rank Retrieval with Categorical and Numerical Attributes.
WAIM
Sangkyum Kim, Jaebum Kim, Younhee Ko, Seung-won Hwang, Jiawei Han
2008 — ch.
Research Challenges for Data Mining in Science and Engineering.
Next Generation of Data Mining
Jiawei Han, Jing Gao
2008 J jnl
SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis.
IEEE Trans. Knowl. Data Eng.
Deng Cai, Xiaofei He, Jiawei Han
2008 — conf
Sampling cube: a framework for statistical olap over sampling data.
SIGMOD Conference
Xiaolei Li, Jiawei Han, Zhijun Yin, Jae-Gil Lee, Yizhou Sun
2008 A conf
SpaRClus: Spatial Relationship Pattern-Based Hierarchial Clustering.
SDM
Sangkyum Kim, Xin Jin, Jiawei Han
2008 A* conf
Sparse Projections over Graph.
AAAI
Deng Cai, Xiaofei He, Jiawei Han
2008 A* conf
Stream Sequential Pattern Mining with Precise Error Bounds.
ICDM
Luiz F. Mendes, Bolin Ding, Jiawei Han
2008 A* conf
Text Cube: Computing IR Measures for Multidimensional Text Database Analysis.
ICDM
Cindy Xide Lin, Bolin Ding, Jiawei Han, Feida Zhu, Bo Zhao
2008 A* conf
Training Linear Discriminant Analysis in Linear Time.
ICDE
Deng Cai, Xiaofei He, Jiawei Han
2008 A* conf
Trajectory Outlier Detection: A Partition-and-Detect Framework.
ICDE
Jae-Gil Lee, Jiawei Han, Xiaolei Li
2008 J jnl
Truth Discovery with Multiple Conflicting Information Providers on the Web.
IEEE Trans. Knowl. Data Eng.
Xiaoxin Yin, Jiawei Han, Philip S. Yu
2007 A conf
A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions.
SDM
Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu
2007 A* conf
Adaptive Fastest Path Computation on a Road Network: A Traffic Mining Approach.
VLDB
Hector Gonzalez, Jiawei Han, Xiaolei Li, Margaret Myslinska, John Paul Sondag
2007 — conf
Association Mining in Large Databases: A Re-examination of Its Measures.
PKDD
Tianyi Wu, Yuguo Chen, Jiawei Han
2007 J jnl
Computing Iceberg Cubes by Top-Down and Bottom-Up Integration: The StarCubing Approach.
IEEE Trans. Knowl. Data Eng.
Dong Xin, Jiawei Han, Xiaolei Li, Zheng Shao, Benjamin W. Wah
2007 J jnl
Constraint-based sequential pattern mining: the pattern-growth methods.
J. Intell. Inf. Syst.
Jian Pei, Jiawei Han, Wei Wang
2007 A* conf
Cost-Conscious Cleaning of Massive RFID Data Sets.
ICDE
Hector Gonzalez, Jiawei Han, Xuehua Shen
2007 J jnl
CrossClus: user-guided multi-relational clustering.
Data Min. Knowl. Discov.
Xiaoxin Yin, Jiawei Han, Philip S. Yu
2007 A* conf
DataScope: Viewing Database Contents in Google Maps' Way.
VLDB
Tianyi Wu, Xiaolei Li, Dong Xin, Jiawei Han, Jacob Lee, Ricardo Redder
2007 A* conf
Discriminative Frequent Pattern Analysis for Effective Classification.
ICDE
Hong Cheng, Xifeng Yan, Jiawei Han, Chih-Wei Hsu
2007 A* conf
Efficient Discovery of Frequent Approximate Sequential Patterns.
ICDM
Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu
2007 A* conf
Efficient Kernel Discriminant Analysis via Spectral Regression.
ICDM
Deng Cai, Xiaofei He, Jiawei Han
2007 — conf
Exploring the Power of Links in Data Mining.
APWeb/WAIM
Jiawei Han
2007 B conf
Finding frequent items in data streams using hierarchical information.
SMC
Xiaoyu Wang, Hongyan Liu, Jiawei Han
2007 J jnl
Frequent Closed Sequence Mining without Candidate Maintenance.
IEEE Trans. Knowl. Data Eng.
Jianyong Wang, Jiawei Han, Chun Li
2007 J jnl
Frequent pattern mining: current status and future directions.
Data Min. Knowl. Discov.
Jiawei Han, Hong Cheng, Dong Xin, Xifeng Yan
2007 — conf
Indexing Noncrashing Failures: A Dynamic Program Slicing-Based Approach.
ICSM
Chao Liu, Xiangyu Zhang, Yu Zhang, Jiawei Han, Bharat K. Bhargava
2007 — conf
Integrating OLAP and Ranking: The Ranking-Cube Methodology.
ICDE Workshops
Dong Xin, Jiawei Han
2007 J jnl
Introduction.
ACM Trans. Knowl. Discov. Data
Jiawei Han
2007 A* conf
Isometric Projection.
AAAI
Deng Cai, Xiaofei He, Jiawei Han
2007 A* conf
Learning a Spatially Smooth Subspace for Face Recognition.
CVPR
Deng Cai, Xiaofei He, Yuxiao Hu, Jiawei Han, Thomas S. Huang
2007 A* conf
Locality Sensitive Discriminant Analysis.
IJCAI
Deng Cai, Xiaofei He, Kun Zhou, Jiawei Han, Hujun Bao
2007 A* conf
Mining Approximate Top-K Subspace Anomalies in Multi-Dimensional Time-Series Data.
VLDB
Xiaolei Li, Jiawei Han
2007 A* conf
Mining Colossal Frequent Patterns by Core Pattern Fusion.
ICDE
Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hong Cheng
2007 — conf
Mining, Indexing, and Searching Graphs in Large Data Sets.
MLG
Jiawei Han
2007 — ch.
Multi-Dimensional Analysis of Data Streams Using Stream Cubes.
Data Streams - Models and Algorithms
Jiawei Han, Yandong Cai, Yixin Chen, Guozhu Dong, Jian Pei, Benjamin W. Wah, Jianyong Wang
2007 A* conf
Object Distinction: Distinguishing Objects with Identical Names.
ICDE
Xiaoxin Yin, Jiawei Han, Philip S. Yu
2007 A* conf
On Appropriate Assumptions to Mine Data Streams: Analysis and Practice.
ICDM
Jing Gao, Wei Fan, Jiawei Han
2007 — ch.
On Clustering Massive Data Streams: A Summarization Paradigm.
Data Streams - Models and Algorithms
Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu
2007 B conf
On Efficient Processing of Subspace Skyline Queries on High Dimensional Data.
SSDBM
Wen Jin, Anthony K. H. Tung, Martin Ester, Jiawei Han
2007 J jnl
On compressing frequent patterns.
Data Knowl. Eng.
Dong Xin, Jiawei Han, Xifeng Yan, Hong Cheng
2007 — conf
Progressive and selective merge: computing top-k with ad-hoc ranking functions.
SIGMOD Conference
Dong Xin, Jiawei Han, Kevin Chen-Chuan Chang
2007 A conf
ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets.
SDM
Xiaolei Li, Jiawei Han, Sangkyum Kim, Hector Gonzalez
2007 A conf
Regularized locality preserving indexing via spectral regression.
CIKM
Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han
2007 — conf
Regularized regression on image manifold for retrieval.
Multimedia Information Retrieval
Deng Cai, Xiaofei He, Jiawei Han
2007 B conf
Research Frontiers in Advanced Data Mining Technologies and Applications.
PAKDD
Jiawei Han
2007 J jnl
Semantic annotation of frequent patterns.
ACM Trans. Knowl. Discov. Data
Qiaozhu Mei, Dong Xin, Hong Cheng, Jiawei Han, ChengXiang Zhai
2007 A* conf
Semi-supervised Discriminant Analysis.
ICCV
Deng Cai, Xiaofei He, Jiawei Han
2007 A* conf
Spectral Regression for Efficient Regularized Subspace Learning.
ICCV
Deng Cai, Xiaofei He, Jiawei Han
2007 A* conf
Spectral Regression: A Unified Approach for Sparse Subspace Learning.
ICDM
Deng Cai, Xiaofei He, Jiawei Han
2007 A* conf
Spectral regression: a unified subspace learning framework for content-based image retrieval.
ACM Multimedia
Deng Cai, Xiaofei He, Jiawei Han
2007 J jnl
TagSmart: analysis and visualization for yeast mutant fitness data measured by tag microarrays.
BMC Bioinform.
Chulyun Kim, Sangkyum Kim, Russell Dorer, Dan Xie, Jiawei Han, Sheng Zhong
2007 A* conf
The Multi-Relational Skyline Operator.
ICDE
Wen Jin, Martin Ester, Zengjian Hu, Jiawei Han
2007 A* conf
Towards Graph Containment Search and Indexing.
VLDB
Chen Chen, Xifeng Yan, Philip S. Yu, Jiawei Han, Dong-Qing Zhang, Xiaohui Gu
2007 B conf
Traffic Density-Based Discovery of Hot Routes in Road Networks.
SSTD
Xiaolei Li, Jiawei Han, Jae-Gil Lee, Hector Gonzalez
2007 — conf
Trajectory clustering: a partition-and-group framework.
SIGMOD Conference
Jae-Gil Lee, Jiawei Han, Kyu-Young Whang
2007 A* conf
Truth discovery with multiple conflicting information providers on the web.
KDD
Xiaoxin Yin, Jiawei Han, Philip S. Yu
2007 A* conf
gApprox: Mining Frequent Approximate Patterns from a Massive Network.
ICDM
Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han
2007 B conf
gPrune: A Constraint Pushing Framework for Graph Pattern Mining.
PAKDD
Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu
2006 J jnl
A Framework for On-Demand Classification of Evolving Data Streams.
IEEE Trans. Knowl. Data Eng.
Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu
2006 A* conf
AC-Close: Efficiently Mining Approximate Closed Itemsets by Core Pattern Recovery.
ICDM
Hong Cheng, Philip S. Yu, Jiawei Han
2006 J jnl
An Erratum on "Pushing Convertible Constraints in Frequent Itemset Mining".
Data Min. Knowl. Discov.
Jian Pei, Jiawei Han, Laks V. S. Lakshmanan
2006 A* conf
Answering Top-k Queries with Multi-Dimensional Selections: The Ranking Cube Approach.
VLDB
Dong Xin, Jiawei Han, Hong Cheng, Xiaolei Li
2006 A* conf
C-Cubing: Efficient Computation of Closed Cubes by Aggregation-Based Checking.
ICDE
Dong Xin, Zheng Shao, Jiawei Han, Hongyan Liu
2006 J jnl
Closed Constrained Gradient Mining in Retail Databases.
IEEE Trans. Knowl. Data Eng.
Jianyong Wang, Jiawei Han, Jian Pei
2006 — book
Data Mining: Concepts and Techniques, Second Edition.
Jiawei Han, Micheline Kamber
2006 A* conf
Discovering interesting patterns through user's interactive feedback.
KDD
Dong Xin, Xuehua Shen, Qiaozhu Mei, Jiawei Han
2006 J jnl
Efficient Classification across Multiple Database Relations: A CrossMine Approach.
IEEE Trans. Knowl. Data Eng.
Xiaoxin Yin, Jiawei Han, Jiong Yang, Philip S. Yu
2006 — conf
Error-Adaptive and Time-Aware Maintenance of Frequency Counts over Data Streams.
WAIM
Hongyan Liu, Ying Lu, Jiawei Han, Jun He
2006 A* conf
Extracting redundancy-aware top-k patterns.
KDD
Dong Xin, Hong Cheng, Xifeng Yan, Jiawei Han
2006 — conf
Failure proximity: a fault localization-based approach.
SIGSOFT FSE
Chao Liu, Jiawei Han
2006 J jnl
Feature-based similarity search in graph structures.
ACM Trans. Database Syst.
Xifeng Yan, Feida Zhu, Philip S. Yu, Jiawei Han
2006 A* conf
FlowCube: Constructuing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows.
VLDB
Hector Gonzalez, Jiawei Han, Xiaolei Li
2006 A* conf
GPLAG: detection of software plagiarism by program dependence graph analysis.
KDD
Chao Liu, Chen Chen, Jiawei Han, Philip S. Yu
2006 A* conf
Generating semantic annotations for frequent patterns with context analysis.
KDD
Qiaozhu Mei, Dong Xin, Hong Cheng, Jiawei Han, ChengXiang Zhai
2006 A* conf
How Bayesians Debug.
ICDM
Chao Liu, Zeng Lian, Jiawei Han
2006 J jnl
Integrative Array Analyzer: a software package for analysis of cross-platform and cross-species microarray data.
Bioinform.
Fei Pan, Kiran Kamath, Kangyu Zhang, Sudip Pulapura, Avinash Achar, Juan Nunez-Iglesias, Yu Huang, Xifeng Yan, Jiawei Han, Haiyan Hu, Min Xu, Jianjun Hu, Xianghong Jasmine Zhou
2006 A* conf
LinkClus: Efficient Clustering via Heterogeneous Semantic Links.
VLDB
Xiaoxin Yin, Jiawei Han, Philip S. Yu
2006 A conf
Mining Control Flow Abnormality for Logic Error Isolation.
SDM
Chao Liu, Xifeng Yan, Jiawei Han
2006 A conf
Mining Interesting Patterns from Very High Dimensional Data: A Top-Down Row Enumeration Approach.
SDM
Hongyan Liu, Jiawei Han, Dong Xin, Zheng Shao
2006 A conf
Mining compressed commodity workflows from massive RFID data sets.
CIKM
Hector Gonzalez, Jiawei Han, Xiaolei Li
2006 A* conf
Mining, Indexing, and Similarity Search in Graphs and Complex Structures.
ICDE
Jiawei Han, Xifeng Yan, Philip S. Yu
2006 C conf
Motion-Alert: Automatic Anomaly Detection in Massive Moving Objects.
ISI
Xiaolei Li, Jiawei Han, Sangkyum Kim
2006 A* conf
On the Inverse Classification Problem and its Applications.
ICDE
Charu C. Aggarwal, Chen Chen, Jiawei Han
2006 J jnl
Orthogonal Laplacianfaces for Face Recognition.
IEEE Trans. Image Process.
Deng Cai, Xiaofei He, Jiawei Han, HongJiang Zhang
2006 B conf
Ranking Outliers Using Symmetric Neighborhood Relationship.
PAKDD
Wen Jin, Anthony K. H. Tung, Jiawei Han, Wei Wang
2006 — conf
Ranking objects based on relationships.
SIGMOD Conference
Kaushik Chakrabarti, Venkatesh Ganti, Jiawei Han, Dong Xin
2006 J jnl
Regression Cubes with Lossless Compression and Aggregation.
IEEE Trans. Knowl. Data Eng.
Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang
2006 A* conf
Searching Substructures with Superimposed Distance.
ICDE
Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu
2006 J jnl
Statistical Debugging: A Hypothesis Testing-Based Approach.
IEEE Trans. Software Eng.
Chao Liu, Long Fei, Xifeng Yan, Jiawei Han, Samuel P. Midkiff
2006 A* conf
Tensor space model for document analysis.
SIGIR
Deng Cai, Xiaofei He, Jiawei Han
2006 A* conf
Top-Down Mining of Interesting Patterns from Very High Dimensional Data.
ICDE
Hongyan Liu, Jiawei Han, Dong Xin, Zheng Shao
2006 A* conf
Towards Robust Indexing for Ranked Queries.
VLDB
Dong Xin, Chen Chen, Jiawei Han
2006 A* conf
Warehousing and Analyzing Massive RFID Data Sets.
ICDE
Hector Gonzalez, Jiawei Han, Xiaolei Li, Diego Klabjan
2006 C conf
Warehousing and Mining Massive RFID Data Sets.
ADMA
Jiawei Han, Hector Gonzalez, Xiaolei Li, Diego Klabjan
2005 B conf
A sampling-based framework for parallel data mining.
PPoPP
Shengnan Cong, Jiawei Han, Jay P. Hoeflinger, David A. Padua
2005 J jnl
A tribute to Professor Hongjun Lu.
SIGMOD Rec.
Michael J. Carey, Jiawei Han
2005 — conf
Accelerating DNA sequencing-by-hybridization with noise.
BIOKDD
Chen Chen, Dong Xin, Jiawei Han
2005 — conf
Community Mining from Multi-relational Networks.
PKDD
Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han
2005 A* conf
Cross-relational clustering with user's guidance.
KDD
Xiaoxin Yin, Jiawei Han, Philip S. Yu
2005 J jnl
Divide-and-Approximate: A Novel Constraint Push Strategy for Iceberg Cube Mining.
IEEE Trans. Knowl. Data Eng.
Ke Wang, Yuelong Jiang, Jeffrey Xu Yu, Guozhu Dong, Jiawei Han
2005 J jnl
Document Clustering Using Locality Preserving Indexing.
IEEE Trans. Knowl. Data Eng.
Deng Cai, Xiaofei He, Jiawei Han
2005 — conf
Efficient Classification from Multiple Heterogeneous Databases.
PKDD
Xiaoxin Yin, Jiawei Han
2005 — conf
Efficient Processing of Ranked Queries with Sweeping Selection.
PKDD
Wen Jin, Martin Ester, Jiawei Han
2005 J jnl
Graph indexing based on discriminative frequent structure analysis.
ACM Trans. Database Syst.
Xifeng Yan, Philip S. Yu, Jiawei Han
2005 — conf
GraphMiner: a structural pattern-mining system for large disk-based graph databases and its applications.
SIGMOD Conference
Wei Wang, Chen Wang, Yongtai Zhu, Baile Shi, Jian Pei, Xifeng Yan, Jiawei Han
2005 A* conf
Image clustering with tensor representation.
ACM Multimedia
Xiaofei He, Deng Cai, Haifeng Liu, Jiawei Han
2005 J jnl
Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing.
Data Min. Knowl. Discov.
Hwanjo Yu, Jiong Yang, Jiawei Han, Xiaolei Li
2005 A conf
Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs.
SDM
Chao Liu, Xifeng Yan, Hwanjo Yu, Jiawei Han, Philip S. Yu
2005 A* conf
Mining Closed Relational Graphs with Connectivity Constraints.
ICDE
Xifeng Yan, Xianghong Jasmine Zhou, Jiawei Han
2005 A* conf
Mining Compressed Frequent-Pattern Sets.
VLDB
Dong Xin, Jiawei Han, Xifeng Yan, Hong Cheng
2005 — ch.
Mining Data Streams.
The Data Mining and Knowledge Discovery Handbook
Haixun Wang, Philip S. Yu, Jiawei Han
2005 A* conf
Mining Evolving Customer-Product Relationships in Multi-Dimensional Space.
ICDE
Xiaolei Li, Jiawei Han, Xiaoxin Yin, Dong Xin
2005 A* conf
Mining closed relational graphs with connectivity constraints.
KDD
Xifeng Yan, Xianghong Jasmine Zhou, Jiawei Han
2005 — conf
Mining coherent dense subgraphs across massive biological networks for functional discovery.
ISMB (Supplement of Bioinformatics)
Haiyan Hu, Xifeng Yan, Yu Huang, Jiawei Han, Xianghong Jasmine Zhou
2005 — conf
Mining hidden community in heterogeneous social networks.
LinkKDD
Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han
2005 J jnl
On High Dimensional Projected Clustering of Data Streams.
Data Min. Knowl. Discov.
Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu
2005 A* conf
Parallel mining of closed sequential patterns.
KDD
Shengnan Cong, Jiawei Han, David A. Padua
2005 — conf
SOBER: statistical model-based bug localization.
ESEC/SIGSOFT FSE
Chao Liu, Xifeng Yan, Long Fei, Jiawei Han, Samuel P. Midkiff
2005 B conf
Searching for Related Objects in Relational Databases.
SSDBM
Xiaoxin Yin, Jiawei Han, Jiong Yang
2005 A conf
SeqIndex: Indexing Sequences by Sequential Pattern Analysis.
SDM
Hong Cheng, Xifeng Yan, Jiawei Han
2005 J jnl
Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams.
Distributed Parallel Databases
Jiawei Han, Yixin Chen, Guozhu Dong, Jian Pei, Benjamin W. Wah, Jianyong Wang, Y. Dora Cai
2005 — conf
Substructure Similarity Search in Graph Databases.
SIGMOD Conference
Xifeng Yan, Philip S. Yu, Jiawei Han
2005 A* conf
Summarizing itemset patterns: a profile-based approach.
KDD
Xifeng Yan, Hong Cheng, Jiawei Han, Dong Xin
2005 — ch.
Survey of Biodata Analysis from a Data Mining Perspective.
Data Mining in Bioinformatics
Peter Bajcsy, Jiawei Han, Lei Liu, Jiong Yang
2005 J jnl
TFP: An Efficient Algorithm for Mining Top-K Frequent Closed Itemsets.
IEEE Trans. Knowl. Data Eng.
Jianyong Wang, Jiawei Han, Ying Lu, Petre Tzvetkov
2005 J jnl
TSP: Mining top-
Knowl. Inf. Syst.
Petre Tzvetkov, Xifeng Yan, Jiawei Han
2004 A* conf
A Framework for Projected Clustering of High Dimensional Data Streams.
VLDB
Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu
2004 A* conf
BIDE: Efficient Mining of Frequent Closed Sequences.
ICDE
Jianyong Wang, Jiawei Han
2004 B conf
CCMine: Efficient Mining of Confidence-Closed Correlated Patterns.
PAKDD
Won-Young Kim, Young-Koo Lee, Jiawei Han
2004 A* conf
Clustering moving objects.
KDD
Yifan Li, Jiawei Han, Jiong Yang
2004 B conf
Continuous K-Nearest Neighbor Search for Moving Objects.
SSDBM
Yifan Li, Jiong Yang, Jiawei Han
2004 — conf
CrossMine: Efficient Classification Across Multiple Database Relations.
Constraint-Based Mining and Inductive Databases
Xiaoxin Yin, Jiawei Han, Jiong Yang, Philip S. Yu
2004 A* conf
CrossMine: Efficient Classification Across Multiple Database Relations.
ICDE
Xiaoxin Yin, Jiawei Han, Jiong Yang, Philip S. Yu
2004 A* conf
Discovering complex matchings across web query interfaces: a correlation mining approach.
KDD
Bin He, Kevin Chen-Chuan Chang, Jiawei Han
2004 J jnl
From Sequential Pattern Mining to Structured Pattern Mining: A Pattern-Growth Approach.
J. Comput. Sci. Technol.
Jiawei Han, Jian Pei, Xifeng Yan
2004 — conf
Graph Indexing: A Frequent Structure-based Approach.
SIGMOD Conference
Xifeng Yan, Philip S. Yu, Jiawei Han
2004 A* conf
High-Dimensional OLAP: A Minimal Cubing Approach.
VLDB
Xiaolei Li, Jiawei Han, Hector Gonzalez
2004 A* conf
IncSpan: incremental mining of sequential patterns in large database.
KDD
Hong Cheng, Xifeng Yan, Jiawei Han
2004 — conf
MAIDS: Mining Alarming Incidents from Data Streams.
SIGMOD Conference
Y. Dora Cai, David Clutter, Greg Pape, Jiawei Han, Michael Welge, Loretta Auvil
2004 B conf
MM-Cubing: Computing Iceberg Cubes by Factorizing the Lattice Space.
SSDBM
Zheng Shao, Jiawei Han, Dong Xin
2004 J jnl
Mining Condensed Frequent-Pattern Bases.
Knowl. Inf. Syst.
Jian Pei, Guozhu Dong, Wei Zou, Jiawei Han
2004 J jnl
Mining Constrained Gradients in Large Databases.
IEEE Trans. Knowl. Data Eng.
Guozhu Dong, Jiawei Han, Joyce M. W. Lam, Jian Pei, Ke Wang, Wei Zou
2004 J jnl
Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach.
Data Min. Knowl. Discov.
Jiawei Han, Jian Pei, Yiwen Yin, Runying Mao
2004 J jnl
Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach.
IEEE Trans. Knowl. Data Eng.
Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Jianyong Wang, Helen Pinto, Qiming Chen, Umeshwar Dayal, Meichun Hsu
2004 — conf
Mining Thick Skylines over Large Databases.
PKDD
Wen Jin, Jiawei Han, Martin Ester
2004 — conf
Mining complex matchings across Web query interfaces.
DMKD
Bin He, Kevin Chen-Chuan Chang, Jiawei Han
2004 A* conf
Mining scale-free networks using geodesic clustering.
KDD
Andrew Y. Wu, Michael Garland, Jiawei Han
2004 A* conf
On demand classification of data streams.
KDD
Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu
2004 J jnl
PEBL: Web Page Classification without Negative Examples.
IEEE Trans. Knowl. Data Eng.
Hwanjo Yu, Jiawei Han, Kevin Chen-Chuan Chang
2004 J jnl
Pushing Convertible Constraints in Frequent Itemset Mining.
Data Min. Knowl. Discov.
Jian Pei, Jiawei Han, Laks V. S. Lakshmanan
2004 A* conf
Scalable Construction of Topic Directory with Nonparametric Closed Termset Mining.
ICDM
Hwanjo Yu, Duane Searsmith, Xiaolei Li, Jiawei Han
2004 J jnl
The third SIGKDD workshop on mining temporal and sequential data (KDD/TDM 2004).
SIGKDD Explor.
K. P. Unnikrishnan, Ramasamy Uthurusamy, Jiawei Han
2003 A* conf
A Framework for Clustering Evolving Data Streams.
VLDB
Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu
2003 A* conf
CLOSET+: searching for the best strategies for mining frequent closed itemsets.
KDD
Jianyong Wang, Jiawei Han, Jian Pei
2003 A conf
CPAR: Classification based on Predictive Association Rules.
SDM
Xiaoxin Yin, Jiawei Han
2003 J jnl
Cancer classification using gene expression data.
Inf. Syst.
Ying Lu, Jiawei Han
2003 A* conf
Classifying large data sets using SVMs with hierarchical clusters.
KDD
Hwanjo Yu, Jiong Yang, Jiawei Han
2003 A conf
CloSpan: Mining Closed Sequential Patterns in Large Datasets.
SDM
Xifeng Yan, Jiawei Han, Ramin Afshar
2003 A* conf
CloseGraph: mining closed frequent graph patterns.
KDD
Xifeng Yan, Jiawei Han
2003 A* conf
CoMine: Efficient Mining of Correlated Patterns.
ICDM
Young-Koo Lee, Won-Young Kim, Y. Dora Cai, Jiawei Han
2003 — conf
Discovering Compact and Highly Discriminative Features or Feature Combinations of Drug Activities Using Support Vector Machines.
CSB
Hwanjo Yu, Jiong Yang, Wei Wang, Jiawei Han
2003 J jnl
Efficient Mining of Intertransaction Association Rules.
IEEE Trans. Knowl. Data Eng.
Anthony K. H. Tung, Hongjun Lu, Jiawei Han, Ling Feng
2003 A conf
Mining Typical Preferences of Collaborative User Groups.
ER
Su-Jeong Ko, Jiawei Han
2003 A* conf
Mining concept-drifting data streams using ensemble classifiers.
KDD
Haixun Wang, Wei Fan, Philip S. Yu, Jiawei Han
2003 — conf
Object Matching for Information Integration: A Profiler-Based Approach.
IIWeb
AnHai Doan, Ying Lu, Yoonkyong Lee, Jiawei Han
2003 J jnl
Profile-Based Object Matching for Information Integration.
IEEE Intell. Syst.
AnHai Doan, Ying Lu, Yoonkyong Lee, Jiawei Han
2003 A* conf
Pushing Aggregate Constraints by Divide-and-Approximate.
ICDE
Ke Wang, Yuelong Jiang, Jeffrey Xu Yu, Guozhu Dong, Jiawei Han
2003 J jnl
Pushing Support Constraints Into Association Rules Mining.
IEEE Trans. Knowl. Data Eng.
Ke Wang, Yu He, Jiawei Han
2003 A* conf
Star-Cubing: Computing Iceberg Cubes by Top-Down and Bottom-Up Integration.
VLDB
Dong Xin, Jiawei Han, Xiaolei Li, Benjamin W. Wah
2003 A* conf
TSP: Mining Top-K Closed Sequential Patterns.
ICDM
Petre Tzvetkov, Xifeng Yan, Jiawei Han
2003 A conf
Text classification from positive and unlabeled documents.
CIKM
Hwanjo Yu, ChengXiang Zhai, Jiawei Han
2002 J jnl
A template model for multidimensional inter-transactional association rules.
VLDB J.
Ling Feng, Jeffrey Xu Yu, Hongjun Lu, Jiawei Han
2002 J jnl
CLARANS: A Method for Clustering Objects for Spatial Data Mining.
IEEE Trans. Knowl. Data Eng.
Raymond T. Ng, Jiawei Han
2002 J jnl
Constrained frequent pattern mining: a pattern-growth view.
SIGKDD Explor.
Jian Pei, Jiawei Han
2002 — conf
CubeExplorer: online exploration of data cubes.
SIGMOD Conference
Jiawei Han, Jianyong Wang, Guozhu Dong, Jian Pei, Ke Wang
2002 J jnl
Data Mining for Web Intelligence.
Computer
Jiawei Han, Kevin Chen-Chuan Chang
2002 J jnl
Database Research at the University of Illinois at Urbana-Champaign.
SIGMOD Rec.
Marianne Winslett, Kevin Chen-Chuan Chang, AnHai Doan, Jiawei Han, ChengXiang Zhai, Yuanyuan Zhou
2002 J jnl
Emerging scientific applications in data mining.
Commun. ACM
Jiawei Han, Russ B. Altman, Vipin Kumar, Heikki Mannila, Daryl Pregibon
2002 A* conf
Heterogeneous Learner for Web Page Classification.
ICDM
Hwanjo Yu, Kevin Chen-Chuan Chang, Jiawei Han
2002 — conf
How Can Data Mining Help Bio-Data Analysis?
BIOKDD
Jiawei Han
2002 A* conf
Mining Top-K Frequent Closed Patterns without Minimum Support.
ICDM
Jiawei Han, Jianyong Wang, Ying Lu, Petre Tzvetkov
2002 A* conf
Mining frequent item sets by opportunistic projection.
KDD
Junqiang Liu, Yunhe Pan, Ke Wang, Jiawei Han
2002 — conf
Mining long sequential patterns in a noisy environment.
SIGMOD Conference
Jiong Yang, Wei Wang, Philip S. Yu, Jiawei Han
2002 A conf
Mining sequential patterns with constraints in large databases.
CIKM
Jian Pei, Jiawei Han, Wei Wang
2002 A* conf
Multi-Dimensional Regression Analysis of Time-Series Data Streams.
VLDB
Yixin Chen, Guozhu Dong, Jiawei Han, Benjamin W. Wah, Jianyong Wang
2002 A* conf
On Computing Condensed Frequent Pattern Bases.
ICDM
Jian Pei, Guozhu Dong, Wei Zou, Jiawei Han
2002 — conf
Online Analytical Processing Stream Data: Is It Feasible?
DMKD
Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang
2002 A* conf
PEBL: positive example based learning for Web page classification using SVM.
KDD
Hwanjo Yu, Jiawei Han, Kevin Chen-Chuan Chang
2002 A ed.
Proceedings of the Second SIAM International Conference on Data Mining, Arlington, VA, USA, April 11-13, 2002
SDM
Robert L. Grossman, Jiawei Han, Vipin Kumar, Heikki Mannila, Rajeev Motwani
2002 B conf
Profit Mining: From Patterns to Actions.
EDBT
Ke Wang, Senqiang Zhou, Jiawei Han
2002 A* conf
Quotient Cube: How to Summarize the Semantics of a Data Cube.
VLDB
Laks V. S. Lakshmanan, Jian Pei, Jiawei Han
2002 B conf
Top Down FP-Growth for Association Rule Mining.
PAKDD
Ke Wang, Liu Tang, Jiawei Han, Junqiang Liu
2002 A* conf
gSpan: Graph-Based Substructure Pattern Mining.
ICDM
Xifeng Yan, Jiawei Han
2001 A* conf
CMAR: Accurate and Efficient Classification Based on Multiple Class-Association Rules.
ICDM
Wenmin Li, Jiawei Han, Jian Pei
2001 A conf
Constraint-based clustering in large databases.
ICDT
Anthony K. H. Tung, Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han
2001 — conf
DNA-Miner: A System Prototype for Mining DNA Sequences.
SIGMOD Conference
Jiawei Han, Hasan M. Jamil, Ying Lu, Liangyou Chen, Yaqin Liao, Jian Pei
2001 — conf
Efficient Computation of Iceberg Cubes with Complex Measures.
SIGMOD Conference
Jiawei Han, Jian Pei, Guozhu Dong, Ke Wang
2001 — conf
Fault-Tolerant Frequent Pattern Mining: Problems and Challenges.
DMKD
Jian Pei, Anthony K. H. Tung, Jiawei Han
2001 A* conf
H-Mine: Hyper-Structure Mining of Frequent Patterns in Large Databases.
ICDM
Jian Pei, Jiawei Han, Hongjun Lu, Shojiro Nishio, Shiwei Tang, Dongqing Yang
2001 A* conf
Mining Frequent Item Sets with Convertible Constraints.
ICDE
Jian Pei, Jiawei Han, Laks V. S. Lakshmanan
2001 A* conf
Mining Multi-Dimensional Constrained Gradients in Data Cubes.
VLDB
Guozhu Dong, Jiawei Han, Joyce M. W. Lam, Jian Pei, Ke Wang
2001 A* conf
Mining top-n local outliers in large databases.
KDD
Wen Jin, Anthony K. H. Tung, Jiawei Han
2001 A conf
Multi-Dimensional Sequential Pattern Mining.
CIKM
Helen Pinto, Jiawei Han, Jian Pei, Ke Wang, Qiming Chen, Umeshwar Dayal
2001 A* conf
PrefixSpan: Mining Sequential Patterns by Prefix-Projected Growth.
ICDE
Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Helen Pinto, Qiming Chen, Umeshwar Dayal, Meichun Hsu
2001 B conf
RecTree: An Efficient Collaborative Filtering Method.
DaWaK
Sonny Han Seng Chee, Jiawei Han, Ke Wang
2001 J jnl
Reminiscences on Influential Papers.
SIGMOD Rec.
Kenneth A. Ross, Jiawei Han, Nick Koudas, Rajeev Rastogi, Daniel J. Rosenkrantz, Peter Scheuermann, Dan Suciu
2001 — conf
Scalable frequent-pattern mining methods: an overview.
KDD Tutorials
Jiawei Han, Laks V. S. Lakshmanan, Jian Pei
2001 A* conf
Spatial Clustering in the Presence of Obstacles.
ICDE
Anthony K. H. Tung, Jean Hou, Jiawei Han
2000 B conf
AIM: Approximate Intelligent Matching for Time Series Data.
DaWaK
Edward Kim, Joyce M. W. Lam, Jiawei Han
2000 J jnl
Beyond intratransaction association analysis: mining multidimensional intertransaction association rules.
ACM Trans. Inf. Syst.
Hongjun Lu, Ling Feng, Jiawei Han
2000 — conf
CLOSET: An Efficient Algorithm for Mining Frequent Closed Itemsets.
ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery
Jian Pei, Jiawei Han, Runying Mao
2000 B conf
COE: Clustering with Obstacles Entities. A Preliminary Study.
PAKDD
Anthony K. H. Tung, Jean Hou, Jiawei Han
2000 A* conf
Can we push more constraints into frequent pattern mining?
KDD
Jian Pei, Jiawei Han
2000 — book
Data Mining: Concepts and Techniques
Jiawei Han, Micheline Kamber
2000 J jnl
Discovering Geographic Knowledge in Data Rich Environments: A Report on a Specialist Meeting.
SIGKDD Explor.
Harvey J. Miller, Jiawei Han
2000 — conf
Discovering spatial associations in images.
Data Mining and Knowledge Discovery: Theory, Tools, and Technology
Osmar R. Zaïane, Jiawei Han
2000 J jnl
Efficient Rule-Based Attribute-Oriented Induction for Data Mining.
J. Intell. Inf. Syst.
David Wai-Lok Cheung, H. Y. Hwang, Ada Wai-Chee Fu, Jiawei Han
2000 A* conf
FreeSpan: frequent pattern-projected sequential pattern mining.
KDD
Jiawei Han, Jian Pei, Behzad Mortazavi-Asl, Qiming Chen, Umeshwar Dayal, Meichun Hsu
2000 — conf
Geo-Spatial Clustering with User-Specified Constraints.
MDM/KDD
Anthony K. H. Tung, Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han
2000 B conf
Mining Access Patterns Efficiently from Web Logs.
PAKDD
Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Hua Zhu
2000 A* conf
Mining Frequent Itemsets Using Support Constraints.
VLDB
Ke Wang, Yu He, Jiawei Han
2000 J jnl
Mining Frequent Patterns by Pattern-Growth: Methodology and Implications.
SIGKDD Explor.
Jiawei Han, Jian Pei
2000 — conf
Mining Frequent Patterns without Candidate Generation.
SIGMOD Conference
Jiawei Han, Jian Pei, Yiwen Yin
2000 A* conf
Mining Recurrent Items in Multimedia with Progressive Resolution Refinement.
ICDE
Osmar R. Zaïane, Jiawei Han, Hua Zhu
2000 J jnl
Object-Based Selective Materialization for Efficient Implementation of Spatial Data Cubes.
IEEE Trans. Knowl. Data Eng.
Nebojsa Stefanovic, Jiawei Han, Krzysztof Koperski
1999 A* conf
Breaking the Barrier of Transactions: Mining Inter-Transaction Association Rules.
KDD
Anthony K. H. Tung, Hongjun Lu, Jiawei Han, Ling Feng
1999 J jnl
Constraint-Based Multidimensional Data Mining.
Computer
Jiawei Han, Laks V. S. Lakshmanan, Raymond T. Ng
1999 A* conf
Efficient Mining of Partial Periodic Patterns in Time Series Database.
ICDE
Jiawei Han, Guozhu Dong, Yiwen Yin
1999 — conf
Efficient Polygon Amalgamation Methods for Spatial OLAP and Spatial Data Mining.
SSD
Xiaofang Zhou, David Truffet, Jiawei Han
1999 — conf
Exploratory Mining via Constrained Frequent Set Queries.
SIGMOD Conference
Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han, Teresa Mah
1999 J jnl
Join Index Hierarchy: An Indexing Structure for Efficient Navigation in Object-Oriented Databases.
IEEE Trans. Knowl. Data Eng.
Jiawei Han, Zhaohui Xie, Yongjian Fu
1999 A conf
Mining Inter-Transaction Associations with Templates.
CIKM
Ling Feng, Hongjun Lu, Jeffrey Xu Yu, Jiawei Han
1999 J jnl
Mining Multiple-Level Association Rules in Large Databases.
IEEE Trans. Knowl. Data Eng.
Jiawei Han, Yongjian Fu
1999 — conf
Optimization of Constrained Frequent Set Queries with 2-variable Constraints.
SIGMOD Conference
Laks V. S. Lakshmanan, Raymond T. Ng, Jiawei Han, Alex Pang
1999 — conf
Plan Mining by Divide-and-Conquer.
1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery
Jiawei Han, Qiang Yang, Edward Kim
1999 J jnl
Review - An Array-Based Algorithm for Simultaneous Multidimensional Aggregates.
ACM SIGMOD Digit. Rev.
Jiawei Han
1999 — ed.
Tutorial Notes for ACM SIGKDD 1999 International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 15-18, 1999
KDD Tutorial Notes
Jiawei Han
1998 — conf
Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs.
ADL
Osmar R. Zaïane, Man Xin, Jiawei Han
1998 J jnl
Editorial.
Data Min. Knowl. Discov.
Raymond T. Ng, Jiawei Han, Laks V. S. Lakshmanan
1998 J jnl
Evaluation of Declarative n-Queens Recursion: A Deductive Database Approach.
Inf. Sci.
Jiawei Han, Ling Liu, Tong Lu
1998 — conf
Exploratory Mining and Pruning Optimizations of Constrained Association Rules.
SIGMOD Conference
Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han, Alex Pang
1998 J jnl
Generalization-Based Data Mining in Object-Oriented Databases Using an Object Cube Model.
Data Knowl. Eng.
Jiawei Han, Shojiro Nishio, Hiroyuki Kawano, Wei Wang
1998 J jnl
Knowledge representation and discovery based on linguistic atoms.
Knowl. Based Syst.
Deyi Li, Jiawei Han, Xuemei Shi, Man-chung Chan
1998 A* conf
Mining Segment-Wise Periodic Patterns in Time-Related Databases.
KDD
Jiawei Han, Wan Gong, Yiwen Yin
1998 — conf
Mining multimedia data.
CASCON
Osmar R. Zaïane, Jiawei Han, Ze-Nian Li, Jean Hou
1998 — conf
MultiMediaMiner: A System Prototype for Multimedia Data Mining.
SIGMOD Conference
Osmar R. Zaïane, Jiawei Han, Ze-Nian Li, Sonny Han Seng Chee, Jenny Chiang
1998 B conf
Selective Materialization: An Efficient Method for Spatial Data Cube Construction.
PAKDD
Jiawei Han, Nebojsa Stefanovic, Krzysztof Koperski
1998 J jnl
Towards On-Line Analytical Mining in Large Databases.
SIGMOD Rec.
Jiawei Han
1998 — conf
WebML: Querying the World-Wide Web for Resources and Knowledge.
Workshop on Web Information and Data Management
Osmar R. Zaïane, Jiawei Han
1997 — conf
DBMiner: a system for data mining in relational databases and data warehouses.
CASCON
Jiawei Han, Jenny Chiang, Sonny Han Seng Chee, Jianping Chen, Qing Chen, Shan Cheng, Wan Gong, Micheline Kamber, Krzysztof Koperski, Gang Liu, Yijun Lu, Nebojsa Stefanovic, Lara Winstone, Betty Xia, Osmar R. Zaïane, Shuhua Zhang, Hua Zhu
1997 A* conf
Data Mining: Where is it Heading? (Panel).
ICDE
Jiawei Han
1997 — conf
Generalization and Decision Tree Induction: Efficient Classification in Data Mining.
RIDE
Micheline Kamber, Lara Winstone, Wang Gon, Jiawei Han
1997 — conf
GeoMiner: A System Prototype for Spatial Data Mining.
SIGMOD Conference
Jiawei Han, Krzysztof Koperski, Nebojsa Stefanovic
1997 A* conf
Metarule-Guided Mining of Multi-Dimensional Association Rules Using Data Cubes.
KDD
Micheline Kamber, Jiawei Han, Jenny Chiang
1997 — conf
OLAP Mining: Integration of OLAP with Data Mining.
DS-7
Jiawei Han
1996 — conf
A Fast Distributed Algorithm for Mining Association Rules.
PDIS
David Wai-Lok Cheung, Jiawei Han, Vincent T. Y. Ng, Ada Wai-Chee Fu, Yongjian Fu
1996 — ch.
Attribute-Oriented Induction in data Mining.
Advances in Knowledge Discovery and Data Mining
Jiawei Han, Yongjian Fu
1996 A* conf
DBMiner: A System for Mining Knowledge in Large Relational Databases.
KDD
Jiawei Han, Yongjian Fu, Wei Wang, Jenny Chiang, Wan Gong, Krzysztof Koperski, Deyi Li, Yijun Lu, Amynmohamed Rajan, Nebojsa Stefanovic, Betty Xia, Osmar R. Zaïane
1996 — conf
DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases.
SIGMOD Conference
Jiawei Han, Yongjian Fu, Wei Wang, Jenny Chiang, Osmar R. Zaïane, Krzysztof Koperski
1996 — conf
Data Mining Techniques.
SIGMOD Conference
Jiawei Han
1996 J jnl
Data Mining: An Overview from a Database Perspective.
IEEE Trans. Knowl. Data Eng.
Ming-Syan Chen, Jiawei Han, Philip S. Yu
1996 J jnl
Index Nesting - An Efficient Approach to Indexing in Object-Oriented Databases
VLDB J.
Beng Chin Ooi, Jiawei Han, Hongjun Lu, Kian-Lee Tan
1996 J jnl
Intelligent Query Answering by Knowledge Discovery Techniques.
IEEE Trans. Knowl. Data Eng.
Jiawei Han, Yue Huang, Nick Cercone, Yongjian Fu
1996 A* conf
Maintenance of Discovered Association Rules in Large Databases: An Incremental Updating Technique.
ICDE
David Wai-Lok Cheung, Jiawei Han, Vincent T. Y. Ng, C. Y. Wong
1996 A* ed.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), Portland, Oregon, USA
KDD
Evangelos Simoudis, Jiawei Han, Usama M. Fayyad
1996 — conf
Spatial Data Mining: Progress and Challenges.
DMKD
Krzysztof Koperski, Junas Adhikary, Jiawei Han
1995 A* conf
Advances of the DBLearn System for Knowledge Discovery in Large Databases.
IJCAI
Jiawei Han, Yongjian Fu, Simon Tang
1995 J jnl
Chain-Split Evaluation in Deductive Databases.
IEEE Trans. Knowl. Data Eng.
Jiawei Han
1995 A* conf
Discovery of Multiple-Level Association Rules from Large Databases.
VLDB
Jiawei Han, Yongjian Fu
1995 — conf
Discovery of Spatial Association Rules in Geographic Information Databases.
SSD
Krzysztof Koperski, Jiawei Han
1995 J jnl
Evaluation of Regular Nonlinear Recursions by Deductive Database Techniques.
Inf. Syst.
Jiawei Han, Laks V. S. Lakshmanan
1995 J jnl
Fact Updates in Logic Databases.
Int. J. Softw. Eng. Knowl. Eng.
Yan-Nong Huang, Verónica Dahl, Jiawei Han
1995 J jnl
Information-Associated Join Indices for Spatial Range Search.
Int. J. Geogr. Inf. Sci.
Wei Lu, Jiawei Han
1995 — conf
Maintenance of Discovered Knowledge: A Strategy for Updating Association Rules (Abstract).
KDOOD/TDOOD
David Wai-Lok Cheung, Jiawei Han
1995 — conf
Meta-Rule-Guided Mining of Association Rules in Relational Databases.
KDOOD/TDOOD
Yongjian Fu, Jiawei Han
1995 A conf
Mining Knowledge at Multiple Concept Levels.
CIKM
Jiawei Han
1995 — conf
Normalization and Compilation of Deductive and Object-Oriented Databases Programs for Efficient Query Evaluation.
DOOD
Zhaohui Xie, Jiawei Han
1995 J jnl
Query evaluation and optimization in deductive and object-oriented spatial databases.
Inf. Softw. Technol.
Wei Lu, Jiawei Han
1995 A* conf
Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment.
KDD
Osmar R. Zaïane, Jiawei Han
1994 C conf
A Case-Based Reasoning Approach for Associative Query Answering.
ISMIS
David Wai-Lok Cheung, Ada Wai-Chee Fu, Jiawei Han
1994 J jnl
A Study on the Structure of Linear Recursion.
IEEE Trans. Knowl. Data Eng.
Wenyu Lu, Dik Lun Lee, Jiawei Han
1994 J jnl
Constraint-Based Query Evaluation in Deductive Databases.
IEEE Trans. Knowl. Data Eng.
Jiawei Han
1994 B conf
Cooperative Query Answering Using Multiple Layered Databases.
CoopIS
Jiawei Han, Yongjian Fu, Raymond T. Ng
1994 — conf
DBLearn: A System Prototype for Knowledge Discovery in Relational Databases.
SIGMOD Conference
Jiawei Han, Yongjian Fu, Yue Huang, Yandong Cai, Nick Cercone
1994 J jnl
Delay-Sensitive Multimedia on Disks.
IEEE Multim.
Jim Gemmell, Jiawei Han, Richard J. Beaton, Stavros Christodoulakis
1994 — conf
Dynamic Generation and Refinement of Concept Hierarchies for Knowledge Discovery in Databases.
KDD Workshop
Jiawei Han, Yongjian Fu
1994 A* conf
Efficient and Effective Clustering Methods for Spatial Data Mining.
VLDB
Raymond T. Ng, Jiawei Han
1994 C conf
How Does Knowledge Discovery Cooperate with Active Database Techniques in Controlling Dynamic Environment?
DEXA
Hiroyuki Kawano, Shojiro Nishio, Jiawei Han, Toshiharu Hasegawa
1994 C conf
Incremental Processing of Logic Database Relations.
ISMIS
Yan-Nong Huang, Verónica Dahl, Jiawei Han
1994 A* conf
Join Index Hierarchies for Supporting Efficient Navigations in Object-Oriented Databases.
VLDB
Zhaohui Xie, Jiawei Han
1994 A conf
LogicBase: A Deductive Database System Prototype.
CIKM
Jiawei Han, Ling Liu, Zhaohui Xie
1994 J jnl
Multichannel Delay Sensitive Data Retrieval.
Multim. Syst.
Jim Gemmell, Jiawei Han
1994 J jnl
Towards Efficient Induction Mechanisms in Database Systems.
Theor. Comput. Sci.
Jiawei Han
1993 — conf
An Attribute-Oriented Rough Set Approach for Knowledge Discovery in Databases.
RSKD
Xiaohua Hu, Nick Cercone, Jiawei Han
1993 J jnl
Compilation and evaluation of linear mutual recursions.
Inf. Sci.
Jiawei Han
1993 J jnl
Data-Driven Discovery of Quantitative Rules in Relational Databases.
IEEE Trans. Knowl. Data Eng.
Jiawei Han, Yandong Cai, Nick Cercone
1993 — conf
Evaluation of Regular Nonlinear Recursive Programs.
ILPS
Jiawei Han, Laks V. S. Lakshmanan
1993 A* conf
Homomorphic Tree Embeddings and Their Applications to Recursive Program Optimization
LICS
Laks V. S. Lakshmanan, Karima Ashraf, Jiawei Han
1993 — conf
Human-Computer Interfaces: DBLEARN and System X.
RSKD
Nick Cercone, Paul McFetridge, Jiawei Han, Fred Popowich
1993 — conf
LogicBase: A System Prototype for Deductive Query Evaluation.
Workshop on Programming with Logic Databases (Informal Proceedings), ILPS
Jiawei Han, Ling Liu, Zhaohui Xie
1993 A* conf
Normalization of Linear Recursions in Deductive Databases.
ICDE
Jiawei Han, Kangsheng Zeng, Tong Lu
1993 — conf
Outline of the LogicBase Demonstration.
Workshop on Programming with Logic Databases (Informal Proceedings), ILPS
Jiawei Han, Ling Liu, Zhaohui Xie
1992 J jnl
Automatic generation of compiled forms for linear recursions.
Inf. Syst.
Jiawei Han, Kangsheng Zeng
1992 J jnl
Binding Propagation Beyond the Reach of Rule/Goal Graphs.
Inf. Process. Lett.
Jiawei Han
1992 — conf
Chain-Based Evaluation - A Bridge Linking Recursive and Nonrecursive Query Evaluation.
RIDE-TQP
Jiawei Han
1992 A* conf
Chain-Split Evaluation in Deductive Databases.
ICDE
Jiawei Han
1992 J jnl
Classification and Compilation of Linear Recursive Queries in Deductive Databases.
IEEE Trans. Knowl. Data Eng.
Cheong Youn, Hyoung-Joo Kim, Lawrence J. Henschen, Jiawei Han
1992 B conf
Compilation-Based List Processing in Deductive Databases.
EDBT
Jiawei Han
1992 — conf
Compressed Counting Method.
Workshop on Deductive Databases, JICSLP
Ling Liu, Jiawei Han
1992 J jnl
Deductive-ER: deductive entity-relationship data model and its data language.
Inf. Softw. Technol.
Jiawei Han, Ze-Nian Li
1992 A* conf
Distance-Associated Join Indices for Spatial Range Search.
ICDE
Wei Lu, Jiawei Han
1992 — conf
Efficient Deduction and Induction: Key to the Success of Data-Intensive Knowledge-Base Systems.
Formal Methods in Databases and Software Engineering
Jiawei Han
1992 A* conf
Knowledge Discovery in Databases: An Attribute-Oriented Approach.
VLDB
Jiawei Han, Yandong Cai, Nick Cercone
1992 — conf
N-Queens Problem Revisited: A Deductive Database Approach.
Workshop on Deductive Databases, JICSLP
Jiawei Han, Tong Lu
1992 J jnl
On the Power of Query-Independent Compilation.
Int. J. Softw. Eng. Knowl. Eng.
Jiawei Han
1991 — ch.
Attribute-Oriented Induction in Relational Databases.
Knowledge Discovery in Databases
Yandong Cai, Nick Cercone, Jiawei Han
1991 A* conf
Constraint-Based Reasoning in Deductive Databases.
ICDE
Jiawei Han
1991 — conf
Efficient Access Methods in Deductive and Object-Oriented Databases.
DOOD
Chee Chin Low, Hongjun Lu, Beng Chin Ooi, Jiawei Han
1991 C conf
Efficient Evaluation of Linear Recursions with Function Sysmbols in Deductive Databases.
ISMIS
Jiawei Han, Qiang Wang
1991 J jnl
Efficient Evaluation of Multiple Linear Recursions.
IEEE Trans. Software Eng.
Jiawei Han, Ling Liu
1991 J jnl
Evaluation of functional linear recursions: a compilation approach.
Inf. Syst.
Jiawei Han, Qiang Wang
1991 J jnl
Learning in relational databases: an attribute-oriented approach.
Comput. Intell.
Yandong Cai, Nick Cercone, Jiawei Han
1991 C conf
On the Power of Query-Independent Compilation.
ICCI
Jiawei Han
1990 A* conf
An Attribute-Oriented Approach for Learning Classification Rules from Relational Databases.
ICDE
Yandong Cai, Nick Cercone, Jiawei Han
1990 J jnl
From transitive closure recursions to single-chain recursions.
Inf. Syst.
Jiawei Han
1990 C conf
Path: An Approach to Incorporate List Processing in A Relational Database.
SEKE
W. S. Luk, Weining Zhang, Jiawei Han
1989 B conf
Asynchronous Chain Recursions.
DASFAA
Jiawei Han, Wenyu Lu
1989 J jnl
Asynchronous Chain Recursions.
IEEE Trans. Knowl. Data Eng.
Jiawei Han, Wenyu Lu
1989 J jnl
Compiling general linear recursions by variable connection graph analysis.
Comput. Intell.
Jiawei Han
1989 C conf
Derivation of Magic Sets by Compilation.
SEKE
Jiawei Han, Lawrence J. Henschen, Ning Zhuang
1989 J jnl
Multi-way counting method.
Inf. Syst.
Jiawei Han
1989 — conf
Processing Multiple Linear Recursions.
NACLP
Jiawei Han, Ling Liu
1989 — conf
The Level-Cycle Merging Method.
DOOD
Jiawei Han, Lawrence J. Henschen
1988 — conf
Classification of Recursive Formulas in Deductive Databases.
SIGMOD Conference
Cheong Youn, Lawrence J. Henschen, Jiawei Han
1988 — conf
One-Directional Recursive Formulas.
JCDKB
Cheong Youn, Lawrence J. Henschen, Jiawei Han
1988 — conf
Selection of Processing Strategies for Different Recursive Queries.
JCDKB
Jiawei Han
1988 A* conf
Semantic Query Optimization in Recursive Databases.
ICDE
Sanggoo Lee, Jiawei Han
1988 B conf
The Processing and Evaluation of Transitive Closure Queries.
EDBT
Jiawei Han, Ghassan Z. Qadah, Chinying Chaou
1988 C conf
What Kinds of Recursion Can Be Processed by Transitive Closure Strategies?
ISMIS
Jiawei Han, Wo-Shun Luk
1987 — conf
Handling Redundancy in the Processing of Recursive Database Queries.
SIGMOD Conference
Jiawei Han, Lawrence J. Henschen
1986 A* conf
Some Performance Results on Recursive Query Processing in Relational Database Systems.
ICDE
Jiawei Han, Hongjun Lu
1985 — conf
Knowledge-Directed Recursive Rule Compilation in Expert Database Systems.
CAIA
Jiawei Han, Larry Travis
1985 C conf
Using Expert Knowledge in Database-Oriented Problem Solving.
ICIS
Jiawei Han, Larry Travis