Jian Pei

628 papers A* 158A 33B 31C 3Misc 3Journal 301Unranked 66
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Comprehensive Survey on Data Augmentation.
IEEE Trans. Knowl. Data Eng.
Zaitian Wang, Pengfei Wang, Kunpeng Liu, Pengyang Wang, Yanjie Fu, Chang-Tien Lu, Charu C. Aggarwal, Jian Pei, Yuanchun Zhou
2026 J jnl
AgentOS: From Application Silos to a Natural Language-Driven Data Ecosystem.
CoRR
Rui Liu, Tao Zhe, Dongjie Wang, Zijun Yao, Kunpeng Liu, Yanjie Fu, Huan Liu, Jian Pei
2026 J jnl
Beyond the Needle's Illusion: Decoupled Evaluation of Evidence Access and Use under Semantic Interference at 326M-Token Scale.
CoRR
Tianwei Lin, Zuyi Zhou, Xinda Zhao, Chenke Wang, Xiaohong Li, Yu Chen, Chuanrui Hu, Jian Pei, Yafeng Deng
2026 J jnl
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey.
ACM Comput. Surv.
Chen Ling, Xujiang Zhao, Jiaying Lu, Chengyuan Deng, Can Zheng, Junxiang Wang, Tanmoy Chowdhury, Yun Li, Hejie Cui, Xuchao Zhang, Tianjiao Zhao, Amit Panalkar, Dhagash Mehta, Stefano Pasquali, Wei Cheng, Haoyu Wang, Yanchi Liu, Zhengzhang Chen, Haifeng Chen, Chris White, Quanquan Gu, Jian Pei, Carl Yang, Liang Zhao
2026 J jnl
EverMemBench: Benchmarking Long-Term Interactive Memory in Large Language Models.
CoRR
Chuanrui Hu, Tong Li, Xingze Gao, Hongda Chen, Yi Bai, Dannong Xu, Tianwei Lin, Xinda Zhao, Xiaohong Li, Yunyun Han, Jian Pei, Yafeng Deng
2026 J jnl
Local Shapley: Model-Induced Locality and Optimal Reuse in Data Valuation.
CoRR
Xuan Yang, Hsi-Wen Chen, Ming-Syan Chen, Jian Pei
2026 J jnl
Phase Transition for Budgeted Multi-Agent Synergy.
CoRR
Bang Liu, Linglong Kong, Jian Pei
2026 J jnl
Position: Agentic Evolution is the Path to Evolving LLMs.
CoRR
Minhua Lin, Hanqing Lu, Zhan Shi, Bing He, Rui Mao, Zhiwei Zhang, Zongyu Wu, Xianfeng Tang, Hui Liu, Zhenwei Dai, Xiang Zhang, Suhang Wang, Benoît Dumoulin, Jian Pei
2025 — conf
A Survey on Small Language Models in the Era of Large Language Models: Architecture, Capabilities, and Trustworthiness.
KDD (2)
Fali Wang, Minhua Lin, Yao Ma, Hui Liu, Qi He, Xianfeng Tang, Jiliang Tang, Jian Pei, Suhang Wang
2025 J jnl
A comprehensive survey on pretrained foundation models: a history from BERT to ChatGPT.
Int. J. Mach. Learn. Cybern.
Ce Zhou, Qian Li, Chen Li, Jun Yu, Yixin Liu, Guangjing Wang, Kai Zhang, Cheng Ji, Qiben Yan, Lifang He, Hao Peng, Jianxin Li, Jia Wu, Ziwei Liu, Pengtao Xie, Caiming Xiong, Jian Pei, Philip S. Yu, Lichao Sun
2025 — conf
AI4DE: The 1st International Workshop on AI for Data Editing.
KDD (2)
Yanjie Fu, Kunpeng Liu, Dongjie Wang, Xiangliang Zhang, Khalid K. Osman, Charu Aggarwal, Suzanne M. Shontz, Huan Liu, Jian Pei
2025 J jnl
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems.
CoRR
Bang Liu, Xinfeng Li, Jiayi Zhang, Jinlin Wang, Tanjin He, Sirui Hong, Hongzhang Liu, Shaokun Zhang, Kaitao Song, Kunlun Zhu, Yuheng Cheng, Suyuchen Wang, Xiaoqiang Wang, Yuyu Luo, Haibo Jin, Peiyan Zhang, Ollie Liu, Jiaqi Chen, Huan Zhang, Zhaoyang Yu, Haochen Shi, Boyan Li, Dekun Wu, Fengwei Teng, Xiaojun Jia, Jiawei Xu, Jinyu Xiang, Yizhang Lin, Tianming Liu, Tongliang Liu, Yu Su, Huan Sun, Glen Berseth, Jianyun Nie, Ian T. Foster, Logan T. Ward, Qingyun Wu, Yu Gu, Mingchen Zhuge, Xiangru Tang, Haohan Wang, Jiaxuan You, Chi Wang, Jian Pei, Qiang Yang, Xiaoliang Qi, Chenglin Wu
2025 J jnl
Autonomous Data Agents: A New Opportunity for Smart Data.
CoRR
Yanjie Fu, Dongjie Wang, Wangyang Ying, Xiangliang Zhang, Huan Liu, Jian Pei
2025 A* conf
CDA: Cost-Sensitive Data Acquisition for Incomplete Datasets.
ICDE
Kaiyu Li, Xiaohui Yu, Jian Pei
2025 J jnl
Cite Pretrain: Retrieval-Free Knowledge Attribution for Large Language Models.
CoRR
Yukun Huang, Sanxing Chen, Jian Pei, Manzil Zaheer, Bhuwan Dhingra
2025 J jnl
Computing Shapley Values for Dynamic Data.
IEEE Trans. Knowl. Data Eng.
Haocheng Xia, Jiayao Zhang, Qiheng Sun, Jinfei Liu, Kui Ren, Li Xiong, Jian Pei
2025 A* conf
Computing Shapley Values in Preference Queries.
ICDE
Jiayao Zhang, Chirong Zhang, Jian Pei, Xuan Luo, Jianliang Xu, Jinfei Liu
2025 J jnl
Counterfactual Explanation of Shapley Value in Data Coalitions.
CoRR
Michelle Si, Jian Pei
2025 — conf
Data and AI Markets in a Nutshell.
WWW (Companion Volume)
Jian Pei, Xiaohui Yu
2025 — conf
Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and Parameters.
AMAI@MICCAI
Mahmoud Alwakeel, Emory Buck, Jonathan G. Martin, Imran Aslam, Sudarshan Rajagopal, Jian Pei, Mihai V. Podgoreanu, Christopher J. Lindsell, An-Kwok Ian Wong
2025 J jnl
Finding Antagonistic Communities in Signed Uncertain Graphs.
IEEE Trans. Knowl. Data Eng.
Qiqi Zhang, Lingyang Chu, Zijin Zhao, Jian Pei
2025 J jnl
Finding Non-Redundant Simpson's Paradox from Multidimensional Data.
CoRR
Yi Yang, Jian Pei, Jun Yang, Jichun Xie
2025 J jnl
Generalizability of Large Language Model-Based Agents: A Comprehensive Survey.
CoRR
Minxing Zhang, Yi Yang, Roy Xie, Bhuwan Dhingra, Shuyan Zhou, Jian Pei
2025 J jnl
Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications.
CoRR
Guangxin Su, Hanchen Wang, Jianwei Wang, Wenjie Zhang, Ying Zhang, Jian Pei
2025 J jnl
NeurIDA: Dynamic Modeling for Effective In-Database Analytics.
CoRR
Lingze Zeng, Naili Xing, Shaofeng Cai, Peng Lu, Gang Chen, Jian Pei, Beng Chin Ooi
2025 J jnl
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective.
CoRR
Yue Huang, Chujie Gao, Siyuan Wu, Haoran Wang, Xiangqi Wang, Yujun Zhou, Yanbo Wang, Jiayi Ye, Jiawen Shi, Qihui Zhang, Yuan Li, Han Bao, Zhaoyi Liu, Tianrui Guan, Dongping Chen, Ruoxi Chen, Kehan Guo, Andy Zou, Bryan Hooi Kuen-Yew, Caiming Xiong, Elias Stengel-Eskin, Hongyang Zhang, Hongzhi Yin, Huan Zhang, Huaxiu Yao, Jaehong Yoon, Jieyu Zhang, Kai Shu, Kaijie Zhu, Ranjay Krishna, Swabha Swayamdipta, Taiwei Shi, Weijia Shi, Xiang Li, Yiwei Li, Yuexing Hao, Zhihao Jia, Zhize Li, Xiuying Chen, Zhengzhong Tu, Xiyang Hu, Tianyi Zhou, Jieyu Zhao, Lichao Sun, Furong Huang, Or Cohen Sasson, Prasanna Sattigeri, Anka Reuel, Max Lamparth, Yue Zhao, Nouha Dziri, Yu Su, Huan Sun, Heng Ji, Chaowei Xiao, Mohit Bansal, Nitesh V. Chawla, Jian Pei, Jianfeng Gao, Michael Backes, Philip S. Yu, Neil Zhenqiang Gong, Pin-Yu Chen, Bo Li, Xiangliang Zhang
2025 — ed.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, KDD 2025, Toronto ON, Canada, August 3-7, 2025
KDD (2)
Luiza Antonie, Jian Pei, Xiaohui Yu, Flavio Chierichetti, Hady W. Lauw, Yizhou Sun, Srinivasan Parthasarathy
2025 J jnl
Shapley Value Estimation based on Differential Matrix.
Proc. ACM Manag. Data
Junyuan Pang, Jian Pei, Haocheng Xia, Xiang Li, Jinfei Liu
2025 — conf
The 2nd Workshop on Large Language Models for E-Commerce.
KDD (2)
Haoyu Han, Fali Wang, Chen Luo, Hui Liu, Jing Huang, Zhen Li, Zhenwei Dai, Qi He, Yiwei Sun, Dawei Yin, Suhang Wang, Jiliang Tang, Jian Pei, Xianfeng Tang
2024 J jnl
A Comprehensive Survey on Data Augmentation.
CoRR
Zaitian Wang, Pengfei Wang, Kunpeng Liu, Pengyang Wang, Yanjie Fu, Chang-Tien Lu, Charu C. Aggarwal, Jian Pei, Yuanchun Zhou
2024 J jnl
A Survey on Data Markets.
CoRR
Jiayao Zhang, Yuran Bi, Mengye Cheng, Jinfei Liu, Kui Ren, Qiheng Sun, Yihang Wu, Yang Cao, Raul Castro Fernandez, Haifeng Xu, Ruoxi Jia, Yongchan Kwon, Jian Pei, Jiachen T. Wang, Haocheng Xia, Li Xiong, Xiaohui Yu, James Zou
2024 — ed.
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part I
PAKDD (1)
De-Nian Yang, Xing Xie, Vincent S. Tseng, Jian Pei, Jen-Wei Huang, Jerry Chun-Wei Lin
2024 — ed.
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part II
PAKDD (2)
De-Nian Yang, Xing Xie, Vincent S. Tseng, Jian Pei, Jen-Wei Huang, Jerry Chun-Wei Lin
2024 — ed.
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part III
PAKDD (3)
De-Nian Yang, Xing Xie, Vincent S. Tseng, Jian Pei, Jen-Wei Huang, Jerry Chun-Wei Lin
2024 — ed.
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part IV
PKDD (4)
De-Nian Yang, Xing Xie, Vincent S. Tseng, Jian Pei, Jen-Wei Huang, Jerry Chun-Wei Lin
2024 — ed.
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part V
PAKDD (5)
De-Nian Yang, Xing Xie, Vincent S. Tseng, Jian Pei, Jen-Wei Huang, Jerry Chun-Wei Lin
2024 — ed.
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part VI
PAKDD (6)
De-Nian Yang, Xing Xie, Vincent S. Tseng, Jian Pei, Jen-Wei Huang, Jerry Chun-Wei Lin
2024 J jnl
Anytime Neural Architecture Search on Tabular Data.
CoRR
Naili Xing, Shaofeng Cai, Zhaojing Luo, Beng Chin Ooi, Jian Pei
2024 — conf
Applications and Computation of the Shapley Value in Databases and Machine Learning.
SIGMOD Conference Companion
Xuan Luo, Jian Pei
2024 — ed.
Artificial Intelligence - Third CAAI International Conference, CICAI 2023, Fuzhou, China, July 22-23, 2023, Revised Selected Papers, Part I
CICAI (1)
Lu Fang, Jian Pei, Guangtao Zhai, Ruiping Wang
2024 — ed.
Artificial Intelligence - Third CAAI International Conference, CICAI 2023, Fuzhou, China, July 22-23, 2023, Revised Selected Papers, Part II
CICAI (2)
Lu Fang, Jian Pei, Guangtao Zhai, Ruiping Wang
2024 J jnl
Ask Questions With Double Hints: Visual Question Generation With Answer-Awareness and Region-Reference.
IEEE Trans. Pattern Anal. Mach. Intell.
Kai Shen, Lingfei Wu, Siliang Tang, Fangli Xu, Bo Long, Yueting Zhuang, Jian Pei
2024 J jnl
Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-reference.
CoRR
Kai Shen, Lingfei Wu, Siliang Tang, Fangli Xu, Bo Long, Yueting Zhuang, Jian Pei
2024 J jnl
Counterfactual Explanation of the Shapley Value in Data Coalitions.
Proc. VLDB Endow.
Michelle Si, Jian Pei
2024 J jnl
Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems.
Proc. VLDB Endow.
Naili Xing, Shaofeng Cai, Gang Chen, Zhaojing Luo, Beng Chin Ooi, Jian Pei
2024 — conf
EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models.
AMAI@MICCAI
João Matos, Jack Gallifant, Jian Pei, An-Kwok Ian Wong
2024 J jnl
EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models.
CoRR
João Matos, Jack Gallifant, Jian Pei, An-Kwok Ian Wong
2024 A* conf
Fair and Efficient Contribution Valuation for Vertical Federated Learning.
ICLR
Zhenan Fan, Huang Fang, Xinglu Wang, Zirui Zhou, Jian Pei, Michael P. Friedlander, Yong Zhang
2024 J jnl
FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently.
CoRR
Zicun Cong, Baoxu Shi, Shan Li, Jaewon Yang, Qi He, Jian Pei
2024 J jnl
FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently.
IEEE Trans. Knowl. Data Eng.
Zicun Cong, Baoxu Shi, Shan Li, Jaewon Yang, Qi He, Jian Pei
2024 J jnl
Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games.
Proc. ACM Manag. Data
Xuan Luo, Jian Pei, Cheng Xu, Wenjie Zhang, Jianliang Xu
2024 A* conf
Linear-Time Graph Neural Networks for Scalable Recommendations.
WWW
Jiahao Zhang, Rui Xue, Wenqi Fan, Xin Xu, Qing Li, Jian Pei, Xiaorui Liu
2024 J jnl
Linear-Time Graph Neural Networks for Scalable Recommendations.
CoRR
Jiahao Zhang, Rui Xue, Wenqi Fan, Xin Xu, Qing Li, Jian Pei, Xiaorui Liu
2024 J jnl
Multi-Interest Multi-Round Conversational Recommendation System with Fuzzy Feedback Based User Simulator.
Trans. Recomm. Syst.
Qi Shen, Lingfei Wu, Yiming Zhang, Yitong Pang, Zhihua Wei, Fangli Xu, Bo Long, Jian Pei
2024 J jnl
Optimization of Graph Clustering Inspired by Dynamic Belief Systems.
IEEE Trans. Knowl. Data Eng.
Huijia Li, Haobin Cao, Yuhao Feng, Xiaoyan Li, Jian Pei
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
Powering In-Database Dynamic Model Slicing for Structured Data Analytics.
CoRR
Lingze Zeng, Naili Xing, Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jian Pei, Yuncheng Wu
2024 J jnl
Powering In-Database Dynamic Model Slicing for Structured Data Analytics.
Proc. VLDB Endow.
Lingze Zeng, Naili Xing, Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jian Pei, Yuncheng Wu
2024 J jnl
Protecting Data Buyer Privacy in Data Markets.
CoRR
Minxing Zhang, Jian Pei
2024 J jnl
Protecting Data Buyer Privacy in Data Markets.
IEEE Internet Comput.
Minxing Zhang, Jian Pei
2024 A* conf
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods.
EMNLP
Roy Xie, Junlin Wang, Ruomin Huang, Minxing Zhang, Rong Ge, Jian Pei, Neil Gong, Bhuwan Dhingra
2024 J jnl
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods.
CoRR
Roy Xie, Junlin Wang, Ruomin Huang, Minxing Zhang, Rong Ge, Jian Pei, Neil Zhenqiang Gong, Bhuwan Dhingra
2024 J jnl
Representation learning of dynamic networks.
CoRR
Haixu Wang, Jiguo Cao, Jian Pei
2024 J jnl
Shapley Value Approximation Based on Complementary Contribution.
IEEE Trans. Knowl. Data Eng.
Qiheng Sun, Jiayao Zhang, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren
2024 A* conf
The Fourth International Workshop on Smart Data for Blockchain and Distributed Ledger (SDBD'24).
KDD
Feida Zhu, Jian Pei, Michael Zeller, Bingxue Zhang
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
Trustworthy Graph Neural Networks: Aspects, Methods, and Trends.
Proc. IEEE
He Zhang, Bang Wu, Xingliang Yuan, Shirui Pan, Hanghang Tong, Jian Pei
2023 J jnl
A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT.
CoRR
Ce Zhou, Qian Li, Chen Li, Jun Yu, Yixin Liu, Guangjing Wang, Kai Zhang, Cheng Ji, Qiben Yan, Lifang He, Hao Peng, Jianxin Li, Jia Wu, Ziwei Liu, Pengtao Xie, Caiming Xiong, Jian Pei, Philip S. Yu, Lichao Sun
2023 A* conf
A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension.
AAAI
Zenan Xu, Linjun Shou, Jian Pei, Ming Gong, Qinliang Su, Xiaojun Quan, Daxin Jiang
2023 J jnl
A Summary of ICDE 2022 Research Session Panels.
IEEE Data Eng. Bull.
Zhifeng Bao, Panagiotis Bouros, Reynold Cheng, Byron Choi, Anton Dignös, Wei Ding, Yixiang Fang, Boyang Han, Jilin Hu, Arijit Khan, Wenqing Lin, Xuemin Lin, Cheng Long, Nikos Mamoulis, Jian Pei, Matthias Renz, Shashi Shekhar, Jieming Shi, Eleni Tzirita Zacharatou, Sibo Wang, Xiao Wang, Xue Wang, Raymond Chi-Wing Wong, Da Yan, Xifeng Yan, Bin Yang, Dezhong Yao, Ce Zhang, Peilin Zhao, Rong Zhu
2023 — conf
Alleviating Over-smoothing for Unsupervised Sentence Representation.
ACL (1)
Nuo Chen, Linjun Shou, Jian Pei, Ming Gong, Bowen Cao, Jianhui Chang, Jia Li, Daxin Jiang
2023 J jnl
Alleviating Over-smoothing for Unsupervised Sentence Representation.
CoRR
Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Bowen Cao, Jianhui Chang, Daxin Jiang, Jia Li
2023 J jnl
Applications of Differential Privacy in Social Network Analysis: A Survey.
IEEE Trans. Knowl. Data Eng.
Honglu Jiang, Jian Pei, Dongxiao Yu, Jiguo Yu, Bei Gong, Xiuzhen Cheng
2023 J jnl
Bridge the Gap between Language models and Tabular Understanding.
CoRR
Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Chenyu You, Jianhui Chang, Daxin Jiang, Jia Li
2023 — conf
Clinical Assessment of Pneumocystosis with MIMIC Data.
BIBM
Huanfei Wang, Qian Zhu, Jian Pei
2023 J jnl
Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency.
CoRR
Zilin Xiao, Linjun Shou, Xingyao Zhang, Jie Wu, Ming Gong, Jian Pei, Daxin Jiang
2023 J jnl
Cost-Sensitive Learning for Medical Insurance Fraud Detection With Temporal Information.
IEEE Trans. Knowl. Data Eng.
Haolun Shi, Mohammad A. Tayebi, Jian Pei, Jiguo Cao
2023 J jnl
DP2-Pub: Differentially Private High-Dimensional Data Publication With Invariant Post Randomization.
IEEE Trans. Knowl. Data Eng.
Honglu Jiang, Haotian Yu, Xiuzhen Cheng, Jian Pei, Robert Pless, Jiguo Yu
2023 J jnl
Data and AI Model Markets: Opportunities for Data and Model Sharing, Discovery, and Integration.
Proc. VLDB Endow.
Jian Pei, Raul Castro Fernandez, Xiaohui Yu
2023 J jnl
Decentralized Composite Optimization in Stochastic Networks: A Dual Averaging Approach With Linear Convergence.
IEEE Trans. Autom. Control.
Changxin Liu, Zirui Zhou, Jian Pei, Yong Zhang, Yang Shi
2023 A* conf
Deep Learning on Graphs: Methods and Applications (DLG-KDD2023).
KDD
Lingfei Wu, Jian Pei, Jiliang Tang, Yinglong Xia, Xiaojie Guo
2023 A* conf
Disentangled Graph Social Recommendation.
ICDE
Lianghao Xia, Yizhen Shao, Chao Huang, Yong Xu, Huance Xu, Jian Pei
2023 J jnl
Disentangled Graph Social Recommendation.
CoRR
Lianghao Xia, Yizhen Shao, Chao Huang, Yong Xu, Huance Xu, Jian Pei
2023 A* conf
Dynamic Shapley Value Computation.
ICDE
Jiayao Zhang, Haocheng Xia, Qiheng Sun, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren
2023 J jnl
Efficient Sampling Approaches to Shapley Value Approximation.
Proc. ACM Manag. Data
Jiayao Zhang, Qiheng Sun, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren
2023 J jnl
Efficiently Cleaning Structured Event Logs: A Graph Repair Approach.
ACM Trans. Database Syst.
Ruihong Huang, Jianmin Wang, Shaoxu Song, Xuemin Lin, Xiaochen Zhu, Jian Pei
2023 J jnl
Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs.
IEEE Trans. Knowl. Data Eng.
Ziwei Zhang, Peng Cui, Jian Pei, Xin Wang, Wenwu Zhu
2023 — conf
Factual Observation Based Heterogeneity Learning for Counterfactual Prediction.
CLeaR
Hao Zou, Haotian Wang, Renzhe Xu, Bo Li, Jian Pei, Ye Jun Jian, Peng Cui
2023 J jnl
Fast Markov Clustering Algorithm Based on Belief Dynamics.
IEEE Trans. Cybern.
Huijia Li, Wenzhe Xu, Chenyang Qiu, Jian Pei
2023 J jnl
Graph Neural Networks for Natural Language Processing: A Survey.
Found. Trends Mach. Learn.
Lingfei Wu, Yu Chen, Kai Shen, Xiaojie Guo, Hanning Gao, Shucheng Li, Jian Pei, Bo Long
2023 A* conf
Graph Neural Networks: Foundation, Frontiers and Applications.
KDD
Lingfei Wu, Peng Cui, Jian Pei, Liang Zhao, Xiaojie Guo
2023 A* conf
Identify Event Causality with Knowledge and Analogy.
AAAI
Sifan Wu, Ruihui Zhao, Yefeng Zheng, Jian Pei, Bang Liu
2023 J jnl
Instructed Language Models with Retrievers Are Powerful Entity Linkers.
CoRR
Zilin Xiao, Ming Gong, Jie Wu, Xingyao Zhang, Linjun Shou, Jian Pei, Daxin Jiang
2023 J jnl
Knowledge-enhanced Neural Machine Reasoning: A Review.
CoRR
Tanmoy Chowdhury, Chen Ling, Xuchao Zhang, Xujiang Zhao, Guangji Bai, Jian Pei, Haifeng Chen, Liang Zhao
2023 A* conf
LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation.
ICML
Rui Xue, Haoyu Han, MohamadAli Torkamani, Jian Pei, Xiaorui Liu
2023 J jnl
LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation.
CoRR
Rui Xue, Haoyu Han, MohamadAli Torkamani, Jian Pei, Xiaorui Liu
2023 J jnl
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval.
CoRR
Houxing Ren, Linjun Shou, Jian Pei, Ning Wu, Ming Gong, Daxin Jiang
2023 J jnl
Multi-Behavior Sequential Recommendation With Temporal Graph Transformer.
IEEE Trans. Knowl. Data Eng.
Lianghao Xia, Chao Huang, Yong Xu, Jian Pei
2023 A* conf
Offline Policy Evaluation in Large Action Spaces via Outcome-Oriented Action Grouping.
WWW
Jie Peng, Hao Zou, Jiashuo Liu, Shaoming Li, Yibao Jiang, Jian Pei, Peng Cui
2023 J jnl
Permutation-Equivariant and Proximity-Aware Graph Neural Networks With Stochastic Message Passing.
IEEE Trans. Knowl. Data Eng.
Ziwei Zhang, Chenhao Niu, Peng Cui, Jian Pei, Bo Zhang, Wenwu Zhu
2023 — conf
Preface: The 2023 ACM SIGKDD Workshop on Causal Discovery, Prediction and Decision.
CDPD
Thuc Duy Le, Jiuyong Li, Robert Osazuwa Ness, Sofia Triantafillou, Shohei Shimizu, Peng Cui, Kun Kuang, Jian Pei, Fei Wang, Mattia Prosperi
2023 A conf
RUEL: Retrieval-Augmented User Representation with Edge Browser Logs for Sequential Recommendation.
CIKM
Ning Wu, Ming Gong, Linjun Shou, Jian Pei, Daxin Jiang
2023 J jnl
RUEL: Retrieval-Augmented User Representation with Edge Browser Logs for Sequential Recommendation.
CoRR
Ning Wu, Ming Gong, Linjun Shou, Jian Pei, Daxin Jiang
2023 A* conf
Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining.
KDD
Xidong Wu, Zhengmian Hu, Jian Pei, Heng Huang
2023 J jnl
Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining.
CoRR
Xidong Wu, Zhengmian Hu, Jian Pei, Heng Huang
2023 — conf
Structural Contrastive Pretraining for Cross-Lingual Comprehension.
ACL (Findings)
Nuo Chen, Linjun Shou, Tengtao Song, Ming Gong, Jian Pei, Jianhui Chang, Daxin Jiang, Jia Li
2023 — ed.
The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 07 August 2023, Long Beach, CA, USA
CDPD
Thuc Duy Le, Jiuyong Li, Robert Osazuwa Ness, Sofia Triantafillou, Shohei Shimizu, Peng Cui, Kun Kuang, Jian Pei, Fei Wang, Mattia Prosperi
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 — conf
Typos-aware Bottlenecked Pre-Training for Robust Dense Retrieval.
SIGIR-AP
Shengyao Zhuang, Linjun Shou, Jian Pei, Ming Gong, Houxing Ren, Guido Zuccon, Daxin Jiang
2023 J jnl
Typos-aware Bottlenecked Pre-Training for Robust Dense Retrieval.
CoRR
Shengyao Zhuang, Linjun Shou, Jian Pei, Ming Gong, Houxing Ren, Guido Zuccon, Daxin Jiang
2022 J jnl
A Survey on Data Pricing: From Economics to Data Science.
IEEE Trans. Knowl. Data Eng.
Jian Pei
2022 J jnl
Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization.
J. Mach. Learn. Res.
Feihu Huang, Shangqian Gao, Jian Pei, Heng Huang
2022 J jnl
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation.
CoRR
Shengyao Zhuang, Houxing Ren, Linjun Shou, Jian Pei, Ming Gong, Guido Zuccon, Daxin Jiang
2022 — conf
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling.
NAACL-HLT
Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Daxin Jiang
2022 J jnl
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling.
CoRR
Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Daxin Jiang
2022 — conf
Combining Unstructured Content and Knowledge Graphs into Recommendation Datasets.
KaRS@RecSys
Weizhe Lin, Linjun Shou, Ming Gong, Jian Pei, Zhilin Wang, Bill Byrne, Daxin Jiang
2022 A* conf
Communication-Efficient Robust Federated Learning with Noisy Labels.
KDD
Junyi Li, Jian Pei, Heng Huang
2022 J jnl
Communication-Efficient Robust Federated Learning with Noisy Labels.
CoRR
Junyi Li, Jian Pei, Heng Huang
2022 J jnl
Cosine Model Watermarking Against Ensemble Distillation.
CoRR
Laurent Charette, Lingyang Chu, Yizhou Chen, Jian Pei, Lanjun Wang, Yong Zhang
2022 A* conf
Cosine Model Watermarking against Ensemble Distillation.
AAAI
Laurent Charette, Lingyang Chu, Yizhou Chen, Jian Pei, Lanjun Wang, Yong Zhang
2022 J jnl
DP2-Pub: Differentially Private High-Dimensional Data Publication with Invariant Post Randomization.
CoRR
Honglu Jiang, Haotian Yu, Xiuzhen Cheng, Jian Pei, Robert Pless, Jiguo Yu
2022 J jnl
Data pricing in machine learning pipelines.
Knowl. Inf. Syst.
Zicun Cong, Xuan Luo, Jian Pei, Feida Zhu, Yong Zhang
2022 A* conf
Deep Learning on Graphs: Methods and Applications (DLG-KDD2022).
KDD
Lingfei Wu, Jian Pei, Jiliang Tang, Yinglong Xia, Xiaojie Guo
2022 J jnl
Distilling Causal Metaknowledge from Knowledge Graphs.
IEEE Data Eng. Bull.
Yuan Meng, Yancheng Dong, Shixuan Liu, Chaohao Yuan, Yue He, Jian Pei, Peng Cui
2022 J jnl
Fair and efficient contribution valuation for vertical federated learning.
CoRR
Zhenan Fan, Huang Fang, Zirui Zhou, Jian Pei, Michael P. Friedlander, Yong Zhang
2022 J jnl
Finding Multidimensional Simpson's Paradox.
SIGKDD Explor.
Jay Xu, Jian Pei, Zicun Cong
2022 A* conf
From Good to Best: Two-Stage Training for Cross-Lingual Machine Reading Comprehension.
AAAI
Nuo Chen, Linjun Shou, Ming Gong, Jian Pei
2022 A* conf
Graph Neural Networks: Foundation, Frontiers and Applications.
KDD
Lingfei Wu, Peng Cui, Jian Pei, Liang Zhao, Xiaojie Guo
2022 A conf
Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation.
WSDM
Yitong Pang, Lingfei Wu, Qi Shen, Yiming Zhang, Zhihua Wei, Fangli Xu, Ethan Chang, Bo Long, Jian Pei
2022 A* conf
Improving Fairness for Data Valuation in Horizontal Federated Learning.
ICDE
Zhenan Fan, Huang Fang, Zirui Zhou, Jian Pei, Michael P. Friedlander, Changxin Liu, Yong Zhang
2022 A* conf
Improving Social Network Embedding via New Second-Order Continuous Graph Neural Networks.
KDD
Yanfu Zhang, Shangqian Gao, Jian Pei, Heng Huang
2022 J jnl
Knowledge-Injected Federated Learning.
CoRR
Zhenan Fan, Zirui Zhou, Jian Pei, Michael P. Friedlander, Jiajie Hu, Chengliang Li, Yong Zhang
2022 A* conf
Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding.
EMNLP
Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Xianglin Zuo, Daxin Jiang
2022 — conf
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval.
EMNLP (Findings)
Houxing Ren, Linjun Shou, Jian Pei, Ning Wu, Ming Gong, Daxin Jiang
2022 J jnl
Membership Privacy Protection for Image Translation Models via Adversarial Knowledge Distillation.
CoRR
Saeed Ranjbar Alvar, Lanjun Wang, Jian Pei, Yong Zhang
2022 — conf
Mining Minority-Class Examples with Uncertainty Estimates.
MMM (1)
Gursimran Singh, Lingyang Chu, Lanjun Wang, Jian Pei, Qi Tian, Yong Zhang
2022 J jnl
Multi-Behavior Sequential Recommendation with Temporal Graph Transformer.
CoRR
Lianghao Xia, Chao Huang, Yong Xu, Jian Pei
2022 J jnl
Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding.
CoRR
Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Xianglin Zuo, Daxin Jiang
2022 A* conf
Multiple Choice Questions based Multi-Interest Policy Learning for Conversational Recommendation.
WWW
Yiming Zhang, Lingfei Wu, Qi Shen, Yitong Pang, Zhihua Wei, Fangli Xu, Bo Long, Jian Pei
2022 J jnl
On Shapley Value in Data Assemblage Under Independent Utility.
CoRR
Xuan Luo, Jian Pei, Zicun Cong, Cheng Xu
2022 J jnl
On Shapley Value in Data Assemblage Under Independent Utility.
Proc. VLDB Endow.
Xuan Luo, Jian Pei, Zicun Cong, Cheng Xu
2022 J jnl
Optimal Estimation of Low-Rank Factors via Feature Level Data Fusion of Multiplex Signal Systems.
IEEE Trans. Knowl. Data Eng.
Hui-Jia Li, Zhen Wang, Jie Cao, Jian Pei, Yong Shi
2022 J jnl
Revealing Unfair Models by Mining Interpretable Evidence.
CoRR
Mohit Bajaj, Lingyang Chu, Vittorio Romaniello, Gursimran Singh, Jian Pei, Zirui Zhou, Lanjun Wang, Yong Zhang
2022 A* conf
Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum.
NeurIPS
Nian Liu, Xiao Wang, Deyu Bo, Chuan Shi, Jian Pei
2022 J jnl
Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum.
CoRR
Nian Liu, Xiao Wang, Deyu Bo, Chuan Shi, Jian Pei
2022 A* conf
Robust Self-Supervised Structural Graph Neural Network for Social Network Prediction.
WWW
Yanfu Zhang, Hongchang Gao, Jian Pei, Heng Huang
2022 A* conf
Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction.
ICDE
Zhonghang Li, Chao Huang, Lianghao Xia, Yong Xu, Jian Pei
2022 J jnl
Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction.
CoRR
Zhonghang Li, Chao Huang, Lianghao Xia, Yong Xu, Jian Pei
2022 A* conf
Toward Unified Data and Algorithm Fairness via Adversarial Data Augmentation and Adaptive Model Fine-tuning.
ICDM
Yanfu Zhang, Runxue Bao, Jian Pei, Heng Huang
2022 — conf
Transformer-Empowered Content-Aware Collaborative Filtering.
KaRS@RecSys
Weizhe Lin, Linjun Shou, Ming Gong, Jian Pei, Zhilin Wang, Bill Byrne, Daxin Jiang
2022 J jnl
Transformer-Empowered Content-Aware Collaborative Filtering.
CoRR
Weizhe Lin, Linjun Shou, Ming Gong, Jian Pei, Zhilin Wang, Bill Byrne, Daxin Jiang
2022 A conf
TrustLOG: The First Workshop on Trustworthy Learning on Graphs.
CIKM
Jian Kang, Shuaicheng Zhang, Bo Li, Jingrui He, Jian Pei, Dawei Zhou
2022 J jnl
Trustworthy Graph Neural Networks: Aspects, Methods and Trends.
CoRR
He Zhang, Bang Wu, Xingliang Yuan, Shirui Pan, Hanghang Tong, Jian Pei
2022 J jnl
Two-Dimensional Functional Principal Component Analysis for Image Feature Extraction.
J. Comput. Graph. Stat.
Haolun Shi, Yuping Yang, Liangliang Wang, Da Ma, Mirza Faisal Beg, Jian Pei, Jiguo Cao
2022 A* conf
vChain+: Optimizing Verifiable Blockchain Boolean Range Queries.
ICDE
Haixin Wang, Cheng Xu, Ce Zhang, Jianliang Xu, Zhe Peng, Jian Pei
2021 J jnl
Achieving Model Fairness in Vertical Federated Learning.
CoRR
Changxin Liu, Zirui Zhou, Yang Shi, Jian Pei, Lingyang Chu, Yong Zhang
2021 A* conf
AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization.
KDD
Qingsong Zhang, Bin Gu, Cheng Deng, Songxiang Gu, Liefeng Bo, Jian Pei, Heng Huang
2021 J jnl
AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization.
CoRR
Qingsong Zhang, Bin Gu, Cheng Deng, Songxiang Gu, Liefeng Bo, Jian Pei, Heng Huang
2021 A* conf
Auto-Split: A General Framework of Collaborative Edge-Cloud AI.
KDD
Amin Banitalebi-Dehkordi, Naveen Vedula, Jian Pei, Fei Xia, Lanjun Wang, Yong Zhang
2021 J jnl
Auto-Split: A General Framework of Collaborative Edge-Cloud AI.
CoRR
Amin Banitalebi-Dehkordi, Naveen Vedula, Jian Pei, Fei Xia, Lanjun Wang, Yong Zhang
2021 A* conf
Automating Entity Matching Model Development.
ICDE
Pei Wang, Weiling Zheng, Jiannan Wang, Jian Pei
2021 A conf
CalibreNet: Calibration Networks for Multilingual Sequence Labeling.
WSDM
Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Daxin Jiang
2021 J jnl
Comprehensible Counterfactual Explanation on Kolmogorov-Smirnov Test.
Proc. VLDB Endow.
Zicun Cong, Lingyang Chu, Yu Yang, Jian Pei
2021 A* conf
Data Pricing and Data Asset Governance in the AI Era.
KDD
Jian Pei, Feida Zhu, Zicun Cong, Xuan Luo, Huiwen Liu, Xin Mu
2021 J jnl
Data Pricing in Machine Learning Pipelines.
CoRR
Zicun Cong, Xuan Luo, Jian Pei, Feida Zhu, Yong Zhang
2021 J jnl
Dealer: An End-to-End Model Marketplace with Differential Privacy.
Proc. VLDB Endow.
Jinfei Liu, Jian Lou, Junxu Liu, Li Xiong, Jian Pei, Jimeng Sun
2021 J jnl
Decentralized Composite Optimization in Stochastic Networks: A Dual Averaging Approach with Linear Convergence.
CoRR
Changxin Liu, Zirui Zhou, Jian Pei, Yong Zhang, Yang Shi
2021 J jnl
Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy.
Proc. VLDB Endow.
Jinfei Liu, Qiongqiong Lin, Jiayao Zhang, Kui Ren, Jian Lou, Junxu Liu, Li Xiong, Jian Pei, Jimeng Sun
2021 A* conf
Eclipse: Generalizing kNN and Skyline.
ICDE
Jinfei Liu, Li Xiong, Qiuchen Zhang, Jian Pei, Jun Luo
2021 J jnl
FedFair: Training Fair Models In Cross-Silo Federated Learning.
CoRR
Lingyang Chu, Lanjun Wang, Yanjie Dong, Jian Pei, Zirui Zhou, Yong Zhang
2021 A* conf
Finding Representative Interpretations on Convolutional Neural Networks.
ICCV
Peter Cho-Ho Lam, Lingyang Chu, Maxim Torgonskiy, Jian Pei, Yong Zhang, Lanjun Wang
2021 J jnl
Finding Representative Interpretations on Convolutional Neural Networks.
CoRR
Peter Cho-Ho Lam, Lingyang Chu, Maxim Torgonskiy, Jian Pei, Yong Zhang, Lanjun Wang
2021 J jnl
From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension.
CoRR
Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Daxin Jiang
2021 J jnl
Graph Neural Networks for Natural Language Processing: A Survey.
CoRR
Lingfei Wu, Yu Chen, Kai Shen, Xiaojie Guo, Hanning Gao, Shucheng Li, Jian Pei, Bo Long
2021 J jnl
Group-Based Skyline for Pareto Optimal Groups.
IEEE Trans. Knowl. Data Eng.
Jinfei Liu, Li Xiong, Jian Pei, Jun Luo, Haoyu Zhang, Wenhui Yu
2021 J jnl
Improving Fairness for Data Valuation in Federated Learning.
CoRR
Zhenan Fan, Huang Fang, Zirui Zhou, Jian Pei, Michael P. Friedlander, Changxin Liu, Yong Zhang
2021 J jnl
Influence Analysis in Evolving Networks: A Survey.
IEEE Trans. Knowl. Data Eng.
Yu Yang, Jian Pei
2021 A* conf
Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation.
AAAI
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo
2021 J jnl
Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation.
CoRR
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo
2021 A* conf
Language Scaling: Applications, Challenges and Approaches.
KDD
Linjun Shou, Ming Gong, Jian Pei, Xiubo Geng, Xingjie Zhou, Daxin Jiang
2021 — conf
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding.
EMNLP (1)
Yingmei Guo, Linjun Shou, Jian Pei, Ming Gong, Mingxing Xu, Zhiyong Wu, Daxin Jiang
2021 J jnl
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding.
CoRR
Yingmei Guo, Linjun Shou, Jian Pei, Ming Gong, Mingxing Xu, Zhiyong Wu, Daxin Jiang
2021 J jnl
Mining Minority-class Examples With Uncertainty Estimates.
CoRR
Gursimran Singh, Lingyang Chu, Lanjun Wang, Jian Pei, Qi Tian, Yong Zhang
2021 J jnl
Model Complexity of Deep Learning: A Survey.
CoRR
Xia Hu, Lingyang Chu, Jian Pei, Weiqing Liu, Jiang Bian
2021 J jnl
Model complexity of deep learning: a survey.
Knowl. Inf. Syst.
Xia Hu, Lingyang Chu, Jian Pei, Weiqing Liu, Jiang Bian
2021 — conf
Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning.
ACL/IJCNLP (Findings)
Yucheng Zhou, Xiubo Geng, Tao Shen, Jian Pei, Wenqiang Zhang, Daxin Jiang
2021 J jnl
Multi-Choice Questions based Multi-Interest Policy Learning for Conversational Recommendation.
CoRR
Yiming Zhang, Lingfei Wu, Qi Shen, Yitong Pang, Zhihua Wei, Fangli Xu, Bo Long, Jian Pei
2021 A* conf
Personalized Cross-Silo Federated Learning on Non-IID Data.
AAAI
Yutao Huang, Lingyang Chu, Zirui Zhou, Lanjun Wang, Jiangchuan Liu, Jian Pei, Yong Zhang
2021 — conf
Reasoning over Entity-Action-Location Graph for Procedural Text Understanding.
ACL/IJCNLP (1)
Hao Huang, Xiubo Geng, Jian Pei, Guodong Long, Daxin Jiang
2021 A* conf
Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition.
KDD
Shining Liang, Ming Gong, Jian Pei, Linjun Shou, Wanli Zuo, Xianglin Zuo, Daxin Jiang
2021 J jnl
Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition.
CoRR
Shining Liang, Ming Gong, Jian Pei, Linjun Shou, Wanli Zuo, Xianglin Zuo, Daxin Jiang
2021 A* conf
Reinforced Multi-Teacher Selection for Knowledge Distillation.
AAAI
Fei Yuan, Linjun Shou, Jian Pei, Wutao Lin, Ming Gong, Yan Fu, Daxin Jiang
2021 A* conf
Robust Counterfactual Explanations on Graph Neural Networks.
NeurIPS
Mohit Bajaj, Lingyang Chu, Zi Yu Xue, Jian Pei, Lanjun Wang, Peter Cho-Ho Lam, Yong Zhang
2021 J jnl
Robust Counterfactual Explanations on Graph Neural Networks.
CoRR
Mohit Bajaj, Lingyang Chu, Zi Yu Xue, Jian Pei, Lanjun Wang, Peter Cho-Ho Lam, Yong Zhang
2021 J jnl
Skyline Diagram: Efficient Space Partitioning for Skyline Queries.
IEEE Trans. Knowl. Data Eng.
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo, Yuzhang Guo, Shuaicheng Ma, Chenglin Fan
2021 J jnl
SlimChain: Scaling Blockchain Transactions through Off-Chain Storage and Parallel Processing.
Proc. VLDB Endow.
Cheng Xu, Ce Zhang, Jianliang Xu, Jian Pei
2021 A* conf
The Sixth International Workshop on Deep Learning on Graphs - Methods and Applications (DLG-KDD'21).
KDD
Lingfei Wu, Jiliang Tang, Yinglong Xia, Jian Pei, Xiaojie Guo
2021 A* conf
The Third International Workshop on Smart Data for Blockchain and Distributed Ledger (SDBD2021): Joint Workshop with SIGKDD 2021 Trust Day.
KDD
Feida Zhu, Jian Pei
2021 A* conf
Towards Fair Federated Learning.
KDD
Zirui Zhou, Lingyang Chu, Changxin Liu, Lanjun Wang, Jian Pei, Yong Zhang
2021 J jnl
Visually aware recommendation with aesthetic features.
VLDB J.
Wenhui Yu, Xiangnan He, Jian Pei, Xu Chen, Li Xiong, Jinfei Liu, Zheng Qin
2020 B conf
A Graph Representation of Semi-structured Data for Web Question Answering.
COLING
Xingyao Zhang, Linjun Shou, Jian Pei, Ming Gong, Lijie Wen, Daxin Jiang
2020 J jnl
A Graph Representation of Semi-structured Data for Web Question Answering.
CoRR
Xingyao Zhang, Linjun Shou, Jian Pei, Ming Gong, Lijie Wen, Daxin Jiang
2020 J jnl
A Survey on Data Pricing: from Economics to Data Science.
CoRR
Jian Pei
2020 A* conf
AM-GCN: Adaptive Multi-channel Graph Convolutional Networks.
KDD
Xiao Wang, Meiqi Zhu, Deyu Bo, Peng Cui, Chuan Shi, Jian Pei
2020 J jnl
AM-GCN: Adaptive Multi-channel Graph Convolutional Networks.
CoRR
Xiao Wang, Meiqi Zhu, Deyu Bo, Peng Cui, Chuan Shi, Jian Pei
2020 J jnl
Accelerated Zeroth-Order Momentum Methods from Mini to Minimax Optimization.
CoRR
Feihu Huang, Shangqian Gao, Jian Pei, Heng Huang
2020 J jnl
CalibreNet: Calibration Networks for Multilingual Sequence Labeling.
CoRR
Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Daxin Jiang
2020 J jnl
Comprehensible Counterfactual Interpretation on Kolmogorov-Smirnov Test.
CoRR
Zicun Cong, Lingyang Chu, Yu Yang, Jian Pei
2020 J jnl
Continuous Influence Maximization.
ACM Trans. Knowl. Discov. Data
Yu Yang, Xiangbo Mao, Jian Pei, Xiaofei He
2020 B conf
Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation.
COLING
Junhao Liu, Linjun Shou, Jian Pei, Ming Gong, Min Yang, Daxin Jiang
2020 J jnl
Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation.
CoRR
Junhao Liu, Linjun Shou, Jian Pei, Ming Gong, Min Yang, Daxin Jiang
2020 A* conf
Data Pricing - From Economics to Data Science.
KDD
Jian Pei
2020 J jnl
Differential Privacy and Its Applications in Social Network Analysis: A Survey.
CoRR
Honglu Jiang, Jian Pei, Dongxiao Yu, Jiguo Yu, Bei Gong, Xiuzhen Cheng
2020 A* conf
Discrete Model Compression With Resource Constraint for Deep Neural Networks.
CVPR
Shangqian Gao, Feihu Huang, Jian Pei, Heng Huang
2020 J jnl
Efficient Contour Computation of Group-Based Skyline.
IEEE Trans. Knowl. Data Eng.
Wenhui Yu, Jinfei Liu, Jian Pei, Li Xiong, Xu Chen, Zheng Qin
2020 J jnl
Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs.
CoRR
Ziwei Zhang, Peng Cui, Jian Pei, Xin Wang, Wenwu Zhu
2020 A* conf
Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution.
ICDE
Zicun Cong, Lingyang Chu, Lanjun Wang, Xia Hu, Jian Pei
2020 — conf
LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking.
CVPR Workshops
Guanghan Ning, Jian Pei, Heng Huang
2020 A* conf
Measuring Model Complexity of Neural Networks with Curve Activation Functions.
KDD
Xia Hu, Weiqing Liu, Jiang Bian, Jian Pei
2020 J jnl
Measuring Model Complexity of Neural Networks with Curve Activation Functions.
CoRR
Xia Hu, Weiqing Liu, Jiang Bian, Jian Pei
2020 A* conf
Mining Implicit Relevance Feedback from User Behavior for Web Question Answering.
KDD
Linjun Shou, Shining Bo, Feixiang Cheng, Ming Gong, Jian Pei, Daxin Jiang
2020 J jnl
Mining Implicit Relevance Feedback from User Behavior for Web Question Answering.
CoRR
Linjun Shou, Shining Bo, Feixiang Cheng, Ming Gong, Jian Pei, Daxin Jiang
2020 J jnl
Mining top-k sequential patterns in transaction database graphs.
World Wide Web
Mingtao Lei, Lingyang Chu, Zhefeng Wang, Jian Pei, Caifeng He, Xi Zhang, Binxing Fang
2020 A* conf
Momentum-Based Policy Gradient Methods.
ICML
Feihu Huang, Shangqian Gao, Jian Pei, Heng Huang
2020 J jnl
Momentum-Based Policy Gradient Methods.
CoRR
Feihu Huang, Shangqian Gao, Jian Pei, Heng Huang
2020 J jnl
On spatial keyword covering.
Knowl. Inf. Syst.
Dong-Wan Choi, Jian Pei, Xuemin Lin
2020 J jnl
Personalized Federated Learning: An Attentive Collaboration Approach.
CoRR
Yutao Huang, Lingyang Chu, Zirui Zhou, Lanjun Wang, Jiangchuan Liu, Jian Pei, Yong Zhang
2020 A* conf
Recent Advances on Graph Analytics and Its Applications in Healthcare.
KDD
Fei Wang, Peng Cui, Jian Pei, Yangqiu Song, Chengxi Zang
2020 J jnl
Reinforced Multi-Teacher Selection for Knowledge Distillation.
CoRR
Fei Yuan, Linjun Shou, Jian Pei, Wutao Lin, Ming Gong, Yan Fu, Daxin Jiang
2020 A* conf
Sinkhorn Regression.
IJCAI
Lei Luo, Jian Pei, Heng Huang
2020 J jnl
VLDB SI 2018 editorial.
VLDB J.
Sihem Amer-Yahia, Jian Pei
2019 J jnl
A Survey on Network Embedding.
IEEE Trans. Knowl. Data Eng.
Peng Cui, Xiao Wang, Jian Pei, Wenwu Zhu
2019 A* conf
AutoNE: Hyperparameter Optimization for Massive Network Embedding.
KDD
Ke Tu, Jianxin Ma, Peng Cui, Jian Pei, Wenwu Zhu
2019 J jnl
Classification with label noise: a Markov chain sampling framework.
Data Min. Knowl. Discov.
Zijin Zhao, Lingyang Chu, Dacheng Tao, Jian Pei
2019 A* conf
Conditional Random Field Enhanced Graph Convolutional Neural Networks.
KDD
Hongchang Gao, Jian Pei, Heng Huang
2019 A* conf
Demystifying Dropout.
ICML
Hongchang Gao, Jian Pei, Heng Huang
2019 — conf
Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features.
NAACL-HLT (2)
Wei Yang, Luchen Tan, Chunwei Lu, Anqi Cui, Han Li, Xi Chen, Kun Xiong, Muzi Wang, Ming Li, Jian Pei, Jimmy Lin
2019 J jnl
Eclipse: Generalizing kNN and Skyline.
CoRR
Jinfei Liu, Li Xiong, Qiuchen Zhang, Jian Pei, Jun Luo
2019 J jnl
Efficient Contour Computation of Group-based Skyline.
CoRR
Wenhui Yu, Jinfei Liu, Jian Pei, Li Xiong, Xu Chen, Zheng Qin
2019 J jnl
Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution.
CoRR
Zicun Cong, Lingyang Chu, Lanjun Wang, Xia Hu, Jian Pei
2019 J jnl
Finding Theme Communities from Database Networks.
Proc. VLDB Endow.
Lingyang Chu, Zhefeng Wang, Jian Pei, Yanyan Zhang, Yu Yang, Enhong Chen
2019 A* conf
Is There a Data Science and Engineering Brain Drain? If So, How Can We Rebalance Them?
ICDE
Jian Pei
2019 A* conf
Learning From Networks: Algorithms, Theory, and Applications.
KDD
Xiao Huang, Peng Cui, Yuxiao Dong, Jundong Li, Huan Liu, Jian Pei, Le Song, Jie Tang, Fei Wang, Hongxia Yang, Wenwu Zhu
2019 — conf
Mining Graphs and Networks: A 15-Year Journey.
BigMine@KDD
Jian Pei
2019 A* conf
Multi-Horizon Time Series Forecasting with Temporal Attention Learning.
KDD
Chenyou Fan, Yuze Zhang, Yi Pan, Xiaoyue Li, Chi Zhang, Rong Yuan, Di Wu, Wensheng Wang, Jian Pei, Heng Huang
2019 J jnl
Nonconvex Zeroth-Order Stochastic ADMM Methods with Lower Function Query Complexity.
CoRR
Feihu Huang, Shangqian Gao, Jian Pei, Heng Huang
2019 J jnl
Online Density Bursting Subgraph Detection from Temporal Graphs.
Proc. VLDB Endow.
Lingyang Chu, Yanyan Zhang, Yu Yang, Lanjun Wang, Jian Pei
2019 A conf
Practicing the Art of Data Science.
CIKM
Jian Pei
2019 A* conf
ProGAN: Network Embedding via Proximity Generative Adversarial Network.
KDD
Hongchang Gao, Jian Pei, Heng Huang
2019 J jnl
Secure and Efficient Skyline Queries on Encrypted Data.
IEEE Trans. Knowl. Data Eng.
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei
2019 J jnl
SimRank*: effective and scalable pairwise similarity search based on graph topology.
VLDB J.
Weiren Yu, Xuemin Lin, Wenjie Zhang, Jian Pei, Julie A. McCann
2019 A conf
SkyRec: Finding Pareto Optimal Groups.
CIKM
Jinfei Liu, Li Xiong, Jian Pei, Jun Luo, Haoyu Zhang, Si Zhang
2019 A* conf
Tackle Balancing Constraint for Incremental Semi-Supervised Support Vector Learning.
KDD
Shuyang Yu, Bin Gu, Kunpeng Ning, Haiyan Chen, Jian Pei, Heng Huang
2019 A conf
Tracking Top-k Influential Users with Relative Errors.
CIKM
Yu Yang, Zhefeng Wang, Tianyuan Jin, Jian Pei, Enhong Chen
2019 J jnl
Visually-aware Recommendation with Aesthetic Features.
CoRR
Wenhui Yu, Xiangnan He, Jian Pei, Xu Chen, Li Xiong, Jinfei Liu, Zheng Qin
2018 — conf
AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics.
SIGMOD Conference
Jinglin Peng, Dongxiang Zhang, Jiannan Wang, Jian Pei
2018 A* conf
Arbitrary-Order Proximity Preserved Network Embedding.
KDD
Ziwei Zhang, Peng Cui, Xiao Wang, Jian Pei, Xuanrong Yao, Wenwu Zhu
2018 — ch.
Association Rules.
Encyclopedia of Database Systems (2nd ed.)
Jian Pei
2018 J jnl
Cleaning Crowdsourced Labels Using Oracles For Statistical Classification.
Proc. VLDB Endow.
Mohamad Dolatshah, Mathew Teoh, Jiannan Wang, Jian Pei
2018 — ed.
Database Systems for Advanced Applications - 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part I
DASFAA (1)
Jian Pei, Yannis Manolopoulos, Shazia Sadiq, Jianxin Li
2018 — ed.
Database Systems for Advanced Applications - 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part II
DASFAA (2)
Jian Pei, Yannis Manolopoulos, Shazia Sadiq, Jianxin Li
2018 A* conf
Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution.
KDD
Lingyang Chu, Xia Hu, Juhua Hu, Lanjun Wang, Jian Pei
2018 J jnl
Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution.
CoRR
Lingyang Chu, Xia Hu, Juhua Hu, Lanjun Wang, Jian Pei
2018 A* conf
Finding Maximal Significant Linear Representation between Long Time Series.
ICDM
Jiaye Wu, Yang Wang, Peng Wang, Jian Pei, Wei Wang
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
High-Order Proximity Preserved Embedding for Dynamic Networks.
IEEE Trans. Knowl. Data Eng.
Dingyuan Zhu, Peng Cui, Ziwei Zhang, Jian Pei, Wenwu Zhu
2018 A* conf
Mining Density Contrast Subgraphs.
ICDE
Yu Yang, Lingyang Chu, Yanyan Zhang, Zhefeng Wang, Jian Pei, Enhong Chen
2018 J jnl
Mining Density Contrast Subgraphs.
CoRR
Yu Yang, Lingyang Chu, Yanyan Zhang, Zhefeng Wang, Jian Pei, Enhong Chen
2018 A* conf
Online Compact Convexified Factorization Machine.
WWW
Xiao Lin, Wenpeng Zhang, Min Zhang, Wenwu Zhu, Jian Pei, Peilin Zhao, Junzhou Huang
2018 J jnl
Secure and Efficient Skyline Queries on Encrypted Data.
CoRR
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei
2018 A* conf
Sketched Follow-The-Regularized-Leader for Online Factorization Machine.
KDD
Luo Luo, Wenpeng Zhang, Zhihua Zhang, Wenwu Zhu, Tong Zhang, Jian Pei
2018 J jnl
Skyline Diagram: Efficient Space Partitioning for Skyline Queries.
CoRR
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo, Yuzhang Guo, Shuaicheng Ma, Chenglin Fan
2018 A* conf
Skyline Diagram: Finding the Voronoi Counterpart for Skyline Queries.
ICDE
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo
2018 J jnl
Subspace multi-clustering: a review.
Knowl. Inf. Syst.
Juhua Hu, Jian Pei
2018 A* conf
TIMERS: Error-Bounded SVD Restart on Dynamic Networks.
AAAI
Ziwei Zhang, Peng Cui, Jian Pei, Xiao Wang, Wenwu Zhu
2018 J jnl
Tracking Top-K Influential Vertices in Dynamic Networks.
CoRR
Yu Yang, Zhefeng Wang, Tianyuan Jin, Jian Pei, Enhong Chen
2017 J jnl
A Survey on Network Embedding.
CoRR
Peng Cui, Xiao Wang, Jian Pei, Wenwu Zhu
2017 J jnl
Activity Maximization by Effective Information Diffusion in Social Networks.
IEEE Trans. Knowl. Data Eng.
Zhefeng Wang, Yu Yang, Jian Pei, Lingyang Chu, Enhong Chen
2017 A* conf
Community Preserving Network Embedding.
AAAI
Xiao Wang, Peng Cui, Jing Wang, Jian Pei, Wenwu Zhu, Shiqiang Yang
2017 J jnl
Editorial.
IEEE Trans. Knowl. Data Eng.
Jian Pei, Xuemin Lin
2017 J jnl
Efficient Mining of Regional Movement Patterns in Semantic Trajectories.
Proc. VLDB Endow.
Dong-Wan Choi, Jian Pei, Thomas Heinis
2017 J jnl
Finding Theme Communities from Database Networks: from Mining to Indexing and Query Answering.
CoRR
Lingyang Chu, Zhefeng Wang, Jian Pei, Yanyan Zhang, Yu Yang, Enhong Chen
2017 J jnl
Finding multiple stable clusterings.
Knowl. Inf. Syst.
Juhua Hu, Qi Qian, Jian Pei, Rong Jin, Shenghuo Zhu
2017 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2017 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2017 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2017 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2017 J jnl
Measuring in-network node similarity based on neighborhoods: a unified parametric approach.
Knowl. Inf. Syst.
Yu Yang, Jian Pei, Abdullah Al-Barakati
2017 J jnl
Multidimensional Business Benchmarking Analysis on Data Warehouses.
Int. J. Data Warehous. Min.
Akiko Campbell, Xiangbo Mao, Jian Pei, Abdullah Al-Barakati
2017 J jnl
Multidimensional benchmarking in data warehouses.
Intell. Data Anal.
Akiko Campbell, Xiangbo Mao, Jian Pei, Abdullah Al-Barakati
2017 J jnl
Preference-driven Similarity Join.
CoRR
Chuancong Gao, Jiannan Wang, Jian Pei, Rui Li, Yi Chang
2017 B conf
Preference-driven similarity join.
WI
Chuancong Gao, Jiannan Wang, Jian Pei, Rui Li, Yi Chang
2017 B conf
Principal Patern Mining on Graphs.
ASONAM
Chun-Yen Kuo, Mi-Yen Yeh, Jian Pei
2017 Misc conf
Schemaless Join for Result Set Preferences.
IRI
Chuancong Gao, Jian Pei, Jiannan Wang, Yi Chang
2017 A* conf
Secure Skyline Queries on Cloud Platform.
ICDE
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei
2017 J jnl
TIMERS: Error-Bounded SVD Restart on Dynamic Networks.
CoRR
Ziwei Zhang, Peng Cui, Jian Pei, Xiao Wang, Wenwu Zhu
2017 J jnl
Tracking Influential Individuals in Dynamic Networks.
IEEE Trans. Knowl. Data Eng.
Yu Yang, Zhefeng Wang, Jian Pei, Enhong Chen
2016 J jnl
Activity Maximization by Effective Information Diffusion in Social Networks.
CoRR
Zhefeng Wang, Yu Yang, Jian Pei, Enhong Chen
2016 A* conf
Asymmetric Transitivity Preserving Graph Embedding.
KDD
Mingdong Ou, Peng Cui, Jian Pei, Ziwei Zhang, Wenwu Zhu
2016 — conf
Continuous Influence Maximization: What Discounts Should We Offer to Social Network Users?
SIGMOD Conference
Yu Yang, Xiangbo Mao, Jian Pei, Xiaofei He
2016 J jnl
Continuous similarity search for evolving queries.
Knowl. Inf. Syst.
Xiaoning Xu, Chuancong Gao, Jian Pei, Ke Wang, Abdullah Al-Barakati
2016 J jnl
Discovering outlying aspects in large datasets.
Data Min. Knowl. Discov.
Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
2016 J jnl
EIC Editorial.
IEEE Trans. Knowl. Data Eng.
Jian Pei, Leman Akoglu, Hongrae Lee, Justin J. Levandoski, Xuelong Li, Rosa Meo, Carlos Ordonez, Jeff M. Phillips, Barbara Poblete, K. Selçuk Candan, Meng Wang, Ji-Rong Wen, Li Xiong, Wenjie Zhang
2016 J jnl
Efficient discovery of contrast subspaces for object explanation and characterization.
Knowl. Inf. Syst.
Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guozhu Dong, Xuan Vinh Nguyen, Akiko Campbell, Changjie Tang
2016 A* conf
Finding Gangs in War from Signed Networks.
KDD
Lingyang Chu, Zhefeng Wang, Jian Pei, Jiannan Wang, Zijin Zhao, Enhong Chen
2016 A* conf
Finding the minimum spatial keyword cover.
ICDE
Dong-Wan Choi, Jian Pei, Xuemin Lin
2016 J jnl
Online Visual Analytics of Text Streams.
IEEE Trans. Vis. Comput. Graph.
Shixia Liu, Jialun Yin, Xiting Wang, Weiwei Cui, Kelei Cao, Jian Pei
2016 J jnl
Preface.
Big Data Res.
Jian Pei, Guoliang Li, Hanghang Tong
2016 J jnl
Preface.
J. Comput. Sci. Technol.
Jian Pei
2016 J jnl
Scalable and Accurate Online Feature Selection for Big Data.
ACM Trans. Knowl. Discov. Data
Kui Yu, Xindong Wu, Wei Ding, Jian Pei
2016 J jnl
State of the Journal Editorial.
IEEE Trans. Knowl. Data Eng.
Jian Pei
2016 J jnl
Tracking Influential Nodes in Dynamic Networks.
CoRR
Yu Yang, Zhefeng Wang, Jian Pei, Enhong Chen
2016 B conf
Tradeoffs between density and size in extracting dense subgraphs: A unified framework.
ASONAM
Zhefeng Wang, Lingyang Chu, Jian Pei, Abdullah Al-Barakati, Enhong Chen
2016 A conf
Urban Traffic Prediction through the Second Use of Inexpensive Big Data from Buildings.
CIKM
Zimu Zheng, Dan Wang, Jian Pei, Yi Yuan, Cheng Fan, Linda Fu Xiao
2016 J jnl
Using Computer Intelligence for Depression Diagnosis and Crowdsourcing.
Computer
Björn W. Schuller, Jian Pei
2016 A* conf
When Social Influence Meets Item Inference.
KDD
Hui-Ju Hung, Hong-Han Shuai, De-Nian Yang, Liang-Hao Huang, Wang-Chien Lee, Jian Pei, Ming-Syan Chen
2015 J jnl
ALID: Scalable Dominant Cluster Detection.
Proc. VLDB Endow.
Lingyang Chu, Shuhui Wang, Siyuan Liu, Qingming Huang, Jian Pei
2015 A* conf
COSNET: Connecting Heterogeneous Social Networks with Local and Global Consistency.
KDD
Yutao Zhang, Jie Tang, Zhilin Yang, Jian Pei, Philip S. Yu
2015 J jnl
Classification with Streaming Features: An Emerging-Pattern Mining Approach.
ACM Trans. Knowl. Discov. Data
Kui Yu, Wei Ding, Dan A. Simovici, Hao Wang, Jian Pei, Xindong Wu
2015 A* conf
Cleaning structured event logs: A graph repair approach.
ICDE
Jianmin Wang, Shaoxu Song, Xuemin Lin, Xiaochen Zhu, Jian Pei
2015 J jnl
Editorial.
IEEE Trans. Knowl. Data Eng.
Jian Pei
2015 B conf
Efficiently Computing Top-K Shortest Path Join.
EDBT
Lijun Chang, Xuemin Lin, Lu Qin, Jeffrey Xu Yu, Jian Pei
2015 A* conf
Finding Multiple Stable Clusterings.
ICDM
Juhua Hu, Qi Qian, Jian Pei, Rong Jin, Shenghuo Zhu
2015 J jnl
Finding Pareto Optimal Groups: Group-based Skyline.
Proc. VLDB Endow.
Jinfei Liu, Li Xiong, Jian Pei, Jun Luo, Haoyu Zhang
2015 J jnl
In-Network Neighborhood-Based Node Similarity Measure: A Unified Parametric Model.
CoRR
Yu Yang, Jian Pei
2015 B conf
Mining Frequent Co-occurrence Patterns across Multiple Data Streams.
EDBT
Ziqiang Yu, Xiaohui Yu, Yang Liu, WenZhu Li, Jian Pei
2015 J jnl
Mining multidimensional contextual outliers from categorical relational data.
Intell. Data Anal.
Guanting Tang, Jian Pei, James Bailey, Guozhu Dong
2015 J jnl
Mining outlying aspects on numeric data.
Data Min. Knowl. Discov.
Lei Duan, Guanting Tang, Jian Pei, James Bailey, Akiko Campbell, Changjie Tang
2015 J jnl
Online Visual Analytics of Text Streams.
CoRR
Shixia Liu, Jialun Yin, Xiting Wang, Weiwei Cui, Kelei Cao, Jian Pei
2015 J jnl
Preface.
J. Comput. Sci. Technol.
Jian Pei
2015 B ed.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015, Paris, France, August 25 - 28, 2015
ASONAM
Jian Pei, Fabrizio Silvestri, Jie Tang
2015 J jnl
Proximity-Aware Local-Recoding Anonymization with MapReduce for Scalable Big Data Privacy Preservation in Cloud.
IEEE Trans. Computers
Xuyun Zhang, Wan-Chun Dou, Jian Pei, Surya Nepal, Chi Yang, Chang Liu, Jinjun Chen
2015 — conf
Reliable Early Classification on Multivariate Time Series with Numerical and Categorical Attributes.
PAKDD (1)
Yu-Feng Lin, Hsuan-Hsu Chen, Vincent S. Tseng, Jian Pei
2015 — conf
Scalable Outlying-Inlying Aspects Discovery via Feature Ranking.
PAKDD (2)
Xuan Vinh Nguyen, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
2015 J jnl
Scalable and Accurate Online Feature Selection for Big Data.
CoRR
Kui Yu, Xindong Wu, Wei Ding, Jian Pei
2015 J jnl
State of the Journal Editorial.
IEEE Trans. Knowl. Data Eng.
Jian Pei
2015 A* conf
Tornado Forecasting with Multiple Markov Boundaries.
KDD
Kui Yu, Dawei Wang, Wei Ding, Jian Pei, David L. Small, Shafiqul Islam, Xindong Wu
2014 — ed.
2014 IEEE International Conference on Big Data (IEEE BigData 2014), Washington, DC, USA, October 27-30, 2014
IEEE BigData
Jimmy Lin, Jian Pei, Xiaohua Hu, Wo Chang, Raghunath Nambiar, Charu C. Aggarwal, Nick Cercone, Vasant G. Honavar, Jun Huan, Bamshad Mobasher, Saumyadipta Pyne
2014 — ed.
2014 IEEE International Conference on Data Mining Workshops, ICDM Workshops 2014, Shenzhen, China, December 14, 2014
ICDM Workshops
Zhi-Hua Zhou, Wei Wang, Ravi Kumar, Hannu Toivonen, Jian Pei, Joshua Zhexue Huang, Xindong Wu
2014 A* ed.
2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014
ICDM
Ravi Kumar, Hannu Toivonen, Jian Pei, Joshua Zhexue Huang, Xindong Wu
2014 J jnl
A spatiotemporal compression based approach for efficient big data processing on Cloud.
J. Comput. Syst. Sci.
Chi Yang, Xuyun Zhang, Changmin Zhong, Chang Liu, Jian Pei, Kotagiri Ramamohanarao, Jinjun Chen
2014 J jnl
ALID: Scalable Dominant Cluster Detection.
CoRR
Lingyang Chu, Shuhui Wang, Siyuan Liu, Qingming Huang, Jian Pei
2014 A conf
An Appliance-Driven Approach to Detection of Corrupted Load Curve Data.
CIKM
Guoming Tang, Kui Wu, Jian Pei, Jiuyang Tang, Jingsheng Lei
2014 — conf
An Iterative Fusion Approach to Graph-Based Semi-Supervised Learning from Multiple Views.
PAKDD (2)
Yang Wang, Jian Pei, Xuemin Lin, Qing Zhang, Wenjie Zhang
2014 J jnl
Consensus-Based Ranking of Multivalued Objects: A Generalized Borda Count Approach.
IEEE Trans. Knowl. Data Eng.
Ying Zhang, Wenjie Zhang, Jian Pei, Xuemin Lin, Qianlu Lin, Aiping Li
2014 A* conf
Distance metric learning using dropout: a structured regularization approach.
KDD
Qi Qian, Juhua Hu, Rong Jin, Jian Pei, Shenghuo Zhu
2014 B conf
Do neighbor buddies make a difference in reblog likelihood? An analysis on SINA Weibo data.
ASONAM
Lumin Zhang, Jian Pei, Yan Jia, Bin Zhou, Xiang Wang
2014 J jnl
EIC Editorial.
IEEE Trans. Knowl. Data Eng.
Jian Pei
2014 J jnl
Editorial [State of the Transactions].
IEEE Trans. Knowl. Data Eng.
Jian Pei
2014 A conf
Efficient Matching of Substrings in Uncertain Sequences.
SDM
Yuxuan Li, James Bailey, Lars Kulik, Jian Pei
2014 J jnl
Email mining: tasks, common techniques, and tools.
Knowl. Inf. Syst.
Guanting Tang, Jian Pei, Wo-Shun Luk
2014 A conf
How Can I Index My Thousands of Photos Effectively and Automatically? An Unsupervised Feature Selection Approach.
SDM
Juhua Hu, Jian Pei, Jie Tang
2014 J jnl
Malicious URL detection by dynamically mining patterns without pre-defined elements.
World Wide Web
Da Huang, Kai Xu, Jian Pei
2014 J jnl
Managing Data-Intensive Applications in the Cloud.
Computer
Jian Pei
2014 — conf
Mining Contrast Subspaces.
PAKDD (1)
Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guozhu Dong, Akiko Campbell, Changjie Tang
2014 J jnl
Mining most frequently changing component in evolving graphs.
World Wide Web
Yajun Yang, Jeffrey Xu Yu, Hong Gao, Jian Pei, Jianzhong Li
2014 — ch.
Pattern-Growth Methods.
Frequent Pattern Mining
Jiawei Han, Jian Pei
2014 A* conf
SNOC: Streaming Network Node Classification.
ICDM
Ting Guo, Xingquan Zhu, Jian Pei, Chengqi Zhang
2014 C conf
Shortest Unique Queries on Strings.
SPIRE
Xiaocheng Hu, Jian Pei, Yufei Tao
2014 — conf
Structure-Aware Distance Measures for Comparing Clusterings in Graphs.
PAKDD (1)
Jeffrey Chan, Xuan Vinh Nguyen, Wei Liu, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
2014 A* conf
Towards Scalable and Accurate Online Feature Selection for Big Data.
ICDM
Kui Yu, Xindong Wu, Wei Ding, Jian Pei
2014 A conf
Within-Network Classification Using Radius-Constrained Neighborhood Patterns.
CIKM
Jialong Han, Ji-Rong Wen, Jian Pei
2013 A ed.
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013
CIKM
Qi He, Arun Iyengar, Wolfgang Nejdl, Jian Pei, Rajeev Rastogi
2013 J jnl
A Data-adaptive and Dynamic Segmentation Index for Whole Matching on Time Series.
Proc. VLDB Endow.
Yang Wang, Peng Wang, Jian Pei, Wei Wang, Sheng Huang
2013 J jnl
A vlHMM approach to context-aware search.
ACM Trans. Web
Zhen Liao, Daxin Jiang, Jian Pei, Yalou Huang, Enhong Chen, Huanhuan Cao, Hang Li
2013 — ed.
Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part I
PAKDD (1)
Jian Pei, Vincent S. Tseng, Longbing Cao, Hiroshi Motoda, Guandong Xu
2013 — ed.
Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part II
PAKDD (2)
Jian Pei, Vincent S. Tseng, Longbing Cao, Hiroshi Motoda, Guandong Xu
2013 J jnl
Clustering Uncertain Data Based on Probability Distribution Similarity.
IEEE Trans. Knowl. Data Eng.
Bin Jiang, Jian Pei, Yufei Tao, Xuemin Lin
2013 J jnl
Editorial [2012 & 2013 Associate Editors].
IEEE Trans. Knowl. Data Eng.
Jian Pei
2013 J jnl
Finding email correspondents in online social networks.
World Wide Web
Yi Cui, Jian Pei, Guanting Tang, Wo-Shun Luk, Daxin Jiang, Ming Hua
2013 J jnl
Introduction to the Special Issue ACM SIGKDD 2012.
ACM Trans. Knowl. Discov. Data
Deepak Agarwal, Rich Caruana, Jian Pei, Ke Wang
2013 J jnl
Is My Electricity Bill Accurate? A Model-Driven Approach to Corrupted Load Data Identification.
CoRR
Guoming Tang, Kui Wu, Jian Pei, Jiuyang Tang, Jingsheng Lei
2013 A* conf
Mining Probabilistic Frequent Spatio-Temporal Sequential Patterns with Gap Constraints from Uncertain Databases.
ICDM
Yuxuan Li, James Bailey, Lars Kulik, Jian Pei
2013 A* conf
Mining Statistically Significant Sequential Patterns.
ICDM
Cécile Low-Kam, Chedy Raïssi, Mehdi Kaytoue, Jian Pei
2013 B conf
Mining multidimensional contextual outliers from categorical relational data.
SSDBM
Guanting Tang, James Bailey, Jian Pei, Guozhu Dong
2013 J jnl
Mining search and browse logs for web search: A Survey.
ACM Trans. Intell. Syst. Technol.
Daxin Jiang, Jian Pei, Hang Li
2013 J jnl
More is Simpler: Effectively and Efficiently Assessing Node-Pair Similarities Based on Hyperlinks.
Proc. VLDB Endow.
Weiren Yu, Xuemin Lin, Wenjie Zhang, Lijun Chang, Jian Pei
2013 A* conf
On shortest unique substring queries.
ICDE
Jian Pei, Wush Chi-Hsuan Wu, Mi-Yen Yeh
2013 A* conf
Parallel field alignment for cross media retrieval.
ACM Multimedia
Xiangbo Mao, Binbin Lin, Deng Cai, Xiaofei He, Jian Pei
2013 A* conf
Price Information Patterns in Web Search Advertising: An Empirical Case Study on Accommodation Industry.
ICDM
Guanting Tang, Yupin Yang, Jian Pei
2013 J jnl
Recommendations for two-way selections using skyline view queries.
Knowl. Inf. Syst.
Jian Chen, Jin Huang, Bin Jiang, Jian Pei, Jian Yin
2013 J jnl
Skyline distance: a measure of multidimensional competence.
Knowl. Inf. Syst.
Jin Huang, Bin Jiang, Jian Pei, Jian Chen, Yong Tang
2013 — conf
Some New Progress in Analyzing and Mining Uncertain and Probabilistic Data for Big Data Analytics.
RSFDGrC
Jian Pei
2013 A* conf
Towards Cohesive Anomaly Mining.
AAAI
Yun Xiong, Yangyong Zhu, Philip S. Yu, Jian Pei
2013 — ed.
Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers
PAKDD Workshops
Jiuyong Li, Longbing Cao, Can Wang, Kay Chen Tan, Bo Liu, Jian Pei, Vincent S. Tseng
2013 J jnl
What distinguish one from its peers in social networks?
Data Min. Knowl. Discov.
Yi-Chen Lo, Jhao-Yin Li, Mi-Yen Yeh, Shou-De Lin, Jian Pei
2012 A conf
A practical method for estimating performance degradation on multicore processors, and its application to HPC workloads.
SC
Tyler Dwyer, Alexandra Fedorova, Sergey Blagodurov, Mark Roth, Fabien Gaud, Jian Pei
2012 J jnl
Aggregate keyword search on large relational databases.
Knowl. Inf. Syst.
Bin Zhou, Jian Pei
2012 B conf
Aggregate queries on probabilistic record linkages.
EDBT
Ming Hua, Jian Pei
2012 J jnl
Clustering in applications with multiple data sources - A mutual subspace clustering approach.
Neurocomputing
Ming Hua, Jian Pei
2012 A* conf
Community Preserving Lossy Compression of Social Networks.
ICDM
Hossein Maserrat, Jian Pei
2012 J jnl
Early classification on time series.
Knowl. Inf. Syst.
Zhengzheng Xing, Jian Pei, Philip S. Yu
2012 J jnl
Efficient and Effective Aggregate Keyword Search on Relational Databases.
Int. J. Data Warehous. Min.
Luping Li, Stephen Petschulat, Guanting Tang, Jian Pei, Wo-Shun Luk
2012 J jnl
Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays.
IEEE Trans. Parallel Distributed Syst.
Yunhao Liu, Yiyang Zhao, Lei Chen, Jian Pei, Jinsong Han
2012 A* conf
Mining query subtopics from search log data.
SIGIR
Yunhua Hu, Ya-nan Qian, Hang Li, Daxin Jiang, Jian Pei, Qinghua Zheng
2012 J jnl
Multi-level relationship outlier detection.
Int. J. Bus. Intell. Data Min.
Qiang Jiang, Akiko Campbell, Guanting Tang, Jian Pei
2012 A conf
On compressing weighted time-evolving graphs.
CIKM
Wei Liu, Andrey Kan, Jeffrey Chan, James Bailey, Christopher Leckie, Jian Pei, Kotagiri Ramamohanarao
2012 J jnl
Probabilistic skylines on uncertain data: model and bounding-pruning-refining methods.
J. Intell. Inf. Syst.
Bin Jiang, Jian Pei, Xuemin Lin, Yidong Yuan
2012 A* conf
Random Error Reduction in Similarity Search on Time Series: A Statistical Approach.
ICDE
Wush Chi-Hsuan Wu, Mi-Yen Yeh, Jian Pei
2012 A* ed.
The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012
KDD
Qiang Yang, Deepak Agarwal, Jian Pei
2012 J jnl
Top-10 Data Mining Case Studies.
Int. J. Inf. Technol. Decis. Mak.
Gabor Melli, Xindong Wu, Paul Beinat, Francesco Bonchi, Longbing Cao, Rong Duan, Christos Faloutsos, Rayid Ghani, Brendan Kitts, Bart Goethals, Geoffrey J. McLachlan, Jian Pei, Ashok Srivastava, Osmar R. Zaïane
2011 — ed.
10th International Conference on Machine Learning and Applications and Workshops, ICMLA 2011, Honolulu, Hawaii, USA, December 18-21, 2011. Volume 1: Main Conference
ICMLA (1)
Xue-wen Chen, Tharam S. Dillon, Hisao Ishibuchi, Jian Pei, Haixun Wang, M. Arif Wani
2011 — ed.
10th International Conference on Machine Learning and Applications and Workshops, ICMLA 2011, Honolulu, Hawaii, USA, December 18-21, 2011. Volume 2: Special Sessions and Workshop
ICMLA (2)
Xue-wen Chen, Tharam S. Dillon, Hisao Ishibuchi, Jian Pei, Haixun Wang, M. Arif Wani
2011 A* ed.
11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011
ICDM
Diane J. Cook, Jian Pei, Wei Wang, Osmar R. Zaïane, Xindong Wu
2011 J jnl
Best papers from the Fifth International Conference on Advanced Data Mining and Applications (ADMA 2009).
Knowl. Inf. Syst.
Jian Pei, João Gama, Qiang Yang, Ronghuai Huang, Xue Li
2011 J jnl
Can the Utility of Anonymized Data be Used for Privacy Breaches?
ACM Trans. Knowl. Discov. Data
Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Ke Wang, Philip S. Yu, Jian Pei
2011 A conf
Citation recommendation without author supervision.
WSDM
Qi He, Daniel Kifer, Jian Pei, Prasenjit Mitra, C. Lee Giles
2011 — ed.
Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on, Vancouver, BC, Canada, December 11, 2011
ICDM Workshops
Myra Spiliopoulou, Haixun Wang, Diane J. Cook, Jian Pei, Wei Wang, Osmar R. Zaïane, Xindong Wu
2011 — book
Data Mining: Concepts and Techniques, 3rd edition
Jiawei Han, Micheline Kamber, Jian Pei
2011 — conf
Early Classification on Temporal Sequences.
EGC
Jian Pei
2011 A* conf
Enhancing web search by mining search and browse logs.
SIGIR
Daxin Jiang, Jian Pei, Hang Li
2011 A conf
Extracting Interpretable Features for Early Classification on Time Series.
SDM
Zhengzheng Xing, Jian Pei, Philip S. Yu, Ke Wang
2011 J jnl
Mining Concept Sequences from Large-Scale Search Logs for Context-Aware Query Suggestion.
ACM Trans. Intell. Syst. Technol.
Zhen Liao, Daxin Jiang, Enhong Chen, Jian Pei, Huanhuan Cao, Hang Li
2011 A conf
Multidimensional mining of large-scale search logs: a topic-concept cube approach.
WSDM
Dongyeop Kang, Daxin Jiang, Jian Pei, Zhen Liao, Xiaohui Sun, Ho-Jin Choi
2011 J jnl
On Pruning for Top-K Ranking in Uncertain Databases.
Proc. VLDB Endow.
Chonghai Wang, Li-Yan Yuan, Jia-Huai You, Osmar R. Zaïane, Jian Pei
2011 — conf
On k-skip shortest paths.
SIGMOD Conference
Yufei Tao, Cheng Sheng, Jian Pei
2011 A* conf
Outlier detection on uncertain data: Objects, instances, and inferences.
ICDE
Bin Jiang, Jian Pei
2011 — conf
Privacy-aware data management in information networks.
SIGMOD Conference
Michael Hay, Kun Liu, Gerome Miklau, Jian Pei, Evimaria Terzi
2011 J jnl
Publishing anonymous survey rating data.
Data Min. Knowl. Discov.
Xiaoxun Sun, Hua Wang, Jiuyong Li, Jian Pei
2011 — book
Ranking Queries on Uncertain Data
Ming Hua, Jian Pei
2011 J jnl
Ranking queries on uncertain data.
VLDB J.
Ming Hua, Jian Pei, Xuemin Lin
2011 J jnl
Ranking uncertain sky: The probabilistic top-k skyline operator.
Inf. Syst.
Ying Zhang, Wenjie Zhang, Xuemin Lin, Bin Jiang, Jian Pei
2011 J jnl
The
Knowl. Inf. Syst.
Bin Zhou, Jian Pei
2011 A* conf
Towards bounding sequential patterns.
KDD
Chedy Raïssi, Jian Pei
2010 J jnl
A binary decision diagram based approach for mining frequent subsequences.
Knowl. Inf. Syst.
Elsa Loekito, James Bailey, Jian Pei
2010 J jnl
A brief survey on sequence classification.
SIGKDD Explor.
Zhengzheng Xing, Jian Pei, Eamonn J. Keogh
2010 J jnl
Computing Closed Skycubes.
Proc. VLDB Endow.
Chedy Raïssi, Jian Pei, Thomas Kister
2010 A* conf
Context-aware citation recommendation.
WWW
Qi He, Jian Pei, Daniel Kifer, Prasenjit Mitra, C. Lee Giles
2010 A* conf
Context-aware ranking in web search.
SIGIR
Biao Xiang, Daxin Jiang, Jian Pei, Xiaohui Sun, Enhong Chen, Hang Li
2010 A* conf
Correlation hiding by independence masking.
ICDE
Yufei Tao, Jian Pei, Jiexing Li, Xiaokui Xiao, Ke Yi, Zhengzheng Xing
2010 J jnl
Document clustering of scientific texts using citation contexts.
Inf. Retr.
Bader Aljaber, Nicola Stokes, James Bailey, Jian Pei
2010 J jnl
Exploring Disease Association from the NHANES Data: Data Mining, Pattern Summarization, and Visual Analytics.
Int. J. Data Warehous. Min.
Zhengzheng Xing, Jian Pei
2010 J jnl
Hierarchical distributed data classification in wireless sensor networks.
Comput. Commun.
Xu Cheng, Ji Xu, Jian Pei, Jiangchuan Liu
2010 — conf
Logging every footstep: quantile summaries for the entire history.
SIGMOD Conference
Yufei Tao, Ke Yi, Cheng Sheng, Jian Pei, Feifei Li
2010 J jnl
Mining discriminative items in multiple data streams.
World Wide Web
Zhenhua Lin, Bin Jiang, Jian Pei, Daxin Jiang
2010 A* conf
Neighbor query friendly compression of social networks.
KDD
Hossein Maserrat, Jian Pei
2010 A* conf
Probabilistic Inference Protection on Anonymized Data.
ICDM
Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Ke Wang, Yabo Xu, Jian Pei, Philip S. Yu
2010 J jnl
Probabilistic Reverse Nearest Neighbor Queries on Uncertain Data.
IEEE Trans. Knowl. Data Eng.
Muhammad Aamir Cheema, Xuemin Lin, Wei Wang, Wenjie Zhang, Jian Pei
2010 B conf
Probabilistic path queries in road networks: traffic uncertainty aware path selection.
EDBT
Ming Hua, Jian Pei
2010 A* conf
Search and browse log mining for web information retrieval: challenges, methods, and applications.
SIGIR
Daxin Jiang, Jian Pei, Hang Li
2010 J jnl
Special issue on the best papers of SDM'10.
Stat. Anal. Data Min.
Bart Goethals, Jian Pei
2010 J jnl
Superseding Nearest Neighbor Search on Uncertain Spatial Databases.
IEEE Trans. Knowl. Data Eng.
Sze Man Yuen, Yufei Tao, Xiaokui Xiao, Jian Pei, Donghui Zhang
2010 J jnl
Threshold-based probabilistic top-
VLDB J.
Wenjie Zhang, Xuemin Lin, Ying Zhang, Jian Pei, Wei Wang
2010 J jnl
Towards Progressive and Load Balancing Distributed Computation: A Case Study on Skyline Analysis.
J. Comput. Sci. Technol.
Jin Huang, Feng Zhao, Jian Chen, Jian Pei, Jian Yin
2010 A* conf
Web search/browse log mining: challenges, methods, and applications.
WWW
Daxin Jiang, Jian Pei, Hang Li
2010 — ed.
Web-Age Information Management - WAIM 2010 International Workshops: IWGD 2010, XMLDM 2010, WCMT 2010, Jiuzhaigou Valley, China, July 15-17, 2010, Revised Selected Papers
WAIM Workshops
Heng Tao Shen, Jian Pei, M. Tamer Özsu, Lei Zou, Jiaheng Lu, Tok Wang Ling, Ge Yu, Yi Zhuang, Jie Shao
2009 C ed.
Advanced Data Mining and Applications, 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009. Proceedings
ADMA
Ronghuai Huang, Qiang Yang, Jian Pei, João Gama, Xiaofeng Meng, Xue Li
2009 — ed.
Advances in Data and Web Management, Joint International Conferences, APWeb/WAIM 2009, Suzhou, China, April 2-4, 2009, Proceedings
APWeb/WAIM
Qing Li, Ling Feng, Jian Pei, Xiaoyang Sean Wang, Xiaofang Zhou, Qiao-Ming Zhu
2009 J jnl
Anonymization with Worst-Case Distribution-Based Background Knowledge
CoRR
Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Ke Wang, Yabo Xu, Jian Pei, Philip S. Yu
2009 J jnl
Anonymization-based attacks in privacy-preserving data publishing.
ACM Trans. Database Syst.
Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Ke Wang, Jian Pei
2009 B conf
Answering aggregate keyword queries on relational databases using minimal group-bys.
EDBT
Bin Zhou, Jian Pei
2009 — ch.
Association Rules.
Encyclopedia of Database Systems
Jian Pei
2009 A* conf
Can we learn a template-independent wrapper for news article extraction from a single training site?
KDD
Junfeng Wang, Chun Chen, Can Wang, Jian Pei, Jiajun Bu, Ziyu Guan, Wei Vivian Zhang
2009 J jnl
Continuous K-Means Monitoring with Low Reporting Cost in Sensor Networks.
IEEE Trans. Knowl. Data Eng.
Ming Hua, Man Ki Lau, Jian Pei, Kui Wu
2009 B conf
Continuous privacy preserving publishing of data streams.
EDBT
Bin Zhou, Yi Han, Jian Pei, Bin Jiang, Yufei Tao, Yan Jia
2009 J jnl
Continuously monitoring top-
Distributed Parallel Databases
Ming Hua, Jian Pei
2009 — conf
Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative Patterns.
ECML/PKDD (2)
Yanchang Zhao, Huaifeng Zhang, Shanshan Wu, Jian Pei, Longbing Cao, Chengqi Zhang, Hans Bohlscheid
2009 A conf
Detecting topic evolution in scientific literature: how can citations help?
CIKM
Qi He, Bi Chen, Jian Pei, Baojun Qiu, Prasenjit Mitra, C. Lee Giles
2009 A* conf
Distance-Based Representative Skyline.
ICDE
Yufei Tao, Ling Ding, Xuemin Lin, Jian Pei
2009 A* conf
Early Prediction on Time Series: A Nearest Neighbor Approach.
IJCAI
Zhengzheng Xing, Jian Pei, Philip S. Yu
2009 B conf
Efficiently indexing shortest paths by exploiting symmetry in graphs.
EDBT
Yanghua Xiao, Wentao Wu, Jian Pei, Wei Wang, Zhenying He
2009 B conf
Hierarchical Distributed Data Classification in Wireless Sensor Networks.
MASS
Xu Cheng, Ji Xu, Jian Pei, Jiangchuan Liu
2009 J jnl
Link spam target detection using page farms.
ACM Trans. Knowl. Discov. Data
Bin Zhou, Jian Pei
2009 A conf
MAPO: Mining and Recommending API Usage Patterns.
ECOOP
Hao Zhong, Tao Xie, Lu Zhang, Jian Pei, Hong Mei
2009 J jnl
Mining frequent cross-graph quasi-cliques.
ACM Trans. Knowl. Discov. Data
Daxin Jiang, Jian Pei
2009 — conf
MobileMiner: a real world case study of data mining in mobile communication.
SIGMOD Conference
Tengjiao Wang, Bishan Yang, Jun Gao, Dongqing Yang, Shiwei Tang, Haoyu Wu, Kedong Liu, Jian Pei
2009 A* conf
News article extraction with template-independent wrapper.
WWW
Junfeng Wang, Xiaofei He, Can Wang, Jian Pei, Jiajun Bu, Chun Chen, Ziyu Guan, Gang Lu
2009 A* conf
OLAP on search logs: an infrastructure supporting data-driven applications in search engines.
KDD
Bin Zhou, Daxin Jiang, Jian Pei, Hang Li
2009 A* conf
Online Interval Skyline Queries on Time Series.
ICDE
Bin Jiang, Jian Pei
2009 J jnl
Online Skyline Analysis with Dynamic Preferences on Nominal Attributes.
IEEE Trans. Knowl. Data Eng.
Raymond Chi-Wing Wong, Jian Pei, Ada Wai-Chee Fu, Ke Wang
2009 J jnl
OrthoClusterDB: an online platform for synteny blocks.
BMC Bioinform.
Man-Ping Ng, Ismael A. Vergara, Christian Frech, Qingkang Chen, Xinghuo Zeng, Jian Pei, Nansheng Chen
2009 J jnl
PADS: a simple yet effective pattern-aware dynamic search method for fast maximal frequent pattern mining.
Knowl. Inf. Syst.
Xinghuo Zeng, Jian Pei, Ke Wang, Jinyan Li
2009 B conf
Personalizing entity detection and recommendation with a fusion of web log mining techniques.
EDBT
Kathleen Tsoukalas, Bin Zhou, Jian Pei, Davor Cubranic
2009 A* conf
Privacy Preserving Publishing on Multiple Quasi-identifiers.
ICDE
Jian Pei, Yufei Tao, Jiexing Li, Xiaokui Xiao
2009 — ed.
Proceedings of the 1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data, Paris, France, June 28, 2009
KDD Workshop on Knowledge Discovery from Uncertain Data
Jian Pei, Lise Getoor, Ander de Keijzer
2009 J jnl
Summary of the first ACM SIGKDD workshop on knowledge discovery from uncertain data (U'09).
SIGKDD Explor.
Jian Pei, Lise Getoor, Ander de Keijzer
2009 J jnl
Top-
VLDB J.
Ming Hua, Jian Pei, Ada Wai-Chee Fu, Xuemin Lin, Ho-fung Leung
2009 Misc conf
Towards Web Search Engine Scale Data Mining.
AusDM
Jian Pei
2009 A* conf
Towards context-aware search by learning a very large variable length hidden markov model from search logs.
WWW
Huanhuan Cao, Daxin Jiang, Jian Pei, Enhong Chen, Hang Li
2009 A conf
Understanding Importance of Collaborations in Co-authorship Networks: A Supportiveness Analysis Approach.
SDM
Yi Han, Bin Zhou, Jian Pei, Yan Jia
2008 A conf
A Spamicity Approach to Web Spam Detection.
SDM
Bin Zhou, Jian Pei, ZhaoHui Tang
2008 — ch.
A Survey of Utility-based Privacy-Preserving Data Transformation Methods.
Privacy-Preserving Data Mining
Ming Hua, Jian Pei
2008 J jnl
A brief survey on anonymization techniques for privacy preserving publishing of social network data.
SIGKDD Explor.
Bin Zhou, Jian Pei, Wo-Shun Luk
2008 J jnl
Advances in information and knowledge management.
SIGIR Forum
Aparna S. Varde, Jian Pei
2008 B conf
Anonymity for continuous data publishing.
EDBT
Benjamin C. M. Fung, Ke Wang, Ada Wai-Chee Fu, Jian Pei
2008 J jnl
Anonymization by Local Recoding in Data with Attribute Hierarchical Taxonomies.
IEEE Trans. Knowl. Data Eng.
Jiuyong Li, Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Jian Pei
2008 J jnl
Clustering by Pattern Similarity.
J. Comput. Sci. Technol.
Haixun Wang, Jian Pei
2008 A* conf
Context-aware query suggestion by mining click-through and session data.
KDD
Huanhuan Cao, Daxin Jiang, Jian Pei, Qi He, Zhen Liao, Enhong Chen, Hang Li
2008 A* conf
DiMaC: a disguised missing data cleaning tool.
KDD
Ming Hua, Jian Pei
2008 — conf
DiMaC: a system for cleaning disguised missing data.
SIGMOD Conference
Ming Hua, Jian Pei
2008 J jnl
Efficient skyline querying with variable user preferences on nominal attributes.
Proc. VLDB Endow.
Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Jian Pei, Yip Sing Ho, Tai Wong, Yubao Liu
2008 A* conf
Efficiently Answering Probabilistic Threshold Top-k Queries on Uncertain Data.
ICDE
Ming Hua, Jian Pei, Wenjie Zhang, Xuemin Lin
2008 J jnl
Fast and Quality-Guaranteed Data Streaming in Resource-Constrained Sensor Networks
CoRR
Emad Soroush, Kui Wu, Jian Pei
2008 B conf
Fast and quality-guaranteed data streaming in resource-constrained sensor networks.
MobiHoc
Emad Soroush, Kui Wu, Jian Pei
2008 — conf
Managing Uncertain Data: Probabilistic Approaches.
WAIM
Wenjie Zhang, Xuemin Lin, Jian Pei, Ying Zhang
2008 A conf
Mining Sequence Classifiers for Early Prediction.
SDM
Zhengzheng Xing, Jian Pei, Guozhu Dong, 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 B conf
OrthoCluster: a new tool for mining synteny blocks and applications in comparative genomics.
EDBT
Xinghuo Zeng, Matthew J. Nesbitt, Jian Pei, Ke Wang, Ismael A. Vergara, Nansheng Chen
2008 — conf
PLEDS: A Personalized Entity Detection System Based on Web Log Mining Techniques.
WAIM
Kathleen Tsoukalas, Bin Zhou, Jian Pei, Davor Cubranic
2008 A* conf
Preserving Privacy in Social Networks Against Neighborhood Attacks.
ICDE
Bin Zhou, Jian Pei
2008 — ch.
Privacy-Preserving Data Stream Classification.
Privacy-Preserving Data Mining
Yabo Xu, Ke Wang, Ada Wai-Chee Fu, Rong She, Jian Pei
2008 A* conf
Publishing Sensitive Transactions for Itemset Utility.
ICDM
Yabo Xu, Benjamin C. M. Fung, Ke Wang, Ada Wai-Chee Fu, Jian Pei
2008 — conf
Query answering techniques on uncertain and probabilistic data: tutorial summary.
SIGMOD Conference
Jian Pei, Ming Hua, Yufei Tao, Xuemin Lin
2008 — conf
Ranking queries on uncertain data: a probabilistic threshold approach.
SIGMOD Conference
Ming Hua, Jian Pei, Wenjie Zhang, Xuemin Lin
2007 — conf
(
APWeb/WAIM
Raymond Chi-Wing Wong, Yubao Liu, Jian Yin, Zhilan Huang, Ada Wai-Chee Fu, Jian Pei
2007 — conf
Active Rules Termination Analysis Through Conditional Formula Containing Updatable Variable.
APWeb/WAIM
Zhongmin Xiong, Wei Wang, Jian Pei
2007 J jnl
An Energy-Efficient Data Collection Framework for Wireless Sensor Networks by Exploiting Spatiotemporal Correlation.
IEEE Trans. Parallel Distributed Syst.
Chong Liu, Kui Wu, Jian Pei
2007 J jnl
Answering ad hoc aggregate queries from data streams using prefix aggregate trees.
Knowl. Inf. Syst.
Moonjung Cho, Jian Pei, Ke Wang
2007 A* conf
Cleaning disguised missing data: a heuristic approach.
KDD
Ming Hua, Jian Pei
2007 A* conf
Computing Compressed Multidimensional Skyline Cubes Efficiently.
ICDE
Jian Pei, Ada Wai-Chee Fu, Xuemin Lin, Haixun Wang
2007 J jnl
Constraint-based sequential pattern mining: the pattern-growth methods.
J. Intell. Inf. Syst.
Jian Pei, Jiawei Han, Wei Wang
2007 J jnl
Efficient Skyline Querying with Variable User Preferences on Nominal Attributes
CoRR
Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Jian Pei, Yip Sing Ho, Tai Wong, Yubao Liu
2007 J jnl
Efficient Skyline and Top-k Retrieval in Subspaces.
IEEE Trans. Knowl. Data Eng.
Yufei Tao, Xiaokui Xiao, Jian Pei
2007 A* conf
Efficiently Answering Top-k Typicality Queries on Large Databases.
VLDB
Ming Hua, Jian Pei, Ada Wai-Chee Fu, Xuemin Lin, Ho-fung Leung
2007 J jnl
Introduction to the special issue on data mining for health informatics.
SIGKDD Explor.
Raymond T. Ng, Jian Pei
2007 A conf
Ix-cubes: iceberg cubes for data warehousing and olap on xml data.
CIKM
Fianny Ming-fei Jiang, Jian Pei, Ada Wai-Chee Fu
2007 B conf
Maintaining K-Anonymity against Incremental Updates.
SSDBM
Jian Pei, Jian Xu, Zhibin Wang, Wei Wang, Ke Wang
2007 A* conf
Minimality Attack in Privacy Preserving Data Publishing.
VLDB
Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Ke Wang, Jian Pei
2007 — conf
Mining API patterns as partial orders from source code: from usage scenarios to specifications.
ESEC/SIGSOFT FSE
Mithun Acharya, Tao Xie, Jian Pei, Jun Xu
2007 A* conf
Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays.
PerCom
Yunhao Liu, Lei Chen, Jian Pei, Qiuxia Chen, Yiyang Zhao
2007 — conf
Mining Software Engineering Data.
ICSE Companion
Tao Xie, Jian Pei, Ahmed E. Hassan
2007 A* conf
Mining favorable facets.
KDD
Raymond Chi-Wing Wong, Jian Pei, Ada Wai-Chee Fu, Ke Wang
2007 J jnl
Mining gene-sample-time microarray data: a coherent gene cluster discovery approach.
Knowl. Inf. Syst.
Daxin Jiang, Jian Pei, Murali Ramanathan, Chuan Lin, Chun Tang, Aidong Zhang
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
Probabilistic Skylines on Uncertain Data.
VLDB
Jian Pei, Bin Jiang, Xuemin Lin, Yidong Yuan
2007 — ed.
Proceedings of the First Ph.D. Workshop in CIKM, PIKM 2007, Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 9, 2007
PIKM
Aparna S. Varde, Jian Pei
2007 — book
Sequence Data Mining
Guozhu Dong, Jian Pei
2007 A conf
Sketching Landscapes of Page Farms.
SDM
Bin Zhou, Jian Pei
2007 B conf
TS-Trees: A Non-Alterable Search Tree Index for Trustworthy Databases on Write-Once-Read-Many (WORM) Storage.
AINA
Jian Pei, Man Ki Mag Lau, Philip S. Yu
2007 A conf
WAT: Finding Top-K Discords in Time Series Database.
SDM
Yingyi Bu, Oscar Tat-Wing Leung, Ada Wai-Chee Fu, Eamonn J. Keogh, Jian Pei, Sam Meshkin
2006 B conf
Achieving
DaWaK
Jiuyong Li, Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Jian Pei
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 — conf
An effective approach to entity resolution problem using quasi-clique and its application to digital libraries.
JCDL
Byung-Won On, Ergin Elmacioglu, Dongwon Lee, Jaewoo Kang, Jian Pei
2006 A conf
Classification spanning correlated data streams.
CIKM
Yabo Xu, Ke Wang, Ada Wai-Chee Fu, Rong She, Jian Pei
2006 J jnl
Closed Constrained Gradient Mining in Retail Databases.
IEEE Trans. Knowl. Data Eng.
Jianyong Wang, Jiawei Han, Jian Pei
2006 J jnl
Discovering Frequent Closed Partial Orders from Strings.
IEEE Trans. Knowl. Data Eng.
Jian Pei, Haixun Wang, Jian Liu, Ke Wang, Jianyong Wang, Philip S. Yu
2006 B conf
Granularity Adaptive Density Estimation and on Demand Clustering of Concept-Drifting Data Streams.
DaWaK
Weiheng Zhu, Jian Pei, Jian Yin, Yihuang Xie
2006 A* conf
Improving Grouped-Entity Resolution Using Quasi-Cliques.
ICDM
Byung-Won On, Ergin Elmacioglu, Dongwon Lee, Jaewoo Kang, Jian Pei
2006 A conf
MAPO: mining API usages from open source repositories.
MSR
Tao Xie, Jian Pei
2006 A* conf
Minimum Description Length Principle: Generators Are Preferable to Closed Patterns.
AAAI
Jinyan Li, Haiquan Li, Limsoon Wong, Jian Pei, Guozhu Dong
2006 J jnl
Mining Co-Location Patterns with Rare Events from Spatial Data Sets.
GeoInformatica
Yan Huang, Jian Pei, Hui Xiong
2006 J jnl
Mining changing regions from access-constrained snapshots: a cluster-embedded decision tree approach.
J. Intell. Inf. Syst.
Irene Pekerskaya, Jian Pei, Ke Wang
2006 A* conf
On privacy preservation against adversarial data mining.
KDD
Charu C. Aggarwal, Jian Pei, Bo Zhang
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
SUBSKY: Efficient Computation of Skylines in Subspaces.
ICDE
Yufei Tao, Xiaokui Xiao, Jian Pei
2006 A* conf
Suppressing model overfitting in mining concept-drifting data streams.
KDD
Haixun Wang, Jian Yin, Jian Pei, Philip S. Yu, Jeffrey Xu Yu
2006 J jnl
Towards multidimensional subspace skyline analysis.
ACM Trans. Database Syst.
Jian Pei, Yidong Yuan, Xuemin Lin, Wen Jin, Martin Ester, Qing Liu, Wei Wang, Yufei Tao, Jeffrey Xu Yu, Qing Zhang
2006 A* conf
Using High Dimensional Indexes to Support Relevance Feedback Based Interactive Images Retrival.
VLDB
Junqi Zhang, Xiangdong Zhou, Wei Wang, Baile Shi, Jian Pei
2006 J jnl
Utility-based anonymization for privacy preservation with less information loss.
SIGKDD Explor.
Jian Xu, Wei Wang, Jian Pei, Xiaoyuan Wang, Baile Shi, Ada Wai-Chee Fu
2006 A* conf
Utility-based anonymization using local recoding.
KDD
Jian Xu, Wei Wang, Jian Pei, Xiaoyuan Wang, Baile Shi, Ada Wai-Chee Fu
2005 B conf
A General Approach to Mining Quality Pattern-Based Clusters from Microarray Data.
DASFAA
Daxin Jiang, Jian Pei, Aidong Zhang
2005 — conf
A Random Method for Quantifying Changing Distributions in Data Streams.
PKDD
Haixun Wang, Jian Pei
2005 — conf
A Stratification-Based Approach to Accurate and Fast Image Annotation.
WAIM
Jianye Ye, Xiangdong Zhou, Jian Pei, Lian Chen, Liang Zhang
2005 B conf
A dynamic clustering and scheduling approach to energy saving in data collection from wireless sensor networks.
SECON
Chong Liu, Kui Wu, Jian Pei
2005 J jnl
An Interactive Approach to Mining Gene Expression Data.
IEEE Trans. Knowl. Data Eng.
Daxin Jiang, Jian Pei, Aidong Zhang
2005 J jnl
Book Review on "Out of Their Minds: The Lives and Discoveries of 15 Great Computer Scientists".
J. Comput. Sci. Technol.
Jian Pei
2005 A* conf
Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces.
VLDB
Jian Pei, Wen Jin, Martin Ester, Yufei Tao
2005 A conf
Cross Table Cubing: Mining Iceberg Cubes from Data Warehouses.
SDM
Jian Pei, Moonjung Cho, David Wai-Lok Cheung
2005 A* conf
Efficiently Mining Frequent Closed Partial Orders.
ICDM
Jian Pei, Jian Liu, Haixun Wang, Ke Wang, Philip S. Yu, Jianyong Wang
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
Mining Cross-Graph Quasi-Cliques in Gene Expression and Protein Interaction Data.
ICDE
Jian Pei, Daxin Jiang, Aidong Zhang
2005 B conf
Mining Most General Multidimensional Summarization of Probably Groups in Data Warehouses.
SSDBM
Hui Yu, Jian Pei, Shiwei Tang, Dongqing Yang
2005 B conf
Mining Succinct Systems of Minimal Generators of Formal Concepts.
DASFAA
Guozhu Dong, Chunyu Jiang, Jian Pei, Jinyan Li, Limsoon Wong
2005 A* conf
On mining cross-graph quasi-cliques.
KDD
Jian Pei, Daxin Jiang, Aidong Zhang
2005 A* conf
Online Mining of Data Streams: Applications, Techniques and Progress.
ICDE
Haixun Wang, Jian Pei, Philip S. Yu
2005 A* conf
Pattern-based similarity search for microarray data.
KDD
Haixun Wang, Jian Pei, Philip S. Yu
2005 J jnl
Preference-Based Frequent Pattern Mining.
Int. J. Data Warehous. Min.
Moonjung Cho, Jian Pei, Haixun Wang, Wei Wang
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
2004 B conf
A Fast Algorithm for Subspace Clustering by Pattern Similarity.
SSDBM
Haixun Wang, Fang Chu, Wei Fan, Philip S. Yu, Jian Pei
2004 A* conf
A rank sum test method for informative gene discovery.
KDD
Lin Deng, Jian Pei, Jinwen Ma, Dik Lun Lee
2004 A* conf
Data Mining for Intrusion Detection: Techniques, Applications and Systems.
ICDE
Jian Pei, Shambhu J. Upadhyaya, Faisal Farooq, Venugopal Govindaraju
2004 — conf
Data Mining: The Next Generation.
Perspectives Workshop: Data Mining: The Next Generation
Raghu Ramakrishnan, Rakesh Agrawal, Johann-Christoph Freytag, Toni Bollinger, Christopher W. Clifton, Saso Dzeroski, Jochen Hipp, Daniel A. Keim, Stefan Kramer, Hans-Peter Kriegel, Ulf Leser, Bing Liu, Heikki Mannila, Rosa Meo, Shinichi Morishita, Raymond T. Ng, Jian Pei, Prabhakar Raghavan, Myra Spiliopoulou, Jaideep Srivastava, Vicenç Torra
2004 B conf
Efficient Pattern-Growth Methods for Frequent Tree Pattern Mining.
PAKDD
Chen Wang, Mingsheng Hong, Jian Pei, Haofeng Zhou, Wei Wang, Baile Shi
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 A* conf
GPX: Interactive Mining of Gene Expression Data.
VLDB
Daxin Jiang, Jian Pei, Aidong Zhang
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 A* conf
Mining coherent gene clusters from gene-sample-time microarray data.
KDD
Daxin Jiang, Jian Pei, Murali Ramanathan, Chun Tang, Aidong Zhang
2004 — conf
Preface to CoMWIM 2004.
ER (Workshops)
Dongqing Yang, Shiwei Tang, Jian Pei, Tengjiao Wang, Jun Gao
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 mining of large disk-based graph databases.
KDD
Chen Wang, Wei Wang, Jian Pei, Yongtai Zhu, Baile Shi
2003 A conf
A General Model for Online Analytical Processing of Complex Data.
ER
Jian Pei
2003 A conf
ApproxMAP: Approximate Mining of Consensus Sequential Patterns.
SDM
Hye-Chung Kum, Jian Pei, Wei Wang, Dean Duncan
2003 A* conf
CLOSET+: searching for the best strategies for mining frequent closed itemsets.
KDD
Jianyong Wang, Jiawei Han, Jian Pei
2003 C conf
DHC: A Density-Based Hierarchical Clustering Method for Time Series Gene Expression Dat.
BIBE
Daxin Jiang, Jian Pei, Aidong Zhang
2003 A* conf
Efficacious Data Cube Exploration by Semantic Summarization and Compression.
VLDB
Laks V. S. Lakshmanan, Jian Pei, Yan Zhao
2003 A* conf
Interactive exploration of coherent patterns in time-series gene expression data.
KDD
Daxin Jiang, Jian Pei, Aidong Zhang
2003 A* conf
MaPle: A Fast Algorithm for Maximal Pattern-based Clustering.
ICDM
Jian Pei, Xiaoling Zhang, Moonjung Cho, Haixun Wang, Philip S. Yu
2003 Misc conf
Mining Confident Colocation Rules without A Support Threshold.
SAC
Yan Huang, Hui Xiong, Shashi Shekhar, Jian Pei
2003 A* conf
Mining phenotypes and informative genes from gene expression data.
KDD
Chun Tang, Aidong Zhang, Jian Pei
2003 — conf
QC-Trees: An Efficient Summary Structure for Semantic OLAP.
SIGMOD Conference
Laks V. S. Lakshmanan, Jian Pei, Yan Zhao
2003 J jnl
Recent Progress on Selected Topics in Database Research - A Report by Nine Young Chinese Researchers Working in the United States.
J. Comput. Sci. Technol.
Zhiyuan Chen, Li Chen, Jian Pei, Yufei Tao, Haixun Wang, Wei Wang, Jiong Yang, Jun Yang, Donghui Zhang
2003 — conf
SOCQET: Semantic OLAP with Compressed Cube and Summarization.
SIGMOD Conference
Laks V. S. Lakshmanan, Jian Pei, Yan Zhao
2003 J jnl
Towards interactive exploration of gene expression patterns.
SIGKDD Explor.
Daxin Jiang, Jian Pei, Aidong Zhang
2002 — conf
COMMIX: towards effective web information extraction, integration and query answering.
SIGMOD Conference
Tengjiao Wang, Shiwei Tang, Dongqing Yang, Jun Gao, Yuqing Wu, Jian Pei
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 A conf
Mining sequential patterns with constraints in large databases.
CIKM
Jian Pei, Jiawei Han, Wei 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
Quotient Cube: How to Summarize the Semantics of a Data Cube.
VLDB
Laks V. S. Lakshmanan, Jian Pei, Jiawei Han
2001 A* conf
CMAR: Accurate and Efficient Classification Based on Multiple Class-Association Rules.
ICDM
Wenmin Li, Jiawei Han, Jian Pei
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
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 — conf
Scalable frequent-pattern mining methods: an overview.
KDD Tutorials
Jiawei Han, Laks V. S. Lakshmanan, Jian Pei
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 A* conf
Can we push more constraints into frequent pattern mining?
KDD
Jian Pei, 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 B conf
Mining Access Patterns Efficiently from Web Logs.
PAKDD
Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Hua Zhu
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 — conf
Towards Data Mining Benchmarking: A Testbed for Performance Study of Frequent Pattern Mining.
SIGMOD Conference
Jian Pei, Runying Mao, Kan Hu, Hua Zhu