Wei Fan

311 papers A* 93A 36B 10C 2Journal 116Unranked 46
YearRankTypeTitle / Venue / Authors
2026 J jnl
Do VLMs Have a Moral Backbone? A Study on the Fragile Morality of Vision-Language Models.
CoRR
Zhining Liu, Tianyi Wang, Xiao Lin, Penghao Ouyang, Gaotang Li, Ze Yang, Hui Liu, Sumit Keswani, Vishwa Pardeshi, Huijun Zhao, Wei Fan, Hanghang Tong
2025 J jnl
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora.
CoRR
Jiaxin Bai, Wei Fan, Qi Hu, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiaofang Zhou, Feng Qin, Tianshi Zheng, Xi Peng, Xin Yao, Huiwen Yang, Leijie Wu, Yi Ji, Gong Zhang, Renhai Chen, Yangqiu Song
2025 J jnl
DeepPlanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping.
CoRR
Wei Fan, Wenlin Yao, Zheng Li, Feng Yao, Xin Liu, Liang Qiu, Qingyu Yin, Yangqiu Song, Bing Yin
2025 J jnl
Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents.
CoRR
Wei Fan, Tianshi Zheng, Yiran Hu, Zheye Deng, Weiqi Wang, Baixuan Xu, Chunyang Li, Haoran Li, Weixing Shen, Yangqiu Song
2025 J jnl
MASLegalBench: Benchmarking Multi-Agent Systems in Deductive Legal Reasoning.
CoRR
Huihao Jing, Wenbin Hu, Hongyu Luo, Jianhui Yang, Wei Fan, Haoran Li, Yangqiu Song
2025 J jnl
MORALISE: A Structured Benchmark for Moral Alignment in Visual Language Models.
CoRR
Xiao Lin, Zhining Liu, Ze Yang, Gaotang Li, Ruizhong Qiu, Shuke Wang, Hui Liu, Haotian Li, Sumit Keswani, Vishwa Pardeshi, Huijun Zhao, Wei Fan, Hanghang Tong
2025 — conf
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions.
EMNLP (Findings)
Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song
2025 — conf
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory.
NAACL (Long Papers)
Haoran Li, Wei Fan, Yulin Chen, Cheng Jiayang, Tianshu Chu, Xuebing Zhou, Peizhao Hu, Yangqiu Song
2025 J jnl
Rethinking Natural Language Generation with Layer-Wise Multi-View Decoding.
ACM Trans. Knowl. Discov. Data
Fenglin Liu, Xuancheng Ren, Guangxiang Zhao, Chenyu You, Sherry Ma, Xian Wu, Wei Fan, Xu Sun
2025 J jnl
SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding.
CoRR
Yuqi Yang, Weiqi Wang, Baixuan Xu, Wei Fan, Qing Zong, Chunkit Chan, Zheye Deng, Xin Liu, Yifan Gao, Changlong Yu, Chen Luo, Yang Li, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song
2025 J jnl
Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation for Agentic AI with a Universal Evaluation Framework.
CoRR
Zheye Deng, Chunkit Chan, Tianshi Zheng, Wei Fan, Weiqi Wang, Yangqiu Song
2025 J jnl
Towards Multi-Agent Reasoning Systems for Collaborative Expertise Delegation: An Exploratory Design Study.
CoRR
Baixuan Xu, Chunyang Li, Weiqi Wang, Wei Fan, Tianshi Zheng, Haochen Shi, Tao Fan, Yangqiu Song, Qiang Yang
2024 J jnl
A Saliency Enhanced Feature Fusion based multiscale RGB-D Salient Object Detection Network.
CoRR
Rui Huang, Qingyi Zhao, Yan Xing, Sihua Gao, Weifeng Xu, Yuxiang Zhang, Wei Fan
2024 — conf
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation.
ACL (1)
Zhaowei Wang, Wei Fan, Qing Zong, Hongming Zhang, Sehyun Choi, Tianqing Fang, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See
2024 J jnl
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation.
CoRR
Zhaowei Wang, Wei Fan, Qing Zong, Hongming Zhang, Sehyun Choi, Tianqing Fang, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See
2024 — conf
Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation.
DASFAA (5)
Wei Fan, Weijia Zhang, Weiqi Wang, Yangqiu Song, Hao Liu
2024 J jnl
Cross Branch Feature Fusion Decoder for Consistency Regularization-based Semi-Supervised Change Detection.
CoRR
Yan Xing, Qi'ao Xu, Jingcheng Zeng, Rui Huang, Sihua Gao, Weifeng Xu, Yuxiang Zhang, Wei Fan
2024 — conf
Evaluating and Enhancing LLMs Agent Based on Theory of Mind in Guandan: A Multi-Player Cooperative Game Under Imperfect Information.
WI/IAT
Yauwai Yim, Chunkit Chan, Tianyu Shi, Zheye Deng, Wei Fan, Tianshi Zheng, Yangqiu Song
2024 J jnl
Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information.
CoRR
Yauwai Yim, Chunkit Chan, Tianyu Shi, Zheye Deng, Wei Fan, Tianshi Zheng, Yangqiu Song
2024 A* conf
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory.
EMNLP
Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song
2024 J jnl
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory.
CoRR
Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song
2024 — conf
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding.
EMNLP (Findings)
Chunkit Chan, Cheng Jiayang, Yauwai Yim, Zheye Deng, Wei Fan, Haoran Li, Xin Liu, Hongming Zhang, Weiqi Wang, Yangqiu Song
2024 J jnl
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding.
CoRR
Chunkit Chan, Cheng Jiayang, Yauwai Yim, Zheye Deng, Wei Fan, Haoran Li, Xin Liu, Hongming Zhang, Weiqi Wang, Yangqiu Song
2024 J jnl
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions.
CoRR
Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song
2024 — conf
PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models.
ACL (1)
Haoran Li, Dadi Guo, Donghao Li, Wei Fan, Qi Hu, Xin Liu, Chunkit Chan, Duanyi Yao, Yuan Yao, Yangqiu Song
2024 J jnl
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory.
CoRR
Haoran Li, Wei Fan, Yulin Chen, Jiayang Cheng, Tianshu Chu, Xuebing Zhou, Peizhao Hu, Yangqiu Song
2024 J jnl
Temporal-order association-based dynamic graph evolution for recommendation.
J. Supercomput.
Chunjing Xiao, Shenkai Lv, Wei Fan, W. H. Ip
2024 A* conf
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction.
EMNLP
Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song
2024 J jnl
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction.
CoRR
Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song
2023 A* conf
Background-Mixed Augmentation for Weakly Supervised Change Detection.
AAAI
Rui Huang, Ruofei Wang, Qing Guo, Jieda Wei, Yuxiang Zhang, Wei Fan, Yang Liu
2023 J jnl
Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation.
CoRR
Wei Fan, Weijia Zhang, Weiqi Wang, Yangqiu Song, Hao Liu
2023 C conf
Multi-scale Convolutional Feature Approximation for Defocus Blur Detection.
CSCWD
Rui Huang, Huan Lu, Yan Xing, Wei Fan
2023 — conf
Multi-step Jailbreaking Privacy Attacks on ChatGPT.
EMNLP (Findings)
Haoran Li, Dadi Guo, Wei Fan, Mingshi Xu, Jie Huang, Fanpu Meng, Yangqiu Song
2023 J jnl
Multi-step Jailbreaking Privacy Attacks on ChatGPT.
CoRR
Haoran Li, Dadi Guo, Wei Fan, Mingshi Xu, Yangqiu Song
2023 J jnl
P-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models.
CoRR
Haoran Li, Dadi Guo, Donghao Li, Wei Fan, Qi Hu, Xin Liu, Chunkit Chan, Duanyi Yao, Yangqiu Song
2023 J jnl
SpanMTL: a span-based multi-table labeling for aspect-oriented fine-grained opinion extraction.
Soft Comput.
Yan Xing, Yuexuan Zhu, Wei Fan, Yuxiang Zhang, Rui Huang, Zhaojun Gu, W. H. Ip, Kai-Leung Yung
2023 J jnl
Torque-Type Backlash Inverse Control for an Electromechanical Actuator With Active Disturbance Rejection.
IEEE Access
Jing Cao, Yinbei Li, Xiaojun Zhang, Jiaqiang Yang, Wei Fan
2022 J jnl
Background-Mixed Augmentation for Weakly Supervised Change Detection.
CoRR
Rui Huang, Ruofei Wang, Qing Guo, Jieda Wei, Yuxiang Zhang, Wei Fan, Yang Liu
2022 J jnl
DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention.
CoRR
Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan, Xu Sun, Yuexian Zou
2022 J jnl
DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention.
ACM Trans. Knowl. Discov. Data
Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan, Xu Sun, Yuexian Zou
2022 A conf
MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution.
WACV
Chenyu You, Lianyi Han, Aosong Feng, Ruihan Zhao, Hui Tang, Wei Fan
2022 — conf
Modeling Behavior and Attribute feedback based Flight Recommendation for Dynamic Pricing.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Chunjing Xiao, Xinyang Shi, Wei Fan, Xiang Wu, Lishun Zeng
2022 J jnl
Prophet Attention: Predicting Attention with Future Attention for Improved Image Captioning.
CoRR
Fenglin Liu, Xuewei Ma, Xuancheng Ren, Xian Wu, Wei Fan, Yuexian Zou, Xu Sun
2022 J jnl
Selecting change image for efficient change detection.
IET Signal Process.
Rui Huang, Ruofei Wang, Yuxiang Zhang, Yan Xing, Wei Fan, Kai-Leung Yung
2021 J jnl
Adaptive robust local online density estimation for streaming data.
Int. J. Mach. Learn. Cybern.
Zhong Chen, Zhide Fang, Victor S. Sheng, Jiabin Zhao, Wei Fan, Andrea Edwards, Kun Zhang
2021 J jnl
Anomaly-Injected Deep Support Vector Data Description for Text Outlier Detection.
CoRR
Zeyu You, Yichu Zhou, Tao Yang, Wei Fan
2021 A* conf
Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention.
AAAI
Zhiqi Huang, Fenglin Liu, Xian Wu, Shen Ge, Helin Wang, Wei Fan, Yuexian Zou
2021 J jnl
Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model.
CoRR
Zhiqi Huang, Fenglin Liu, Xian Wu, Shen Ge, Helin Wang, Wei Fan, Yuexian Zou
2021 J jnl
Change detection with various combinations of fluid pyramid integration networks.
Neurocomputing
Rui Huang, Mo Zhou, Yan Xing, Yaobin Zou, Wei Fan
2021 A* conf
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation.
CVPR
Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou
2021 J jnl
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation.
CoRR
Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou
2021 J jnl
Graph Ranking Auditing: Problem Definition and Fast Solutions.
IEEE Trans. Knowl. Data Eng.
Meijia Wang, Jian Kang, Nan Cao, Yinglong Xia, Wei Fan, Hanghang Tong
2021 J jnl
MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution.
CoRR
Chenyu You, Lianyi Han, Aosong Feng, Ruihan Zhao, Hui Tang, Wei Fan
2021 A* conf
Medical Triage Chatbot Diagnosis Improvement via Multi-relational Hyperbolic Graph Neural Network.
SIGIR
Zheng Liu, Xiaohan Li, Zeyu You, Tao Yang, Wei Fan, Philip S. Yu
2021 — conf
Multiplex Graph Neural Network for Extractive Text Summarization.
EMNLP (1)
Baoyu Jing, Zeyu You, Tao Yang, Wei Fan, Hanghang Tong
2021 J jnl
Multiplex Graph Neural Network for Extractive Text Summarization.
CoRR
Baoyu Jing, Zeyu You, Tao Yang, Wei Fan, Hanghang Tong
2021 J jnl
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images.
CoRR
Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas
2021 J jnl
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images.
IEEE Trans. Medical Imaging
Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas
2021 J jnl
Order-guided deep neural network for emotion-cause pair prediction.
Appl. Soft Comput.
Wei Fan, Yuexuan Zhu, Ziyun Wei, Tianyu Yang, W. H. Ip, Yuxiang Zhang
2021 A* conf
Test-Time Training for Deformable Multi-Scale Image Registration.
ICRA
Wentao Zhu, Yufang Huang, Daguang Xu, Zhen Qian, Wei Fan, Xiaohui Xie
2021 J jnl
Test-Time Training for Deformable Multi-Scale Image Registration.
CoRR
Wentao Zhu, Yufang Huang, Daguang Xu, Zhen Qian, Wei Fan, Xiaohui Xie
2021 A* conf
U-BERT: Pre-training User Representations for Improved Recommendation.
AAAI
Zhaopeng Qiu, Xian Wu, Jingyue Gao, Wei Fan
2020 J jnl
A network representation method based on edge information extraction.
Soft Comput.
Wei Fan, Hui Min Wang, Yan Xing, Rui Huang, W. H. Ip, Kai-Leung Yung
2020 J jnl
Analysis of Scoliosis From Spinal X-Ray Images.
CoRR
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael Kai Tsun To, Zhen Qian, Demetri Terzopoulos
2020 B conf
Automatic Distractor Generation for Multiple Choice Questions in Standard Tests.
COLING
Zhaopeng Qiu, Xian Wu, Wei Fan
2020 J jnl
Automatic Distractor Generation for Multiple Choice Questions in Standard Tests.
CoRR
Zhaopeng Qiu, Xian Wu, Wei Fan
2020 J jnl
Automatic keyphrase extraction using word embeddings.
Soft Comput.
Yuxiang Zhang, Huan Liu, Suge Wang, W. H. Ip, Wei Fan, Chunjing Xiao
2020 J jnl
Bipartite Distance for Shape-Aware Landmark Detection in Spinal X-Ray Images.
CoRR
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael Kai Tsun To, Zhen Qian, Demetri Terzopoulos
2020 A* conf
Bridging the Gap between Vision and Language Domains for Improved Image Captioning.
ACM Multimedia
Fenglin Liu, Xian Wu, Shen Ge, Xiaoyu Zhang, Wei Fan, Yuexian Zou
2020 B conf
Commonsense Evidence Generation and Injection in Reading Comprehension.
SIGdial
Ye Liu, Tao Yang, Zeyu You, Wei Fan, Philip S. Yu
2020 J jnl
Commonsense Evidence Generation and Injection in Reading Comprehension.
CoRR
Ye Liu, Tao Yang, Zeyu You, Wei Fan, Philip S. Yu
2020 — conf
CorGAN: Context aware Recurrent Generative Adversarial Network for Medical Image Generation.
BIBM
Zhi Qiao, Zhen Qian, Hui Tang, Guanzhong Gong, Yong Yin, Chao Huang, Wei Fan
2020 A* conf
Crowd Teaching with Imperfect Labels.
WWW
Yao Zhou, Arun Reddy Nelakurthi, Ross Maciejewski, Wei Fan, Jingrui He
2020 A conf
DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation.
WACV
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Wei Fan, Xiaohui Xie
2020 J jnl
DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation.
CoRR
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Wei Fan, Xiaohui Xie
2020 A* conf
Entity Synonym Discovery via Multipiece Bilateral Context Matching.
IJCAI
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu
2020 J jnl
Extracting Medical Knowledge from Crowdsourced Question Answering Website.
IEEE Trans. Big Data
Yaliang Li, Chaochun Liu, Nan Du, Wei Fan, Qi Li, Jing Gao, Chenwei Zhang, Hao Wu
2020 A* conf
Federated Learning for Vision-and-Language Grounding Problems.
AAAI
Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou
2020 B conf
Fully-Automated Analysis of Scoliosis from Spinal X-Ray Images.
CBMS
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael Kai Tsun To, Zhen Qian, Demetri Terzopoulos
2020 J jnl
Incomplete Network Alignment: Problem Definitions and Fast Solutions.
ACM Trans. Knowl. Discov. Data
Si Zhang, Hanghang Tong, Jie Tang, Jiejun Xu, Wei Fan
2020 A* conf
MHM: Multi-modal Clinical Data based Hierarchical Multi-label Diagnosis Prediction.
SIGIR
Zhi Qiao, Zhen Zhang, Xian Wu, Shen Ge, Wei Fan
2020 A* conf
MM-Hand: 3D-Aware Multi-Modal Guided Hand Generation for 3D Hand Pose Synthesis.
ACM Multimedia
Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, Wei Fan
2020 J jnl
MM-Hand: 3D-Aware Multi-Modal Guided Hand Generative Network for 3D Hand Pose Synthesis.
CoRR
Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, Wei Fan
2020 A* conf
Object-Guided Instance Segmentation for Biological Images.
AAAI
Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan
2020 A* conf
On the Generation of Medical Question-Answer Pairs.
AAAI
Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan
2020 A* conf
PSENet: Psoriasis Severity Evaluation Network.
AAAI
Yi Li, Zhe Wu, Shuang Zhao, Xian Wu, Yehong Kuang, YangTian Yan, Shen Ge, Kai Wang, Wei Fan, Xiang Chen, Yong Wang
2020 C conf
Partly Supervised Multi-Task Learning.
ICMLA
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos
2020 J jnl
Partly Supervised Multitask Learning.
CoRR
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos
2020 A* conf
Prophet Attention: Predicting Attention with Future Attention.
NeurIPS
Fenglin Liu, Xuancheng Ren, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou, Xu Sun
2020 A* conf
Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract).
AAAI
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos
2020 A* conf
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps.
AAAI
Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang
2020 A conf
Spectrally-Enforced Global Receptive Field For Contextual Medical Image Segmentation And Classification.
ICME
Yongzhi Li, Lu Chi, Guiyu Tian, Yadong Mu, Shen Ge, Zhi Qiao, Xian Wu, Wei Fan
2019 — conf
A Better Understanding of the Interaction Between Users and Items by Knowledge Graph Learning for Temporal Recommendation.
PRICAI (1)
Chunjing Xiao, Cong Xie, Shuyan Cao, Yuxiang Zhang, Wei Fan, Hongjun Heng
2019 — conf
Extracting Keyphrases from Research Papers Using Word Embeddings.
PAKDD (3)
Wei Fan, Huan Liu, Suge Wang, Yuxiang Zhang, Yaocheng Chang
2019 J jnl
Introduction to the special issue on Big Data, IoT Streams and Heterogeneous Source Mining.
Int. J. Data Sci. Anal.
Jesse Read, Albert Bifet, Wei Fan, Qiang Yang, Philip S. Yu
2019 — conf
Joint Slot Filling and Intent Detection via Capsule Neural Networks.
ACL (1)
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu
2019 A* conf
MCVAE: Margin-based Conditional Variational Autoencoder for Relation Classification and Pattern Generation.
WWW
Fenglong Ma, Yaliang Li, Chenwei Zhang, Jing Gao, Nan Du, Wei Fan
2019 A* conf
MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction.
IJCAI
Zhi Qiao, Xian Wu, Shen Ge, Wei Fan
2019 A conf
MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data.
CIKM
Yang Deng, Yaliang Li, Ying Shen, Nan Du, Wei Fan, Min Yang, Kai Lei
2019 J jnl
Multi-Grained Named Entity Recognition.
CoRR
Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip S. Yu
2019 A* conf
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering.
AAAI
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen
2019 — conf
Multi-grained Named Entity Recognition.
ACL (1)
Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip S. Yu
2019 J jnl
Neural Multi-Scale Self-Supervised Registration for Echocardiogram Dense Tracking.
CoRR
Wentao Zhu, Yufang Huang, Mani A. Vannan, Shizhen Liu, Daguang Xu, Wei Fan, Zhen Qian, Xiaohui Xie
2019 J jnl
Object-Guided Instance Segmentation for Biological Images.
CoRR
Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan
2019 — conf
Predicting Scientific Impact via Heterogeneous Academic Network Embedding.
PRICAI (2)
Chunjing Xiao, Jianing Han, Wei Fan, Senzhang Wang, Rui Huang, Yuxiang Zhang
2019 A conf
Question Difficulty Prediction for Multiple Choice Problems in Medical Exams.
CIKM
Zhaopeng Qiu, Xian Wu, Wei Fan
2019 J jnl
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps.
CoRR
Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang
2019 J jnl
Studies on Different CNN Algorithms for Face Skin Disease Classification Based on Clinical Images.
IEEE Access
Zhe Wu, Shuang Zhao, Yonghong Peng, Xiaoyu He, Xinyu Zhao, Kai Huang, Xian Wu, Wei Fan, Fangfang Li, Mingliang Chen, Jie Li, Weihong Huang, Xiang Chen, Yi Li
2019 J jnl
SynonymNet: Multi-context Bilateral Matching for Entity Synonyms.
CoRR
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu
2019 A conf
TAGAN: Tonality Aligned Generative Adversarial Networks for Realistic Hand Pose Synthesis.
BMVC
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Yen-Yu Lin, Xiaohui Xie, Wei Fan
2019 J jnl
The Application of Deep Learning in the Risk Grading of Skin Tumors for Patients Using Clinical Images.
J. Medical Syst.
Xinyu Zhao, Xian Wu, Fangfang Li, Yi Li, Weihong Huang, Kai Huang, Xiaoyu He, Wei Fan, Zhe Wu, Mingliang Chen, Jie Li, Zhong-ling Luo, Juan Su, Bin Xie, Shuang Zhao
2018 — conf
AURORA: Auditing PageRank on Large Graphs.
IEEE BigData
Jian Kang, Meijia Wang, Nan Cao, Yinglong Xia, Wei Fan, Hanghang Tong
2018 J jnl
AURORA: Auditing PageRank on Large Graphs.
CoRR
Jian Kang, Hanghang Tong, Yinglong Xia, Wei Fan
2018 J jnl
AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation.
CoRR
Wentao Zhu, Yufang Huang, Hui Tang, Zhen Qian, Nan Du, Wei Fan, Xiaohui Xie
2018 — ch.
Bagging.
Encyclopedia of Database Systems (2nd ed.)
Wei Fan, Kun Zhang
2018 J jnl
ComClus: A Self-Grouping Framework for Multi-Network Clustering.
IEEE Trans. Knowl. Data Eng.
Jingchao Ni, Wei Cheng, Wei Fan, Xiang Zhang
2018 B conf
Cooperative Denoising for Distantly Supervised Relation Extraction.
COLING
Kai Lei, Daoyuan Chen, Yaliang Li, Nan Du, Min Yang, Wei Fan, Ying Shen
2018 A conf
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification.
WACV
Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie
2018 J jnl
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification.
CoRR
Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie
2018 J jnl
Finding Similar Medical Questions from Question Answering Websites.
CoRR
Yaliang Li, Liuyi Yao, Nan Du, Jing Gao, Qi Li, Chuishi Meng, Chenwei Zhang, Wei Fan
2018 J jnl
Generating Realistic Training Images Based on Tonality-Alignment Generative Adversarial Networks for Hand Pose Estimation.
CoRR
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Xiaohui Xie, Yen-Yu Lin, Wei Fan
2018 — conf
IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy.
ICDM Workshops
Ying Shen, Yang Deng, Jin Zhang, Yaliang Li, Nan Du, Wei Fan, Min Yang, Kai Lei
2018 J jnl
Joint Slot Filling and Intent Detection via Capsule Neural Networks.
CoRR
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu
2018 B conf
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge.
COLING
Yang Deng, Ying Shen, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei
2018 A* conf
Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs.
SIGIR
Ying Shen, Yang Deng, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei
2018 — conf
Local Graph Clustering by Multi-network Random Walk with Restart.
PAKDD (3)
Yaowei Yan, Dongsheng Luo, Jingchao Ni, Hongliang Fei, Wei Fan, Xiong Bill Yu, John Yen, Xiang Zhang
2018 J jnl
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering.
CoRR
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen
2018 J jnl
On the Generation of Medical Question-Answer Pairs.
CoRR
Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan
2018 A* conf
On the Generative Discovery of Structured Medical Knowledge.
KDD
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu
2018 — conf
Online Density Estimation over Streaming Data: A Local Adaptive Solution.
IEEE BigData
Zhong Chen, Zhide Fang, Jiabin Zhao, Wei Fan, Andrea Edwards, Kun Zhang
2018 A* conf
SPARC: Self-Paced Network Representation for Few-Shot Rare Category Characterization.
KDD
Dawei Zhou, Jingrui He, Hongxia Yang, Wei Fan
2018 J jnl
When Truth Discovery Meets Medical Knowledge Graph: Estimating Trustworthiness Degree for Medical Knowledge Condition.
CoRR
Yang Deng, Yaliang Li, Nan Du, Wei Fan, Ying Shen, Kai Lei
2017 J jnl
A Weighted Crowdsourcing Approach for Network Quality Measurement in Cellular Data Networks.
IEEE Trans. Mob. Comput.
Yaliang Li, Jing Gao, Patrick P. C. Lee, Lu Su, Caifeng He, Cheng He, Fan Yang, Wei Fan
2017 A* conf
Automated Medical Diagnosis by Ranking Clusters Across the Symptom-Disease Network.
ICDM
Jingchao Ni, Hongliang Fei, Wei Fan, Xiang Zhang
2017 J jnl
Bringing Semantic Structures to User Intent Detection in Online Medical Queries.
CoRR
Chenwei Zhang, Nan Du, Wei Fan, Yaliang Li, Chun-Ta Lu, Philip S. Yu
2017 — conf
Bringing semantic structures to user intent detection in online medical queries.
IEEE BigData
Chenwei Zhang, Nan Du, Wei Fan, Yaliang Li, Chun-Ta Lu, Philip S. Yu
2017 A conf
CSTG: An Effective Framework for Cost-sensitive Sparse Online Learning.
SDM
Zhong Chen, Zhide Fang, Wei Fan, Andrea Edwards, Kun Zhang
2017 A* conf
Cross-Network Clustering and Cluster Ranking for Medical Diagnosis.
ICDE
Jingchao Ni, Hongliang Fei, Wei Fan, Xiang Zhang
2017 J jnl
DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification.
CoRR
Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie
2017 A* conf
Extremely Fast Decision Tree Mining for Evolving Data Streams.
KDD
Albert Bifet, Jiajin Zhang, Wei Fan, Cheng He, Jianfeng Zhang, Jianfeng Qian, Geoff Holmes, Bernhard Pfahringer
2017 A conf
Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts.
WSDM
Yaliang Li, Nan Du, Chaochun Liu, Yusheng Xie, Wei Fan, Qi Li, Jing Gao, Huan Sun
2017 J jnl
Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization.
IEEE Trans. Knowl. Data Eng.
Yadong Mu, Wei Liu, Xiaobai Liu, Wei Fan
2017 A* conf
iNEAT: Incomplete Network Alignment.
ICDM
Si Zhang, Hanghang Tong, Jie Tang, Jiejun Xu, Wei Fan
2016 A* conf
Augmented LSTM Framework to Construct Medical Self-Diagnosis Android.
ICDM
Chaochun Liu, Huan Sun, Nan Du, Shulong Tan, Hongliang Fei, Wei Fan, Tao Yang, Hao Wu, Yaliang Li, Chenwei Zhang
2016 J jnl
Conflicts to Harmony: A Framework for Resolving Conflicts in Heterogeneous Data by Truth Discovery.
IEEE Trans. Knowl. Data Eng.
Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han
2016 A conf
Effective Crowd Expertise Modeling via Cross Domain Sparsity and Uncertainty Reduction.
SDM
Sihong Xie, Qingbo Hu, Weixiang Shao, Jingyuan Zhang, Jing Gao, Wei Fan, Philip S. Yu
2016 J jnl
Generalized Higher Order Orthogonal Iteration for Tensor Learning and Decomposition.
IEEE Trans. Neural Networks Learn. Syst.
Yuanyuan Liu, Fanhua Shang, Wei Fan, James Cheng, Hong Cheng
2016 A* conf
IoT Big Data Stream Mining.
KDD
Gianmarco De Francisci Morales, Albert Bifet, Latifur Khan, João Gama, Wei Fan
2016 J jnl
Mining Dual Networks: Models, Algorithms, and Applications.
ACM Trans. Knowl. Discov. Data
Yubao Wu, Xiaofeng Zhu, Li Li, Wei Fan, Ruoming Jin, Xiang Zhang
2016 A* conf
Mining Reliable Information from Passively and Actively Crowdsourced Data.
KDD
Jing Gao, Qi Li, Bo Zhao, Wei Fan, Jiawei Han
2016 A* conf
Mining User Intentions from Medical Queries: A Neural Network Based Heterogeneous Jointly Modeling Approach.
WWW
Chenwei Zhang, Wei Fan, Nan Du, Philip S. Yu
2016 A conf
Multi-source Hierarchical Prediction Consolidation.
CIKM
Chenwei Zhang, Sihong Xie, Yaliang Li, Jing Gao, Wei Fan, Philip S. Yu
2016 J jnl
Multi-source Hierarchical Prediction Consolidation.
CoRR
Chenwei Zhang, Sihong Xie, Yaliang Li, Jing Gao, Wei Fan, Philip S. Yu
2016 — ed.
Proceedings of the 5th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2016, San Francisco, CA, USA, August 14, 2016
BigMine
Wei Fan, Albert Bifet, Jesse Read, Qiang Yang, Philip S. Yu
2016 A* conf
QUINT: On Query-Specific Optimal Networks.
KDD
Liangyue Li, Yuan Yao, Jie Tang, Wei Fan, Hanghang Tong
2016 J jnl
SAND: A fault-tolerant streaming architecture for network traffic analytics.
J. Syst. Softw.
Qin Liu, John C. S. Lui, Cheng He, Lujia Pan, Wei Fan, Yunlong Shi
2016 A* conf
Self-Grouping Multi-network Clustering.
ICDM
Jingchao Ni, Wei Cheng, Wei Fan, Xiang Zhang
2016 J jnl
The modularity and dynamicity of miRNA-mRNA interactions in high-grade serous ovarian carcinomas and the prognostic implication.
Comput. Biol. Chem.
Wensheng Zhang, Andrea Edwards, Wei Fan, Erik K. Flemington, Kun Zhang
2016 J jnl
Variational hybridization and transformation for large inaccurate noisy-or networks.
CoRR
Yusheng Xie, Nan Du, Wei Fan, Jing Zhai, Weicheng Zhu
2015 J jnl
A Survey on Truth Discovery.
CoRR
Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, Jiawei Han
2015 J jnl
A Survey on Truth Discovery.
SIGKDD Explor.
Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, Jiawei Han
2015 A conf
Believe It Today or Tomorrow? Detecting Untrustworthy Information from Dynamic Multi-Source Data.
SDM
Houping Xiao, Yaliang Li, Jing Gao, Fei Wang, Liang Ge, Wei Fan, Long H. Vu, Deepak S. Turaga
2015 J jnl
Detecting Marionette Microblog Users for Improved Information Credibility.
J. Comput. Sci. Technol.
Xian Wu, Wei Fan, Jing Gao, Ziming Feng, Yong Yu
2015 A* conf
Facets: Fast Comprehensive Mining of Coevolving High-order Time Series.
KDD
Yongjie Cai, Hanghang Tong, Wei Fan, Ping Ji, Qing He
2015 A conf
Fast Mining of a Network of Coevolving Time Series.
SDM
Yongjie Cai, Hanghang Tong, Wei Fan, Ping Ji
2015 A* conf
Flexible and Robust Multi-Network Clustering.
KDD
Jingchao Ni, Hanghang Tong, Wei Fan, Xiang Zhang
2015 A conf
Frameworks to Encode User Preferences for Inferring Topic-sensitive Information Networks.
SDM
Qingbo Hu, Sihong Xie, Shuyang Lin, Wei Fan, Philip S. Yu
2015 J jnl
Fused Lasso Screening Rules via the Monotonicity of Subdifferentials.
IEEE Trans. Pattern Anal. Mach. Intell.
Jie Wang, Wei Fan, Jieping Ye
2015 J jnl
Iterative sampling based frequent itemset mining for big data.
Int. J. Mach. Learn. Cybern.
Xian Wu, Wei Fan, Jing Peng, Kun Zhang, Yong Yu
2015 A* conf
On the Discovery of Evolving Truth.
KDD
Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han
2015 A conf
OnlineCM: Real-time Consensus Classification with Missing Values.
SDM
Bowen Dong, Sihong Xie, Jing Gao, Wei Fan, Philip S. Yu
2015 J jnl
Orthogonal Rank-One Matrix Pursuit for Low Rank Matrix Completion.
SIAM J. Sci. Comput.
Zheng Wang, Ming-Jun Lai, Zhaosong Lu, Wei Fan, Hasan Davulcu, Jieping Ye
2015 A* conf
Piecewise linear approximation of streaming time series data with max-error guarantees.
ICDE
Ge Luo, Ke Yi, Siu-Wing Cheng, Zhenguo Li, Wei Fan, Cheng He, Yadong Mu
2015 — conf
Preface.
BigMine
Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu
2015 — conf
Random Decision Hashing for Massive Data Learning.
BigMine
Xiatian Zhang, Wei Fan, Nan Du
2015 — conf
Robust crowd bias correction via dual knowledge transfer from multiple overlapping sources.
IEEE BigData
Sihong Xie, Qingbo Hu, Jingyuan Zhang, Jing Gao, Wei Fan, Philip S. Yu
2015 J jnl
Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization.
CoRR
Yadong Mu, Wei Liu, Wei Fan
2015 — conf
StreamDM: Advanced Data Mining in Spark Streaming.
ICDM Workshops
Albert Bifet, Silviu Maniu, Jianfeng Qian, Guangjian Tian, Cheng He, Wei Fan
2015 J jnl
Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective.
Proc. VLDB Endow.
Jing Gao, Qi Li, Bo Zhao, Wei Fan, Jiawei Han
2015 A* conf
VENUS: Vertex-centric streamlined graph computation on a single PC.
ICDE
Jiefeng Cheng, Qin Liu, Zhenguo Li, Wei Fan, John C. S. Lui, Cheng He
2014 J jnl
A Confidence-Aware Approach for Truth Discovery on Long-Tail Data.
Proc. VLDB Endow.
Qi Li, Yaliang Li, Jing Gao, Lu Su, Bo Zhao, Murat Demirbas, Wei Fan, Jiawei Han
2014 A* conf
A Highly Scalable Parallel Algorithm for Isotropic Total Variation Models.
ICML
Jie Wang, Qingyang Li, Sen Yang, Wei Fan, Peter Wonka, Jieping Ye
2014 J jnl
A Random Decision Tree Framework for Privacy-Preserving Data Mining.
IEEE Trans. Dependable Secur. Comput.
Jaideep Vaidya, Basit Shafiq, Wei Fan, Danish Mehmood, David Lorenzi
2014 A conf
Adaptive User Distance Modeling in Social Media.
SDM
Erheng Zhong, Wei Fan, Qiang Yang
2014 J jnl
Bi-level multi-source learning for heterogeneous block-wise missing data.
NeuroImage
Shuo Xiang, Lei Yuan, Wei Fan, Yalin Wang, Paul M. Thompson, Jieping Ye
2014 A* conf
Class-distribution regularized consensus maximization for alleviating overfitting in model combination.
KDD
Sihong Xie, Jing Gao, Wei Fan, Deepak S. Turaga, Philip S. Yu
2014 A conf
Classifying Imbalanced Data Streams via Dynamic Feature Group Weighting with Importance Sampling.
SDM
Ke Wu, Andrea Edwards, Wei Fan, Jing Gao, Kun Zhang
2014 J jnl
Design and Implementation of a Real-Time Interactive Analytics System for Large Spatio-Temporal Data.
Proc. VLDB Endow.
Shiming Zhang, Yin Yang, Wei Fan, Marianne Winslett
2014 A* conf
Efficient multi-task feature learning with calibration.
KDD
Pinghua Gong, Jiayu Zhou, Wei Fan, Jieping Ye
2014 — ch.
Ensemble Learning.
Data Classification: Algorithms and Applications
Yaliang Li, Jing Gao, Qi Li, Wei Fan
2014 J jnl
Friendship Prediction in Composite Social Networks.
CoRR
Erheng Zhong, Evan Wei Xiang, Wei Fan, Nathan Nan Liu, Qiang Yang
2014 — conf
Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion.
NIPS
Yuanyuan Liu, Fanhua Shang, Wei Fan, James Cheng, Hong Cheng
2014 A* conf
Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification.
CVPR
Yadong Mu, Gang Hua, Wei Fan, Shih-Fu Chang
2014 A* conf
Inside the atoms: ranking on a network of networks.
KDD
Jingchao Ni, Hanghang Tong, Wei Fan, Xiang Zhang
2014 A conf
Large-Scale Multi-Label Learning with Incomplete Label Assignments.
SDM
Xiangnan Kong, Zhaoming Wu, Li-Jia Li, Ruofei Zhang, Philip S. Yu, Hang Wu, Wei Fan
2014 J jnl
Large-Scale Multi-Label Learning with Incomplete Label Assignments.
CoRR
Xiangnan Kong, Zhaoming Wu, Li-Jia Li, Ruofei Zhang, Philip S. Yu, Hang Wu, Wei Fan
2014 — conf
OceanRT: real-time analytics over large temporal data.
SIGMOD Conference
Shiming Zhang, Yin Yang, Wei Fan, Liang Lan, Mingxuan Yuan
2014 J jnl
Orthogonal Rank-One Matrix Pursuit for Low Rank Matrix Completion.
CoRR
Zheng Wang, Ming-Jun Lai, Zhaosong Lu, Wei Fan, Hasan Davulcu, Jieping Ye
2014 — conf
Preface.
BigMine
Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu
2014 — ed.
Proceedings of the 3rd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2014, New York City, USA, August 24, 2014
BigMine
Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu
2014 A* conf
RS-Forest: A Rapid Density Estimator for Streaming Anomaly Detection.
ICDM
Ke Wu, Kun Zhang, Wei Fan, Andrea Edwards, Philip S. Yu
2014 A* conf
Rank-One Matrix Pursuit for Matrix Completion.
ICML
Zheng Wang, Ming-Jun Lai, Zhaosong Lu, Wei Fan, Hasan Davulcu, Jieping Ye
2014 — conf
Resolving conflicts in heterogeneous data by truth discovery and source reliability estimation.
SIGMOD Conference
Qi Li, Yaliang Li, Jing Gao, Bo Zhao, Wei Fan, Jiawei Han
2014 A conf
SAND: A Fault-Tolerant Streaming Architecture for Network Traffic Analytics.
DSN
Qin Liu, John C. S. Lui, Cheng He, Lujia Pan, Wei Fan, Yunlong Shi
2014 J jnl
Stochastic Coordinate Coding and Its Application for Drosophila Gene Expression Pattern Annotation.
CoRR
Binbin Lin, Qingyang Li, Qian Sun, Ming-Jun Lai, Ian Davidson, Wei Fan, Jieping Ye
2014 A* conf
Supervised deep learning with auxiliary networks.
KDD
Junbo Zhang, Guangjian Tian, Yadong Mu, Wei Fan
2014 J jnl
User behavior learning and transfer in composite social networks.
ACM Trans. Knowl. Discov. Data
Erheng Zhong, Wei Fan, Qiang Yang
2013 — ed.
2013 IEEE International Conference on Big Data (IEEE BigData 2013), 6-9 October 2013, Santa Clara, CA, USA
IEEE BigData
Xiaohua Hu, Tsau Young Lin, Vijay V. Raghavan, Benjamin W. Wah, Ricardo Baeza-Yates, Geoffrey C. Fox, Cyrus Shahabi, Matthew Smith, Qiang Yang, Rayid Ghani, Wei Fan, Ronny Lempel, Raghunath Nambiar
2013 J jnl
A Graph-Based Consensus Maximization Approach for Combining Multiple Supervised and Unsupervised Models.
IEEE Trans. Knowl. Data Eng.
Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, Jiawei Han
2013 A* conf
An efficient ADMM algorithm for multidimensional anisotropic total variation regularization problems.
KDD
Sen Yang, Jie Wang, Wei Fan, Xiatian Zhang, Peter Wonka, Jieping Ye
2013 J jnl
Batch Mode Active Sampling Based on Marginal Probability Distribution Matching.
ACM Trans. Knowl. Discov. Data
Rita Chattopadhyay, Zheng Wang, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye
2013 — conf
Detecting Marionette Microblog Users for Improved Information Credibility.
ECML/PKDD (3)
Xian Wu, Ziming Feng, Wei Fan, Jing Gao, Yong Yu
2013 A conf
Dynamic Shaker Detection from Evolving Entities.
SDM
Wei Fan, Xiaoxiao Shi, Philip S. Yu
2013 J jnl
Exploiting fisher and fukunaga-koontz transforms in chernoff dimensionality reduction.
ACM Trans. Knowl. Discov. Data
Jing Peng, Guna Seetharaman, Wei Fan, Aparna S. Varde
2013 — conf
Joint Transfer and Batch-mode Active Learning.
ICML (3)
Rita Chattopadhyay, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye
2013 A* conf
Modeling the dynamics of composite social networks.
KDD
Erheng Zhong, Wei Fan, Yin Zhu, Qiang Yang
2013 A* conf
Multi-source learning with block-wise missing data for Alzheimer's disease prediction.
KDD
Shuo Xiang, Lei Yuan, Wei Fan, Yalin Wang, Paul M. Thompson, Jieping Ye
2013 A* conf
Multilabel Consensus Classification.
ICDM
Sihong Xie, Xiangnan Kong, Jing Gao, Wei Fan, Philip S. Yu
2013 J jnl
Multilabel Consensus Classification.
CoRR
Sihong Xie, Xiangnan Kong, Jing Gao, Wei Fan, Philip S. Yu
2013 — conf
NIM: Scalable Distributed Stream Processing System on Mobile Network Data.
UDM@IJCAI
Wei Fan
2013 — ed.
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2013, Chicago, IL, USA, August 11, 2013
BigMine
Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu
2013 J jnl
Query-dependent cross-domain ranking in heterogeneous network.
Knowl. Inf. Syst.
Bo Wang, Jie Tang, Wei Fan, Songcan Chen, Chenhao Tan, Zi Yang
2013 J jnl
Transfer across Completely Different Feature Spaces via Spectral Embedding.
IEEE Trans. Knowl. Data Eng.
Xiaoxiao Shi, Qi Liu, Wei Fan, Philip S. Yu
2012 — conf
A framework to represent and mine knowledge evolution from Wikipedia revisions.
WWW (Companion Volume)
Xian Wu, Wei Fan, Meilun Sheng, Li Zhang, Xiaoxiao Shi, Zhong Su, Yong Yu
2012 A conf
A general framework to encode heterogeneous information sources for contextual pattern mining.
CIKM
Weishan Dong, Wei Fan, Lei Shi, Changjin Zhou, Xifeng Yan
2012 A conf
An Iterative and Re-weighting Framework for Rejection and Uncertainty Resolution in Crowdsourcing.
SDM
Sihong Xie, Wei Fan, Philip S. Yu
2012 A* conf
Batch mode active sampling based on marginal probability distribution matching.
KDD
Rita Chattopadhyay, Zheng Wang, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye
2012 A* conf
ComSoc: adaptive transfer of user behaviors over composite social network.
KDD
Erheng Zhong, Wei Fan, Junwei Wang, Lei Xiao, Yong Li
2012 A conf
Contextual Collaborative Filtering via Hierarchical Matrix Factorization.
SDM
Erheng Zhong, Wei Fan, Qiang Yang
2012 A* conf
Estimating Local Information Trustworthiness via Multi-source Joint Matrix Factorization.
ICDM
Liang Ge, Jing Gao, Xiao Yu, Wei Fan, Aidong Zhang
2012 J jnl
Mining big data: current status, and forecast to the future.
SIGKDD Explor.
Wei Fan, Albert Bifet
2012 J jnl
Multisource domain adaptation and its application to early detection of fatigue.
ACM Trans. Knowl. Discov. Data
Rita Chattopadhyay, Qian Sun, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye
2012 — ed.
Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2012, Beijing, China, August 12, 2012
BigMine
Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu
2012 A* conf
Sembler: Ensembling Crowd Sequential Labeling for Improved Quality.
AAAI
Xian Wu, Wei Fan, Yong Yu
2012 — conf
Tutorial: Data Stream Mining and Its Applications.
DASFAA (2)
Latifur Khan, Wei Fan
2011 A* conf
A Spectral Framework for Detecting Inconsistency across Multi-source Object Relationships.
ICDM
Jing Gao, Wei Fan, Deepak S. Turaga, Srinivasan Parthasarathy, Jiawei Han
2011 A conf
Chernoff Dimensionality Reduction-Where Fisher Meets FKT.
SDM
Jing Peng, Guna Seetharaman, Stefan A. Robila, Aparna S. Varde, Wei Fan
2011 A conf
Connecting users with similar interests via tag network inference.
CIKM
Xufei Wang, Huan Liu, Wei Fan
2011 A* conf
Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection.
INFOCOM
Jing Gao, Wei Fan, Deepak S. Turaga, Olivier Verscheure, Xiaoqiao Meng, Lu Su, Jiawei Han
2011 A* conf
Discovering shakers from evolving entities via cascading graph inference.
KDD
Xiaoxiao Shi, Wei Fan, Jianping Zhang, Philip S. Yu
2011 A* conf
Dual active feature and sample selection for graph classification.
KDD
Xiangnan Kong, Wei Fan, Philip S. Yu
2011 A* conf
Multi-source domain adaptation and its application to early detection of fatigue.
KDD
Rita Chattopadhyay, Jieping Ye, Sethuraman Panchanathan, Wei Fan, Ian Davidson
2011 — conf
ShareBoost: Boosting for Multi-view Learning with Performance Guarantees.
ECML/PKDD (2)
Jing Peng, Costin Barbu, Guna Seetharaman, Wei Fan, Xian Wu, Kannappan Palaniappan
2010 B conf
Analysis of Chernoff criterion for linear dimensionality reduction.
SMC
Jing Peng, Stefan A. Robila, Wei Fan, Guna Seetharaman
2010 — conf
Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning.
ECML/PKDD (3)
Erheng Zhong, Wei Fan, Qiang Yang, Olivier Verscheure, Jiangtao Ren
2010 A* conf
Efficient Semi-supervised Spectral Co-clustering with Constraints.
ICDM
Xiaoxiao Shi, Wei Fan, Philip S. Yu
2010 — conf
Efficient and Numerically Stable Sparse Learning.
ECML/PKDD (3)
Sihong Xie, Wei Fan, Olivier Verscheure, Jiangtao Ren
2010 A conf
Generalized and Heuristic-Free Feature Construction for Improved Accuracy.
SDM
Wei Fan, Erheng Zhong, Jing Peng, Olivier Verscheure, Kun Zhang, Jiangtao Ren, Rong Yan, Qiang Yang
2010 A* conf
On community outliers and their efficient detection in information networks.
KDD
Jing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Sun, Jiawei Han
2010 A conf
Predictive Modeling with Heterogeneous Sources.
SDM
Xiaoxiao Shi, Qi Liu, Wei Fan, Qiang Yang, Philip S. Yu
2010 A* conf
The next generation of transportation systems, greenhouse emissions, and data mining.
KDD
Hillol Kargupta, João Gama, Wei Fan
2010 A* conf
Transfer Learning on Heterogenous Feature Spaces via Spectral Transformation.
ICDM
Xiaoxiao Shi, Qi Liu, Wei Fan, Philip S. Yu, Ruixin Zhu
2010 J jnl
svdPPCS: an effective singular value decomposition-based method for conserved and divergent co-expression gene module identification.
BMC Bioinform.
Wensheng Zhang, Andrea Edwards, Wei Fan, Dongxiao Zhu, Kun Zhang
2009 — ch.
Bagging.
Encyclopedia of Database Systems
Wei Fan, Kun Zhang
2009 J jnl
Breaking the computational barrier: a divide-conquer and aggregate based approach for Alu insertion site characterisation.
Int. J. Comput. Biol. Drug Des.
Kun Zhang, Wei Fan, Prescott Deininger, Andrea Edwards, Zujia Xu, Dongxiao Zhu
2009 A* conf
Cross domain distribution adaptation via kernel mapping.
KDD
Erheng Zhong, Wei Fan, Jing Peng, Kun Zhang, Jiangtao Ren, Deepak S. Turaga, Olivier Verscheure
2009 — conf
Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models.
NIPS
Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, Jiawei Han
2009 A conf
Heterogeneous cross domain ranking in latent space.
CIKM
Bo Wang, Jie Tang, Wei Fan, Songcan Chen, Zi Yang, Yanzhu Liu
2009 A* conf
Heterogeneous source consensus learning via decision propagation and negotiation.
KDD
Jing Gao, Wei Fan, Yizhou Sun, Jiawei Han
2009 A* conf
Latent space domain transfer between high dimensional overlapping distributions.
WWW
Sihong Xie, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren
2009 — conf
Relaxed Transfer of Different Classes via Spectral Partition.
ECML/PKDD (2)
Xiaoxiao Shi, Wei Fan, Qiang Yang, Jiangtao Ren
2009 — conf
Universal Learning over Related Distributions and Adaptive Graph Transduction.
ECML/PKDD (2)
Erheng Zhong, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren
2008 — conf
Actively Transfer Domain Knowledge.
ECML/PKDD (2)
Xiaoxiao Shi, Wei Fan, Jiangtao Ren
2008 J jnl
Classifying Data Streams with Skewed Class Distributions and Concept Drifts.
IEEE Internet Comput.
Jing Gao, Bolin Ding, Wei Fan, Jiawei Han, Philip S. Yu
2008 A* conf
Direct mining of discriminative and essential frequent patterns via model-based search tree.
KDD
Wei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip S. Yu, Olivier Verscheure
2008 J jnl
Forecasting skewed biased stochastic ozone days: analyses, solutions and beyond.
Knowl. Inf. Syst.
Kun Zhang, Wei Fan
2008 B conf
Forward Semi-supervised Feature Selection.
PAKDD
Jiangtao Ren, Zhengyuan Qiu, Wei Fan, Hong Cheng, Philip S. Yu
2008 A* conf
Graph-Based Iterative Hybrid Feature Selection.
ICDM
Erheng Zhong, Sihong Xie, Wei Fan, Jiangtao Ren, Jing Peng, Kun Zhang
2008 A* conf
Knowledge transfer via multiple model local structure mapping.
KDD
Jing Gao, Wei Fan, Jing Jiang, Jiawei Han
2008 A conf
Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancing.
SDM
Jiangtao Ren, Xiaoxiao Shi, Wei Fan, Philip S. Yu
2007 A conf
A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions.
SDM
Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu
2007 A* conf
Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S.
VLDB
Kun-Lung Wu, Philip S. Yu, Bugra Gedik, Kirsten Hildrum, Charu C. Aggarwal, Eric Bouillet, Wei Fan, David George, Xiaohui Gu, Gang Luo, Haixun Wang
2007 A* conf
On Appropriate Assumptions to Mine Data Streams: Analysis and Practice.
ICDM
Jing Gao, Wei Fan, Jiawei Han
2007 A conf
On Sample Selection Bias and Its Efficient Correction via Model Averaging and Unlabeled Examples.
SDM
Wei Fan, Ian Davidson
2006 A* conf
A general framework for accurate and fast regression by data summarization in random decision trees.
KDD
Wei Fan, Joe McCloskey, Philip S. Yu
2006 A* conf
Discovering Unrevealed Properties of Probability Estimation Trees: On Algorithm Selection and Performance Explanation.
ICDM
Kun Zhang, Wei Fan, Bill P. Buckles, Xiaojing Yuan, Zujia Xu
2006 A* conf
Forecasting Skewed Biased Stochastic Ozone Days: Analyses and Solutions.
ICDM
Kun Zhang, Wei Fan, Xiaojing Yuan, Ian Davidson, Xiangshang Li
2006 A* conf
Reverse testing: an efficient framework to select amongst classifiers under sample selection bias.
KDD
Wei Fan, Ian Davidson
2006 — conf
When Efficient Model Averaging Out-Performs Boosting and Bagging.
PKDD
Ian Davidson, Wei Fan
2005 A* conf
An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias.
ICDM
Wei Fan, Ian Davidson, Bianca Zadrozny, Philip S. Yu
2005 A* conf
Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches.
ICDM
Wei Fan, Ed Greengrass, Joe McCloskey, Philip S. Yu, Kevin Drummey
2005 B conf
Maximizing Tree Diversity by Building Complete-Random Decision Trees.
PAKDD
Fei Tony Liu, Kai Ming Ting, Wei Fan
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
Active Mining of Data Streams.
SDM
Wei Fan, Yi-an Huang, Haixun Wang, Philip S. Yu
2004 A* conf
Decision Tree Evolution Using Limited Number of Labeled Data Items from Drifting Data Streams.
ICDM
Wei Fan, Yi-an Huang, Philip S. Yu
2004 B conf
Mining Extremely Skewed Trading Anomalies.
EDBT
Wei Fan, Philip S. Yu, Haixun Wang
2004 A* conf
On the Optimality of Probability Estimation by Random Decision Trees.
AAAI
Wei Fan
2004 A* conf
StreamMiner: A Classifier Ensemble-based Engine to Mine Concept-drifting Data Streams.
VLDB
Wei Fan
2004 A* conf
Systematic data selection to mine concept-drifting data streams.
KDD
Wei Fan
2004 J jnl
Using artificial anomalies to detect unknown and known network intrusions.
Knowl. Inf. Syst.
Wei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan
2003 A conf
Cross-Feature Analysis for Detecting Ad-Hoc Routing Anomalies.
ICDCS
Yi-an Huang, Wei Fan, Wenke Lee, Philip S. Yu
2003 A* conf
Indexing Weighted-Sequences in Large Databases.
ICDE
Haixun Wang, Chang-Shing Perng, Wei Fan, Sanghyun Park, Philip S. Yu
2003 A* conf
Inductive Learning in Less Than One Sequential Data Scan.
IJCAI
Wei Fan, Haixun Wang, Philip S. Yu, Shaw-Hwa Lo
2003 A* conf
Is random model better? On its accuracy and efficiency.
ICDM
Wei Fan, Haixun Wang, Philip S. Yu, Sheng Ma
2003 A* conf
Mining concept-drifting data streams using ensemble classifiers.
KDD
Haixun Wang, Wei Fan, Philip S. Yu, Jiawei Han
2003 — conf
ViST: A Dynamic Index Method for Querying XML Data by Tree Structures.
SIGMOD Conference
Haixun Wang, Sanghyun Park, Wei Fan, Philip S. Yu
2002 A conf
A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and Benefits.
SDM
Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo
2002 A conf
A Fully Distributed Framework for Cost-Sensitive Data Mining.
ICDCS
Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo
2002 — conf
An Index Structure for Pattern Similarity Searching in DNA Microarray Dat.
CSB
Haixun Wang, Chang-Shing Perng, Wei Fan, Philip S. Yu
2002 A* conf
Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing.
ICDM
Naoki Abe, Edwin P. D. Pednault, Haixun Wang, Bianca Zadrozny, Wei Fan, Chidanand Apté
2002 A conf
Ensemble-based Adaptive Intrusion Detection.
SDM
Wei Fan, Salvatore J. Stolfo
2002 A* conf
Progressive Modeling.
ICDM
Wei Fan, Haixun Wang, Philip S. Yu, Shaw-Hwa Lo, Salvatore J. Stolfo
2002 — conf
Pruning and Dynamic Scheduling of Cost-Sensitive Ensembles.
AAAI/IAAI
Wei Fan, Fang Chu, Haixun Wang, Philip S. Yu
2002 J jnl
Toward Cost-Sensitive Modeling for Intrusion Detection and Response.
J. Comput. Secur.
Wenke Lee, Wei Fan, Matthew Miller, Salvatore J. Stolfo, Erez Zadok
2001 J jnl
Data Mining-based Intrusion Detectors: An Overview of the Columbia IDS Project.
SIGMOD Rec.
Salvatore J. Stolfo, Wenke Lee, Philip K. Chan, Wei Fan, Eleazar Eskin
2001 J jnl
Mining System Audit Data: Opportunities and Challenges.
SIGMOD Rec.
Wenke Lee, Wei Fan
2001 A* conf
Using Artificial Anomalies to Detect Unknown and Known Network Intrusions.
ICDM
Wei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan
2000 — conf
A Multiple Model Cost-Sensitive Approach for Intrusion Detection.
ECML
Wei Fan, Wenke Lee, Salvatore J. Stolfo, Matthew Miller
1999 A* conf
AdaCost: Misclassification Cost-Sensitive Boosting.
ICML
Wei Fan, Salvatore J. Stolfo, Junxin Zhang, Philip K. Chan
1999 J jnl
Distributed data mining in credit card fraud detection.
IEEE Intell. Syst.
Philip Chan, Wei Fan, Andreas L. Prodromidis, Salvatore J. Stolfo
1999 A* conf
The Application of AdaBoost for Distributed, Scalable and On-Line Learning.
KDD
Wei Fan, Salvatore J. Stolfo, Junxin Zhang