| 2026 | AAAI | iMAD: Intelligent Multi-Agent Debate for Efficient and Accurate LLM Inference. | Wei Fan, JinYi Yoon, Bo Ji |
| 2026 | AAAI | MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion. | Haolong Xiang, Peisi Wang, Xiaolong Xu, Kun Yi, Xuyun Zhang, Quan Z. Sheng, Amin Beheshti, Wei Fan |
| 2026 | ACL | AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora. | Jiaxin Bai, Wei Fan, Qi Hu, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiao Zhou, Feng Qin, Tianshi Zheng, Xi Peng, Xin Yao, Huiwen Yang, Leijie Wu, J. I Yi, Gong Zhang, Renhai Chen, Yangqiu Song |
| 2026 | ACL | DeepPlanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping. | Wei Fan, Wenlin Yao, Zheng Li, Feng Yao, Xin Liu, Liang Qiu, Qingyu Yin, Yangqiu Song, Bing Yin |
| 2026 | ACL | LegalDrill: Diagnosis-Driven Synthesis for Legal Reasoning in Small Language Models. | Tianchun Li, Haochen Liu, Vishwa Pardeshi, Xingchen Wang, Tianci Liu, Huijun Zhao, Wei Fan, Jing Gao |
| 2026 | ACL | Do VLMs Have a Moral Backbone? A Study on the Fragile Morality of Vision-Language Models. | Zhining Liu, Tianyi Wang, Xiao Lin, Penghao Ouyang, Gaotang Li, Ze Yang, Hui Liu, Sumit Keswani, Vishwa Pardeshi, Huijun Zhao, Wei Fan, Hanghang Tong |
| 2026 | ACL | ClimAgent: LLM as Agents for Autonomous Open-ended Climate Science Analysis. | Hao Wang, Jindong Han, Wei Fan, Hao Liu |
| 2026 | ACL | SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding. | 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 |
| 2026 | WWW | CIFAD: Causal-Invariant Subspace Learning for Few-Shot Anomaly Detection on Dynamic Relational Graphs. | Yu Xiao, Haolong Xiang, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Wei Fan, Wanchun Dou |
| 2025 | AAAI | Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding. | Guangyin Bao, Qi Zhang, Zixuan Gong, Jialei Zhou, Wei Fan, Kun Yi, Usman Naseem, Liang Hu, Duoqian Miao |
| 2025 | AAAI | Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting. | Jingru Fei, Kun Yi, Wei Fan, Qi Zhang, Zhendong Niu |
| 2025 | AAAI | Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining. | Xiaozhuang Song, Yuzhao Tu, Hangting Ye, Wei Fan, Qingquan Zhang, Xiaoxue Wang, Tianshu Yu |
| 2025 | EMNLP | On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions. | Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song |
| 2025 | ICCCN | P3SL: Personalized Privacy-Preserving Split Learning on Heterogeneous Edge Devices. | Wei Fan, JinYi Yoon, Xiaochang Li, Huajie Shao, Bo Ji |
| 2025 | ICLR | DRL: Decomposed Representation Learning for Tabular Anomaly Detection. | Hangting Ye, He Zhao, Wei Fan, Mingyuan Zhou, Dandan Guo, Yi Chang |
| 2025 | ICML | De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks. | Wei Fan, Kejiang Chen, Chang Liu, Weiming Zhang, Nenghai Yu |
| 2025 | ICML | Actor-Critics Can Achieve Optimal Sample Efficiency. | Kevin Tan, Wei Fan, Yuting Wei |
| 2025 | IJCAI | RePST: Language Model Empowered Spatio-Temporal Forecasting via Semantic-Oriented Reprogramming. | Hao Wang, Jindong Han, Wei Fan, Leilei Sun, Hao Liu |
| 2025 | IJCAI | Empowering Multimodal Road Traffic Profiling with Vision Language Models and Frequency Spectrum Fusion. | Haolong Xiang, Xiaolong Xu, Guangdong Wang, Xuyun Zhang, Xiaoyong Li, Qi Zhang, Amin Beheshti, Wei Fan |
| 2025 | IJCNN | Multi-Behavior Graph Recommendation with Fusion of Sequential Information. | Chunjing Xiao, Peng Han, Ranhao Guo, Wei Fan, Lan Liu |
| 2025 | KDD | A Survey on Deep Learning based Time Series Analysis with Frequency Transformation. | Kun Yi, Qi Zhang, Wei Fan, Longbing Cao, Shoujin Wang, Hui He, Guodong Long, Liang Hu, Qingsong Wen, Hui Xiong |
| 2025 | KDD | IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting. | Wei Fan, Shun Zheng, Pengyang Wang, Rui Xie, Kun Yi, Qi Zhang, Jiang Bian, Yanjie Fu |
| 2025 | NAACL | Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory. | Haoran Li, Wei Fan, Yulin Chen, Cheng Jiayang, Tianshu Chu, Xuebing Zhou, Peizhao Hu, Yangqiu Song |
| 2025 | WCNC | A Novel 5G Key Reinstallation Attack and Defensive Strategies. | Wei Fan, Bingnan Shi, Cheng Peng |
| 2025 | WWW | Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification. | Wei Fan, Jingru Fei, Dingyu Guo, Kun Yi, Xiaozhuang Song, Haolong Xiang, Hangting Ye, Min Li |
| 2024 | ACL | PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models. | Haoran Li, Dadi Guo, Donghao Li, Wei Fan, Qi Hu, Xin Liu, Chunkit Chan, Duanyi Yao, Yuan Yao, Yangqiu Song |
| 2024 | ACL | AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation. | Zhaowei Wang, Wei Fan, Qing Zong, Hongming Zhang, Sehyun Choi, Tianqing Fang, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2024 | CSCWD | PAPnet: A Plug-and-play Virus Network for Backdoor Attack. | Rui Huang, Zongyu Guo, Qingyi Zhao, Wei Fan |
| 2024 | DASFAA | Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation. | Wei Fan, Weijia Zhang, Weiqi Wang, Yangqiu Song, Hao Liu |
| 2024 | EMNLP | NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding. | Chunkit Chan, Cheng Jiayang, Yauwai Yim, Zheye Deng, Wei Fan, Haoran Li, Xin Liu, Hongming Zhang, Weiqi Wang, Yangqiu Song |
| 2024 | EMNLP | Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction. | Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song |
| 2024 | EMNLP | GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory. | Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song |
| 2024 | ICASSP | A Saliency Enhanced Feature Fusion Based Multiscale RGB-D Salient Object Detection Network. | Rui Huang, Qingyi Zhao, Yan Xing, Sihua Gao, Weifeng Xu, Yuxiang Zhang, Wei Fan |
| 2024 | ICASSP | Cross Branch Feature Fusion Decoder for Consistency Regularization-Based Semi-Supervised Change Detection. | Yan Xing, Qi'ao Xu, Jingcheng Zeng, Rui Huang, Sihua Gao, Weifeng Xu, Yuxiang Zhang, Wei Fan |
| 2024 | ICDM | EEiF: Efficient Isolated Forest with e Branches for Anomaly Detection. | Yifan Zhang, Haolong Xiang, Xuyun Zhang, Xiaolong Xu, Wei Fan, Qin Zhang, Lianyong Qi |
| 2024 | ICLR | PTaRL: Prototype-based Tabular Representation Learning via Space Calibration. | Hangting Ye, Wei Fan, Xiaozhuang Song, Shun Zheng, He Zhao, Dandan Guo, Yi Chang |
| 2024 | ICML | MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization. | Yu Zhang, Qi Zhang, Zixuan Gong, Yiwei Shi, Yepeng Liu, Duoqian Miao, Yang Liu, Ke Liu, Kun Yi, Wei Fan, Liang Hu, Changwei Wang |
| 2024 | IJCAI | Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting. | Wei Fan, Kun Yi, Hangting Ye, Zhiyuan Ning, Qi Zhang, Ning An |
| 2024 | IJCAI | Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows. | Xuanming Hu, Wei Fan, Haifeng Chen, Pengyang Wang, Yanjie Fu |
| 2024 | IJCAI | FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization. | Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Pengyang Wang, Li Li, Pengfei Wang, Yuanchun Zhou |
| 2024 | IJCAI | HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis. | Zhuojia Wu, Qi Zhang, Duoqian Miao, Kun Yi, Wei Fan, Liang Hu |
| 2024 | IJCAI | Decoupled Invariant Attention Network for Multivariate Time-series Forecasting. | Haihua Xu, Wei Fan, Kun Yi, Pengyang Wang |
| 2024 | IROS | HPHS: Hierarchical Planning based on Hybrid Frontier Sampling for Unknown Environments Exploration. | Shijun Long, Ying Li, Chenming Wu, Bin Xu, Wei Fan |
| 2024 | SDM | Dual-stage Flows-based Generative Modeling for Traceable Urban Planning. | Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu |
| 2023 | AAAI | Background-Mixed Augmentation for Weakly Supervised Change Detection. | Rui Huang, Ruofei Wang, Qing Guo, Jieda Wei, Yuxiang Zhang, Wei Fan, Yang Liu |
| 2023 | AAAI | Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting. | Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu |
| 2023 | CIKM | CLSPRec: Contrastive Learning of Long and Short-term Preferences for Next POI Recommendation. | Chenghua Duan, Wei Fan, Wei Zhou, Hu Liu, Junhao Wen |
| 2023 | CSCWD | Multi-scale Convolutional Feature Approximation for Defocus Blur Detection. | Rui Huang, Huan Lu, Yan Xing, Wei Fan |
| 2023 | DASFAA | A Raft Variant for Permissioned Blockchain. | Zheming Ye, Xing Tong, Wei Fan, Zhao Zhang, Cheqing Jin |
| 2023 | EMNLP | Multi-step Jailbreaking Privacy Attacks on ChatGPT. | Haoran Li, Dadi Guo, Wei Fan, Mingshi Xu, Jie Huang, Fanpu Meng, Yangqiu Song |
| 2023 | ICASSP | ScaleMix: Intra- And Inter-Layer Multiscale Feature Combination for Change Detection. | Rui Huang, Qingyi Zhao, Ruofei Wang, Caihua Liu, Sihua Gao, Yuxiang Zhang, Wei Fan |
| 2023 | ICDM | Boosting Urban Prediction via Addressing Spatial-Temporal Distribution Shift. | Xuanming Hu, Wei Fan, Kun Yi, Pengfei Wang, Yuanbo Xu, Yanjie Fu, Pengyang Wang |
| 2023 | IJCNN | Learnable Query Guided Representation Learning for Treatment Effect Estimation. | Chenchen Fan, Yixin Wang, Yahong Zhang, Wenli Ouyang, Sheng Shi, Wei Fan, Jianping Fan |
| 2023 | ISCC | Dynamic PBFT with Active Removal. | Yulun Wu, Zhujun Zhang, Dali Zhu, Wei Fan |
| 2023 | PRICAI | Byzantine-Robust Federated Learning via Server-Side Mixtue of Experts. | Xiangyu Fan, Zheyuan Shen, Wei Fan, Keke Yang, Jing Li |
| 2023 | WCNC | A Novel Approach based on Improved Naive Bayes for 5G Air Interface DDoS Detection. | Cheng Peng, Wei Fan, Weiqing Huang, Dali Zhu |
| 2023 | SRDS | Stretch-BFT: Workload-Adaptive and Stretchable Consensus Protocol for Permissioned Blockchain. | Xing Tong, Zhao Zhang, Cheqing Jin, Wei Fan, Yanqin Yang, Aoying Zhou |
| 2022 | DASFAA | A Dynamic Heterogeneous Graph Perception Network with Time-Based Mini-Batch for Information Diffusion Prediction. | Wei Fan, Meng Liu, Yong Liu |
| 2022 | EMNLP | TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction. | Yizhi Li, Wei Fan, Chao Liu, Chenghua Lin, Jiang Qian |
| 2022 | GLOBECOM | A2G Channel Measurement and Characterization via TNN for UAV Multi-Scenario Communications. | Kai Mao, Qiuming Zhu, Fuqiao Duan, Yanheng Qiu, Maozhong Song, Wei Fan, Yang Miao |
| 2022 | ICDM | Multi-Graph Convolutional Recurrent Network for Fine-Grained Lane-Level Traffic Flow Imputation. | Jingci Ming, Le Zhang, Wei Fan, Weijia Zhang, Yu Mei, Weicen Ling, Hui Xiong |
| 2022 | ICLR | DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting. | Wei Fan, Shun Zheng, Xiaohan Yi, Wei Cao, Yanjie Fu, Jiang Bian, Tie-Yan Liu |
| 2022 | IJCAI | Feature and Instance Joint Selection: A Reinforcement Learning Perspective. | Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu |
| 2022 | SMC | Dynamic and Preemptive Task Offloading in Edge-cloud Computing Systems. | Kexin Ding, Jie Zhu, Wei Fan |
| 2022 | SMC | An Improved Task Duplication based Clustering Algorithm for DAG Task Scheduling in Heterogenous and Distributed Systems. | Wei Fan, Jie Zhu, Kexin Ding |
| 2022 | WACV | MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution. | Chenyu You, Lianyi Han, Aosong Feng, Ruihan Zhao, Hui Tang, Wei Fan |
| 2022 | UIC | Modeling Behavior and Attribute feedback based Flight Recommendation for Dynamic Pricing. | Chunjing Xiao, Xinyang Shi, Wei Fan, Xiang Wu, Lishun Zeng |
| 2021 | AAAI | Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention. | Zhiqi Huang, Fenglin Liu, Xian Wu, Shen Ge, Helin Wang, Wei Fan, Yuexian Zou |
| 2021 | AAAI | U-BERT: Pre-training User Representations for Improved Recommendation. | Zhaopeng Qiu, Xian Wu, Jingyue Gao, Wei Fan |
| 2021 | CVPR | Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation. | Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou |
| 2021 | DASFAA | SQL-Middleware: Enabling the Blockchain with SQL. | Xing Tong, Haibo Tang, Nan Jiang, Wei Fan, Yichen Gao, Sijia Deng, Zhao Zhang, Cheqing Jin, Yingjie Yang, Gang Qin |
| 2021 | EMNLP | Multiplex Graph Neural Network for Extractive Text Summarization. | Baoyu Jing, Zeyu You, Tao Yang, Wei Fan, Hanghang Tong |
| 2021 | GLOBECOM | Multipath Fading Channel Modeling with Aerial Intelligent Reflecting Surface. | Zhangfeng Ma, Bo Ai, Ruisi He, Changzhu Liu, Ning Wang, Mi Yang, Zhangdui Zhong, Wei Fan |
| 2021 | ICDM | Fair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance. | Wei Fan, Kunpeng Liu, Rui Xie, Hao Liu, Hui Xiong, Yanjie Fu |
| 2021 | ICRA | Test-Time Training for Deformable Multi-Scale Image Registration. | Wentao Zhu, Yufang Huang, Daguang Xu, Zhen Qian, Wei Fan, Xiaohui Xie |
| 2021 | PIMRC | Sub-THz VNA-based Channel Sounder Structure and Channel Measurements at 100 and 300 GHz. | Yejian Lyu, Pekka Kysti, Wei Fan |
| 2021 | SIGIR | Medical Triage Chatbot Diagnosis Improvement via Multi-relational Hyperbolic Graph Neural Network. | Zheng Liu, Xiaohan Li, Zeyu You, Tao Yang, Wei Fan, Philip S. Yu |
| 2021 | SDM | AutoGFS: Automated Group-based Feature Selection via Interactive Reinforcement Learning. | Wei Fan, Kunpeng Liu, Hao Liu, Ahmad Hariri, Dejing Dou, Yanjie Fu |
| 2020 | AAAI | Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract). | Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos |
| 2020 | AAAI | Federated Learning for Vision-and-Language Grounding Problems. | Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou |
| 2020 | AAAI | PSENet: Psoriasis Severity Evaluation Network. | Yi Li, Zhe Wu, Shuang Zhao, Xian Wu, Yehong Kuang, Yangtian Yan, Shen Ge, Kai Wang, Wei Fan, Xiang Chen, Yong Wang |
| 2020 | AAAI | On the Generation of Medical Question-Answer Pairs. | Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan |
| 2020 | AAAI | Shape-Aware Organ Segmentation by Predicting Signed Distance Maps. | Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang |
| 2020 | AAAI | Object-Guided Instance Segmentation for Biological Images. | Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan |
| 2020 | CBMS | Fully-Automated Analysis of Scoliosis from Spinal X-Ray Images. | Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael Kai Tsun To, Zhen Qian, Demetri Terzopoulos |
| 2020 | COLING | Automatic Distractor Generation for Multiple Choice Questions in Standard Tests. | Zhaopeng Qiu, Xian Wu, Wei Fan |
| 2020 | DATE | Q-learning Based Backup for Energy Harvesting Powered Embedded Systems. | Wei Fan, Yujie Zhang, Weining Song, Mengying Zhao, Zhaoyan Shen, Zhiping Jia |
| 2020 | ICDM | AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning. | Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu |
| 2020 | ICDM | Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent. | Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu |
| 2020 | ICMLA | Partly Supervised Multi-Task Learning. | Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos |
| 2020 | IJCAI | Entity Synonym Discovery via Multipiece Bilateral Context Matching. | Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu |
| 2020 | ICPR | Kernel-based LIME with feature dependency sampling. | Sheng Shi, Yangzhou Du, Wei Fan |
| 2020 | WWW | Crowd Teaching with Imperfect Labels. | Yao Zhou, Arun Reddy Nelakurthi, Ross Maciejewski, Wei Fan, Jingrui He |
| 2020 | SIGIR | MHM: Multi-modal Clinical Data based Hierarchical Multi-label Diagnosis Prediction. | Zhi Qiao, Zhen Zhang, Xian Wu, Shen Ge, Wei Fan |
| 2020 | WACV | DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation. | Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Wei Fan, Xiaohui Xie |
| 2020 | WACV | Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation. | Yifei Chen, Haoyu Ma, Deying Kong, Xiangyi Yan, Jianbao Wu, Wei Fan, Xiaohui Xie |
| 2020 | TrustCom | QPBFT: Practical Byzantine Fault Tolerance Consensus Algorithm Based on Quantified-role. | Zhujun Zhang, Dali Zhu, Wei Fan |
| 2020 | SIGdial | Commonsense Evidence Generation and Injection in Reading Comprehension. | Ye Liu, Tao Yang, Zeyu You, Wei Fan, Philip S. Yu |
| 2019 | AAAI | Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering. | Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen |
| 2019 | ACL | Multi-grained Named Entity Recognition. | Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip S. Yu |
| 2019 | ACL | Joint Slot Filling and Intent Detection via Capsule Neural Networks. | Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu |
| 2019 | BMVC | TAGAN: Tonality Aligned Generative Adversarial Networks for Realistic Hand Pose Synthesis. | Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Yen-Yu Lin, Xiaohui Xie, Wei Fan |
| 2019 | CIKM | MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data. | Yang Deng, Yaliang Li, Ying Shen, Nan Du, Wei Fan, Min Yang, Kai Lei |
| 2019 | CIKM | Question Difficulty Prediction for Multiple Choice Problems in Medical Exams. | Zhaopeng Qiu, Xian Wu, Wei Fan |
| 2019 | IJCAI | MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction. | Zhi Qiao, Xian Wu, Shen Ge, Wei Fan |
| 2019 | KSEM | A Novel Method for Highly Imbalanced Classification with Weighted Support Vector Machine. | Biao Qi, Jianguo Jiang, Zhixin Shi, Meimei Li, Wei Fan |
| 2019 | PAKDD | Extracting Keyphrases from Research Papers Using Word Embeddings. | Wei Fan, Huan Liu, Suge Wang, Yuxiang Zhang, Yaocheng Chang |
| 2019 | PRICAI | Predicting Scientific Impact via Heterogeneous Academic Network Embedding. | Chunjing Xiao, Jianing Han, Wei Fan, Senzhang Wang, Rui Huang, Yuxiang Zhang |
| 2019 | PRICAI | A Better Understanding of the Interaction Between Users and Items by Knowledge Graph Learning for Temporal Recommendation. | Chunjing Xiao, Cong Xie, Shuyan Cao, Yuxiang Zhang, Wei Fan, Hongjun Heng |
| 2019 | VTC | Comparisons of Channel Emulation Methods for State-of-the-Art Multi-Probe Anechoic Chamber Based Millimeter-Wave Over-the-Air Testing. | Huiling Pei, Xiaoming Chen, Wei Fan, Ming Zhang, Anxue Zhang, Tommy Svensson |
| 2019 | WWW | MCVAE: Margin-based Conditional Variational Autoencoder for Relation Classification and Pattern Generation. | Fenglong Ma, Yaliang Li, Chenwei Zhang, Jing Gao, Nan Du, Wei Fan |
| 2018 | COLING | Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge. | Yang Deng, Ying Shen, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei |
| 2018 | COLING | Cooperative Denoising for Distantly Supervised Relation Extraction. | Kai Lei, Daoyuan Chen, Yaliang Li, Nan Du, Min Yang, Wei Fan, Ying Shen |
| 2018 | GLOBECOM | Emulating UAV Air-to-Ground Radio Channel in Multi-Probe Anechoic Chamber. | Yang Miao, Wei Fan, Jos Rodrguez-Pieiro, Xuefeng Yin, Yi Gong |
| 2018 | ICASSP | A Diverse Large-Scale Dataset for Evaluating Rebroadcast Attacks. | Shruti Agarwal, Wei Fan, Hany Farid |
| 2018 | ICDM | IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy. | Ying Shen, Yang Deng, Jin Zhang, Yaliang Li, Nan Du, Wei Fan, Min Yang, Kai Lei |
| 2018 | KDD | On the Generative Discovery of Structured Medical Knowledge. | Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu |
| 2018 | KDD | SPARC: Self-Paced Network Representation for Few-Shot Rare Category Characterization. | Dawei Zhou, Jingrui He, Hongxia Yang, Wei Fan |
| 2018 | PAKDD | Local Graph Clustering by Multi-network Random Walk with Restart. | Yaowei Yan, Dongsheng Luo, Jingchao Ni, Hongliang Fei, Wei Fan, Xiong Bill Yu, John Yen, Xiang Zhang |
| 2018 | PIMRC | Characterization of Human Body Shadowing in Measured Millimeter-wave Indoor Channels. | Allan Wainaina Mbugua, Kentaro Saito, Fengchun Zhang, Wei Fan |
| 2018 | SIGIR | Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs. | Ying Shen, Yang Deng, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei |
| 2018 | WACV | DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification. | Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie |
| 2017 | CIS | An Implementation of Trojan Side-Channel with a Masking Scheme. | Wenlin Meng, Wenfeng Zhu, Chi Zhang, Junrong Liu, Zheng Guo, Dawu Gu, Wei Fan, Haifeng Zhang, Yidong Yuan |
| 2017 | ICDE | Cross-Network Clustering and Cluster Ranking for Medical Diagnosis. | Jingchao Ni, Hongliang Fei, Wei Fan, Xiang Zhang |
| 2017 | ICDM | Automated Medical Diagnosis by Ranking Clusters Across the Symptom-Disease Network. | Jingchao Ni, Hongliang Fei, Wei Fan, Xiang Zhang |
| 2017 | ICDM | iNEAT: Incomplete Network Alignment. | Si Zhang, Hanghang Tong, Jie Tang, Jiejun Xu, Wei Fan |
| 2017 | KDD | Extremely Fast Decision Tree Mining for Evolving Data Streams. | Albert Bifet, Jiajin Zhang, Wei Fan, Cheng He, Jianfeng Zhang, Jianfeng Qian, Geoff Holmes, Bernhard Pfahringer |
| 2017 | MICCAI | Lesion Detection and Grading of Diabetic Retinopathy via Two-Stages Deep Convolutional Neural Networks. | Yehui Yang, Tao Li, Wensi Li, Haishan Wu, Wei Fan, Wensheng Zhang |
| 2017 | WSDM | Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts. | Yaliang Li, Nan Du, Chaochun Liu, Yusheng Xie, Wei Fan, Qi Li, Jing Gao, Huan Sun |
| 2017 | SDM | CSTG: An Effective Framework for Cost-sensitive Sparse Online Learning. | Zhong Chen, Zhide Fang, Wei Fan, Andrea Edwards, Kun Zhang |
| 2017 | SDM | Pruning Decision Trees via Max-Heap Projection. | Zhi Nie, Binbin Lin, Shuai Huang, Naren Ramakrishnan, Wei Fan, Jieping Ye |
| 2016 | CCS | SPLM: Security Protection of Live Virtual Machine Migration in Cloud Computing. | Degang Sun, Jie Zhang, Wei Fan, Tingting Wang, Chao Liu, Wei-qing Huang |
| 2016 | CIKM | Multi-source Hierarchical Prediction Consolidation. | Chenwei Zhang, Sihong Xie, Yaliang Li, Jing Gao, Wei Fan, Philip S. Yu |
| 2016 | DAS | Globally Optimal Text Line Extraction Based on K-Shortest Paths Algorithm. | Liuan Wang, Seiichi Uchida, Wei Fan, Jun Sun |
| 2016 | DC | A Survey of Metadata Use for Publishing Open Government Data in China. | Li Yuan, Wei Fan |
| 2016 | ICDM | Augmented LSTM Framework to Construct Medical Self-Diagnosis Android. | Chaochun Liu, Huan Sun, Nan Du, Shulong Tan, Hongliang Fei, Wei Fan, Tao Yang, Hao Wu, Yaliang Li, Chenwei Zhang |
| 2016 | ICDM | Self-Grouping Multi-network Clustering. | Jingchao Ni, Wei Cheng, Wei Fan, Xiang Zhang |
| 2016 | ICFHR | Cascading Training for Relaxation CNN on Handwritten Character Recognition. | Li Chen, Song Wang, Wei Fan, Jun Sun, Satoshi Naoi |
| 2016 | ICFHR | Deep Knowledge Training and Heterogeneous CNN for Handwritten Chinese Text Recognition. | Song Wang, Li Chen, Liang Xu, Wei Fan, Jun Sun, Satoshi Naoi |
| 2016 | ICFHR | An HMM-based Over-Segmentation Method for Touching Chinese Handwriting Recognition. | Liang Xu, Wei Fan, Jun Sun, Satoshi Naoi |
| 2016 | ICICS | Research on Security Algorithm of Virtual Machine Live Migration for KVM Virtualization System. | Wei Fan, Zhujun Zhang, Tingting Wang, Bo Hu, Sihan Qing, Degang Sun |
| 2016 | ICIP | Automatic character labeling for camera captured document images. | Wei Fan, Koichi Kise, Masakazu Iwamura |
| 2016 | ICIP | Forensic detection of inverse tone mapping in HDR images. | Wei Fan, Giuseppe Valenzise, Francesco Banterle, Frdric Dufaux |
| 2016 | ICIP | A knowledge-based table recognition method for Chinese bank statement images. | Liang Xu, Wei Fan, Jun Sun, Xin Li, Satoshi Naoi |
| 2016 | ICPR | Character region segmentation based on Stroke Stable Regions. | Hong Shang, Liuan Wang, Tanaka Hiroshi, Wei Fan, Jun Sun, Satoshi Naoi |
| 2016 | IGARSS | Discussion on sea ice segmentation of high resolution radar data. | Xiaoyan Dang, Yumei Wu, Wei Fan, Shengmao Zhang |
| 2016 | KDD | Mining Reliable Information from Passively and Actively Crowdsourced Data. | Jing Gao, Qi Li, Bo Zhao, Wei Fan, Jiawei Han |
| 2016 | KDD | QUINT: On Query-Specific Optimal Networks. | Liangyue Li, Yuan Yao, Jie Tang, Wei Fan, Hanghang Tong |
| 2016 | KDD | IoT Big Data Stream Mining. | Gianmarco De Francisci Morales, Albert Bifet, Latifur Khan, Joo Gama, Wei Fan |
| 2016 | PIMRC | Ultrawideband VNA based channel sounding system for centimetre and millimetre wave bands. | Johannes Hejselbaek, Wei Fan, Gert Frlund Pedersen |
| 2016 | PIMRC | Evaluation of massive MIMO systems using time-reversal beamforming technique. | Marie Mbeutcha, Wei Fan, Johannes Hejselbaek, Gert Frlund Pedersen |
| 2016 | VTC | Generating Spatial Channel Models in Multi-Probe Anechoic Chamber Setups. | Wei Fan, Pekka Kysti, Jukka-Pekka Nuutinen, Alex Oliveras Martinez, Jesper dum Nielsen, Gert Frlund Pedersen |
| 2016 | WWW | Mining User Intentions from Medical Queries: A Neural Network Based Heterogeneous Jointly Modeling Approach. | Chenwei Zhang, Wei Fan, Nan Du, Philip S. Yu |
| 2016 | SDM | Untitled record | Liangyue Li, Hanghang Tong, Jie Tang, Wei Fan |
| 2016 | SDM | Effective Crowd Expertise Modeling via Cross Domain Sparsity and Uncertainty Reduction. | Sihong Xie, Qingbo Hu, Weixiang Shao, Jingyuan Zhang, Jing Gao, Wei Fan, Philip S. Yu |
| 2015 | ICDAR | Reconstruction combined training for convolutional neural networks on character recognition. | Li Chen, Song Wang, Wei Fan, Jun Sun, Satoshi Naoi |
| 2015 | ICDAR | Deep learning based language and orientation recognition in document analysis. | Li Chen, Song Wang, Wei Fan, Jun Sun, Satoshi Naoi |
| 2015 | ICDAR | Seamless stitching with shape deformation for historical document images. | Wei Liu, Wei Fan, Li Chen, Jun Sun, Satoshi Naoi |
| 2015 | ICDAR | Text line extraction in document images. | Liuan Wang, Wei Fan, Jun Sun, Satoshi Naoi, Tanaka Hiroshi |
| 2015 | ICDE | VENUS: Vertex-centric streamlined graph computation on a single PC. | Jiefeng Cheng, Qin Liu, Zhenguo Li, Wei Fan, John C. S. Lui, Cheng He |
| 2015 | ICDE | Piecewise linear approximation of streaming time series data with max-error guarantees. | Ge Luo, Ke Yi, Siu-Wing Cheng, Zhenguo Li, Wei Fan, Cheng He, Yadong Mu |
| 2015 | ICDM | StreamDM: Advanced Data Mining in Spark Streaming. | Albert Bifet, Silviu Maniu, Jianfeng Qian, Guangjian Tian, Cheng He, Wei Fan |
| 2015 | ICIN | Overlapping community structure detection in multi-online social networks. | Wei Fan, Kai-Hau Yeung, Wenjie Fan |
| 2015 | ISCC | A spectrum efficient polarized OFDM scheme for wireless depolarized channel. | Dong Wei, Meng Zhang, Wei Fan, Wei-qing Huang |
| 2015 | KDD | Facets: Fast Comprehensive Mining of Coevolving High-order Time Series. | Yongjie Cai, Hanghang Tong, Wei Fan, Ping Ji, Qing He |
| 2015 | KDD | Preface. | Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu |
| 2015 | KDD | On the Discovery of Evolving Truth. | Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han |
| 2015 | KDD | Flexible and Robust Multi-Network Clustering. | Jingchao Ni, Hanghang Tong, Wei Fan, Xiang Zhang |
| 2015 | KDD | Random Decision Hashing for Massive Data Learning. | Xiatian Zhang, Wei Fan, Nan Du |
| 2015 | TrustCom | A Near Field Communication(NFC) Security Model Based on OSI Reference Model. | Wei Fan, Wei-qing Huang, Zhujun Zhang, Ye Wang, Degang Sun |
| 2015 | SDM | Fast Mining of a Network of Coevolving Time Series. | Yongjie Cai, Hanghang Tong, Wei Fan, Ping Ji |
| 2015 | SDM | OnlineCM: Real-time Consensus Classification with Missing Values. | Bowen Dong, Sihong Xie, Jing Gao, Wei Fan, Philip S. Yu |
| 2015 | SDM | Frameworks to Encode User Preferences for Inferring Topic-sensitive Information Networks. | Qingbo Hu, Sihong Xie, Shuyang Lin, Wei Fan, Philip S. Yu |
| 2015 | SDM | Untitled record | Liangyue Li, Hanghang Tong, Yanghua Xiao, Wei Fan |
| 2015 | SDM | Believe It Today or Tomorrow? Detecting Untrustworthy Information from Dynamic Multi-Source Data. | Houping Xiao, Yaliang Li, Jing Gao, Fei Wang, Liang Ge, Wei Fan, Long H. Vu, Deepak S. Turaga |
| 2014 | CVPR | Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification. | Yadong Mu, Gang Hua, Wei Fan, Shih-Fu Chang |
| 2014 | DocEng | Paper stitching using maximum tolerant seam under local distortions. | Wei Fan, Jun Sun, Satoshi Naoi |
| 2014 | DSN | SAND: A Fault-Tolerant Streaming Architecture for Network Traffic Analytics. | Qin Liu, John C. S. Lui, Cheng He, Lujia Pan, Wei Fan, Yunlong Shi |
| 2014 | ICDM | RS-Forest: A Rapid Density Estimator for Streaming Anomaly Detection. | Ke Wu, Kun Zhang, Wei Fan, Andrea Edwards, Philip S. Yu |
| 2014 | ICFHR | Handwritten Character Recognition by Alternately Trained Relaxation Convolutional Neural Network. | Chunpeng Wu, Wei Fan, Yuan He, Jun Sun, Satoshi Naoi |
| 2014 | ICIP | Countering anti-forensics to wavelet-based compression. | Meijuan Wang, Zhenyong Chen, Wei Fan, Zhang Xiong |
| 2014 | ICML | Rank-One Matrix Pursuit for Matrix Completion. | Zheng Wang, Ming-Jun Lai, Zhaosong Lu, Wei Fan, Hasan Davulcu, Jieping Ye |
| 2014 | ICML | A Highly Scalable Parallel Algorithm for Isotropic Total Variation Models. | Jie Wang, Qingyang Li, Sen Yang, Wei Fan, Peter Wonka, Jieping Ye |
| 2014 | ICPR | Fast and Accurate Text Detection in Natural Scene Images with User-Intention. | Liuan Wang, Wei Fan, Yuan He, Jun Sun, Yutaka Katsuyama, Yoshinobu Hotta |
| 2014 | KDD | Preface. | Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu |
| 2014 | KDD | Efficient multi-task feature learning with calibration. | Pinghua Gong, Jiayu Zhou, Wei Fan, Jieping Ye |
| 2014 | KDD | Inside the atoms: ranking on a network of networks. | Jingchao Ni, Hanghang Tong, Wei Fan, Xiang Zhang |
| 2014 | KDD | Class-distribution regularized consensus maximization for alleviating overfitting in model combination. | Sihong Xie, Jing Gao, Wei Fan, Deepak S. Turaga, Philip S. Yu |
| 2014 | KDD | Supervised deep learning with auxiliary networks. | Junbo Zhang, Guangjian Tian, Yadong Mu, Wei Fan |
| 2014 | PRICAI | A Fast and Robust Multi-color Object Detection Method with Application to Color Chart Detection. | Song Wang, Akihiro Minagawa, Wei Fan, Jun Sun, Liang Xu |
| 2014 | SIGMOD | Resolving conflicts in heterogeneous data by truth discovery and source reliability estimation. | Qi Li, Yaliang Li, Jing Gao, Bo Zhao, Wei Fan, Jiawei Han |
| 2014 | SIGMOD | OceanRT: real-time analytics over large temporal data. | Shiming Zhang, Yin Yang, Wei Fan, Liang Lan, Mingxuan Yuan |
| 2014 | SDM | Large-Scale Multi-Label Learning with Incomplete Label Assignments. | Xiangnan Kong, Zhaoming Wu, Li-Jia Li, Ruofei Zhang, Philip S. Yu, Hang Wu, Wei Fan |
| 2014 | SDM | Classifying Imbalanced Data Streams via Dynamic Feature Group Weighting with Importance Sampling. | Ke Wu, Andrea Edwards, Wei Fan, Jing Gao, Kun Zhang |
| 2014 | SDM | Adaptive User Distance Modeling in Social Media. | Erheng Zhong, Wei Fan, Qiang Yang |
| 2013 | AINA | Improvements the Seccomp Sandbox Based on PBE Theory. | Bo Ma, Dejun Mu, Wei Fan, Wei Hu |
| 2013 | ICASSP | A variational approach to JPEG anti-forensics. | Wei Fan, Kai Wang, Franois Cayre, Zhang Xiong |
| 2013 | ICDM | NIM: Scalable Distributed Stream Process System on Mobile Network Data. | Lujia Pan, Jianfeng Qian, Caifeng He, Wei Fan, Cheng He, Fan Yang |
| 2013 | ICDM | Multilabel Consensus Classification. | Sihong Xie, Xiangnan Kong, Jing Gao, Wei Fan, Philip S. Yu |
| 2013 | ICIP | Text detection in natural scene images with user-intention. | Liuan Wang, Yutaka Katsuyama, Wei Fan, Yuan He, Jun Sun, Yoshinobu Hotta |
| 2013 | ICML | Joint Transfer and Batch-mode Active Learning. | Rita Chattopadhyay, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye |
| 2013 | IJCAI | NIM: Scalable Distributed Stream Processing System on Mobile Network Data. | Wei Fan |
| 2013 | KDD | Multi-source learning with block-wise missing data for Alzheimer's disease prediction. | Shuo Xiang, Lei Yuan, Wei Fan, Yalin Wang, Paul M. Thompson, Jieping Ye |
| 2013 | KDD | An efficient ADMM algorithm for multidimensional anisotropic total variation regularization problems. | Sen Yang, Jie Wang, Wei Fan, Xiatian Zhang, Peter Wonka, Jieping Ye |
| 2013 | KDD | Modeling the dynamics of composite social networks. | Erheng Zhong, Wei Fan, Yin Zhu, Qiang Yang |
| 2013 | MVA | Monocular Vision Based Relative Depth Estimation for Hand Gesture Recognition. | Wei Fan, Li Chen, Wei Liu, Yuan He, Jun Sun, Shutao Li |
| 2013 | MVA | Collaborated Directional Chamfer Matching for 3D Hand Pose Estimation. | Wei Liu, Wei Fan, Yuan He, Jun Sun, Akihiro Minagawa, Yoshinobu Hotta |
| 2013 | VTC | Channel Verification Results for the SCME Models in a Multi-Probe Based MIMO OTA Setup. | Wei Fan, Xavier Carreo, Jagjit S. Ashta, Jesper dum Nielsen, Gert Frlund Pedersen, Mikael B. Knudsen |
| 2013 | VTC | 3D Channel Model Emulation in a MIMO OTA Setup. | Wei Fan, Pekka Kysti, Sun Fan, Jesper dum Nielsen, Xavier Carreo, Gert Frlund Pedersen, Mikael B. Knudsen |
| 2013 | SDM | Dynamic Shaker Detection from Evolving Entities. | Wei Fan, Xiaoxiao Shi, Philip S. Yu |
| 2012 | AAAI | Sembler: Ensembling Crowd Sequential Labeling for Improved Quality. | Xian Wu, Wei Fan, Yong Yu |
| 2012 | CIKM | A general framework to encode heterogeneous information sources for contextual pattern mining. | Weishan Dong, Wei Fan, Lei Shi, Changjin Zhou, Xifeng Yan |
| 2012 | DAS | Local Consistency Constrained Adaptive Neighbor Embedding for Text Image Super-Resolution. | Wei Fan, Jun Sun, Satoshi Naoi, Akihiro Minagawa, Yoshinobu Hotta |
| 2012 | DASFAA | Tutorial: Data Stream Mining and Its Applications. | Latifur Khan, Wei Fan |
| 2012 | ICDM | Estimating Local Information Trustworthiness via Multi-source Joint Matrix Factorization. | Liang Ge, Jing Gao, Xiao Yu, Wei Fan, Aidong Zhang |
| 2012 | ICPR | Cascaded heterogeneous convolutional neural networks for handwritten digit recognition. | Chunpeng Wu, Wei Fan, Yuan He, Jun Sun, Satoshi Naoi |
| 2012 | IPAS | Hybrid gesture recognition system for short-range use. | Akihiro Minagawa, Wei Fan, Yutaka Katsuyama, Hiroaki Takebe, Noriaki Ozawa, Yoshinobu Hotta, Jun Sun |
| 2012 | KDD | Batch mode active sampling based on marginal probability distribution matching. | Rita Chattopadhyay, Zheng Wang, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye |
| 2012 | KDD | ComSoc: adaptive transfer of user behaviors over composite social network. | Erheng Zhong, Wei Fan, Junwei Wang, Lei Xiao, Yong Li |
| 2012 | VTC | Measurement Verification of Plane Wave Synthesis Technique Based on Multi-Probe MIMO-OTA Setup. | Wei Fan, Xavier Carreo, Jesper dum Nielsen, Kim Olesen, Mikael B. Knudsen, Gert Frlund Pedersen |
| 2012 | WWW | A framework to represent and mine knowledge evolution from Wikipedia revisions. | Xian Wu, Wei Fan, Meilun Sheng, Li Zhang, Xiaoxiao Shi, Zhong Su, Yong Yu |
| 2012 | SDM | An Iterative and Re-weighting Framework for Rejection and Uncertainty Resolution in Crowdsourcing. | Sihong Xie, Wei Fan, Philip S. Yu |
| 2012 | SDM | Contextual Collaborative Filtering via Hierarchical Matrix Factorization. | Erheng Zhong, Wei Fan, Qiang Yang |
| 2011 | CIKM | Connecting users with similar interests via tag network inference. | Xufei Wang, Huan Liu, Wei Fan |
| 2011 | ICDM | A Spectral Framework for Detecting Inconsistency across Multi-source Object Relationships. | Jing Gao, Wei Fan, Deepak S. Turaga, Srinivasan Parthasarathy, Jiawei Han |
| 2011 | INFOCOM | Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection. | Jing Gao, Wei Fan, Deepak S. Turaga, Olivier Verscheure, Xiaoqiao Meng, Lu Su, Jiawei Han |
| 2011 | KDD | Multi-source domain adaptation and its application to early detection of fatigue. | Rita Chattopadhyay, Jieping Ye, Sethuraman Panchanathan, Wei Fan, Ian Davidson |
| 2011 | KDD | Dual active feature and sample selection for graph classification. | Xiangnan Kong, Wei Fan, Philip S. Yu |
| 2011 | KDD | Discovering shakers from evolving entities via cascading graph inference. | Xiaoxiao Shi, Wei Fan, Jianping Zhang, Philip S. Yu |
| 2011 | SDM | Chernoff Dimensionality Reduction-Where Fisher Meets FKT. | Jing Peng, Guna Seetharaman, Stefan A. Robila, Aparna S. Varde, Wei Fan |
| 2010 | ICARCV | Study on the structure and control of a dexterous hand. | Hao Liu, Tao Wang, Wei Fan, Tong Zhao |
| 2010 | ICDM | Efficient Semi-supervised Spectral Co-clustering with Constraints. | Xiaoxiao Shi, Wei Fan, Philip S. Yu |
| 2010 | ICDM | Transfer Learning on Heterogenous Feature Spaces via Spectral Transformation. | Xiaoxiao Shi, Qi Liu, Wei Fan, Philip S. Yu, Ruixin Zhu |
| 2010 | ICNC | Cumulonimbus forecasting based on rough set and artificial immune algorithm. | Qin Wang, Wei Fan |
| 2010 | KDD | On community outliers and their efficient detection in information networks. | Jing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Sun, Jiawei Han |
| 2010 | KDD | The next generation of transportation systems, greenhouse emissions, and data mining. | Hillol Kargupta, Joo Gama, Wei Fan |
| 2010 | SMC | Analysis of Chernoff criterion for linear dimensionality reduction. | Jing Peng, Stefan A. Robila, Wei Fan, Guna Seetharaman |
| 2010 | SDM | Generalized and Heuristic-Free Feature Construction for Improved Accuracy. | Wei Fan, Erheng Zhong, Jing Peng, Olivier Verscheure, Kun Zhang, Jiangtao Ren, Rong Yan, Qiang Yang |
| 2010 | SDM | Predictive Modeling with Heterogeneous Sources. | Xiaoxiao Shi, Qi Liu, Wei Fan, Qiang Yang, Philip S. Yu |
| 2010 | SDM | Multi-label Classification without the Multi-label Cost. | Xiatian Zhang, Quan Yuan, Shiwan Zhao, Wei Fan, Wentao Zheng, Zhong Wang |
| 2009 | CIKM | Heterogeneous cross domain ranking in latent space. | Bo Wang, Jie Tang, Wei Fan, Songcan Chen, Zi Yang, Yanzhu Liu |
| 2009 | DC | A Semantic MediaWiki-Empowered Terminology Registry. | Qing Zou, Wei Fan |
| 2009 | ICMLA | Mining Interesting Ratio Patterns over a Stream Sliding Window. | Wei Fan, Toyohide Watanabe, Koichi Asakura |
| 2009 | KDD | Heterogeneous source consensus learning via decision propagation and negotiation. | Jing Gao, Wei Fan, Yizhou Sun, Jiawei Han |
| 2009 | KDD | Cross domain distribution adaptation via kernel mapping. | Erheng Zhong, Wei Fan, Jing Peng, Kun Zhang, Jiangtao Ren, Deepak S. Turaga, Olivier Verscheure |
| 2009 | WWW | Latent space domain transfer between high dimensional overlapping distributions. | Sihong Xie, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren |
| 2008 | APNOMS | A Fair Mobile Payment Protocol. | Wei Fan, Huaying Shu, Qiang Yan, Fang Wang |
| 2008 | DC | SKOS for an Integrated Vocabulary Structure. | Marcia Lei Zeng, Wei Fan, Xia Lin |
| 2008 | ICDM | Graph-Based Iterative Hybrid Feature Selection. | ErHeng Zhong, Sihong Xie, Wei Fan, Jiangtao Ren, Jing Peng, Kun Zhang |
| 2008 | KDD | Direct mining of discriminative and essential frequent patterns via model-based search tree. | Wei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip S. Yu, Olivier Verscheure |
| 2008 | KDD | Knowledge transfer via multiple model local structure mapping. | Jing Gao, Wei Fan, Jing Jiang, Jiawei Han |
| 2008 | PAKDD | Forward Semi-supervised Feature Selection. | Jiangtao Ren, Zhengyuan Qiu, Wei Fan, Hong Cheng, Philip S. Yu |
| 2008 | PKAW | Clustering over Evolving Data Streams Based on Online Recent-Biased Approximation. | Wei Fan, Yusuke Koyanagi, Koichi Asakura, Toyohide Watanabe |
| 2008 | SDM | Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancing. | Jiangtao Ren, Xiaoxiao Shi, Wei Fan, Philip S. Yu |
| 2007 | CVPR | Image Hallucination Using Neighbor Embedding over Visual Primitive Manifolds. | Wei Fan, Dit-Yan Yeung |
| 2007 | ICDM | On Appropriate Assumptions to Mine Data Streams: Analysis and Practice. | Jing Gao, Wei Fan, Jiawei Han |
| 2007 | MMM | Semi-supervised Cast Indexing for Feature-Length Films. | Wei Fan, Tao Wang, Jean-Yves Bouguet, Wei Hu, Yimin Zhang, Dit-Yan Yeung |
| 2007 | VLDB | Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S. | 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 | SDM | On Sample Selection Bias and Its Efficient Correction via Model Averaging and Unlabeled Examples. | Wei Fan, Ian Davidson |
| 2007 | SDM | A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions. | Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu |
| 2006 | CVPR | Locally Linear Models on Face Appearance Manifolds with Application to Dual-Subspace Based Classification. | Wei Fan, Dit-Yan Yeung |
| 2006 | ICDM | Discovering Unrevealed Properties of Probability Estimation Trees: On Algorithm Selection and Performance Explanation. | Kun Zhang, Wei Fan, Bill P. Buckles, Xiaojing Yuan, Zujia Xu |
| 2006 | ICDM | Forecasting Skewed Biased Stochastic Ozone Days: Analyses and Solutions. | Kun Zhang, Wei Fan, Xiaojing Yuan, Ian Davidson, Xiangshang Li |
| 2006 | ICIP | Facial Expression Recognition using Advanced Local Binary Patterns, Tsallis Entropies and Global Appearance Features. | Shu Liao, Wei Fan, Albert C. S. Chung, Dit-Yan Yeung |
| 2006 | KDD | Reverse testing: an efficient framework to select amongst classifiers under sample selection bias. | Wei Fan, Ian Davidson |
| 2006 | KDD | A general framework for accurate and fast regression by data summarization in random decision trees. | Wei Fan, Joe McCloskey, Philip S. Yu |
| 2005 | ICDM | An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias. | Wei Fan, Ian Davidson, Bianca Zadrozny, Philip S. Yu |
| 2005 | ICDM | Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches. | Wei Fan, Ed Greengrass, Joe McCloskey, Philip S. Yu, Kevin Drummey |
| 2005 | ICIP | Local manifold matching for face recognition. | Wei Liu, Wei Fan, Yunhong Wang, Tieniu Tan |
| 2005 | PAKDD | Maximizing Tree Diversity by Building Complete-Random Decision Trees. | Fei Tony Liu, Kai Ming Ting, Wei Fan |
| 2005 | SDM | Making Data Mining Models Useful to Model Non-paying Customers of Exchange Carriers. | Wei Fan, Janek Mathuria, Chang-Tien Lu |
| 2004 | AAAI | On the Optimality of Probability Estimation by Random Decision Trees. | Wei Fan |
| 2004 | EDBT | Mining Extremely Skewed Trading Anomalies. | Wei Fan, Philip S. Yu, Haixun Wang |
| 2004 | ICDM | Decision Tree Evolution Using Limited Number of Labeled Data Items from Drifting Data Streams. | Wei Fan, Yi-an Huang, Philip S. Yu |
| 2004 | ICPR | Combining Null Space-based Gabor Features for Face Recognition. | Wei Fan, Yunhong Wang, Wei Liu, Tieniu Tan |
| 2004 | KDD | Systematic data selection to mine concept-drifting data streams. | Wei Fan |
| 2004 | VLDB | StreamMiner: A Classifier Ensemble-based Engine to Mine Concept-drifting Data Streams. | Wei Fan |
| 2004 | SDM | Active Mining of Data Streams. | Wei Fan, Yi-an Huang, Haixun Wang, Philip S. Yu |
| 2004 | SSDBM | A Fast Algorithm for Subspace Clustering by Pattern Similarity. | Haixun Wang, Fang Chu, Wei Fan, Philip S. Yu, Jian Pei |
| 2003 | ICDCS | Cross-Feature Analysis for Detecting Ad-Hoc Routing Anomalies. | Yi-an Huang, Wei Fan, Wenke Lee, Philip S. Yu |
| 2003 | ICDE | Indexing Weighted-Sequences in Large Databases. | Haixun Wang, Chang-Shing Perng, Wei Fan, Sanghyun Park, Philip S. Yu |
| 2003 | ICDM | Is random model better? On its accuracy and efficiency. | Wei Fan, Haixun Wang, Philip S. Yu, Sheng Ma |
| 2003 | IJCAI | Inductive Learning in Less Than One Sequential Data Scan. | Wei Fan, Haixun Wang, Philip S. Yu, Shaw-Hwa Lo |
| 2003 | KDD | Mining concept-drifting data streams using ensemble classifiers. | Haixun Wang, Wei Fan, Philip S. Yu, Jiawei Han |
| 2003 | SIGMOD | ViST: A Dynamic Index Method for Querying XML Data by Tree Structures. | Haixun Wang, Sanghyun Park, Wei Fan, Philip S. Yu |
| 2002 | AAAI | Pruning and Dynamic Scheduling of Cost-Sensitive Ensembles. | Wei Fan, Fang Chu, Haixun Wang, Philip S. Yu |
| 2002 | ICDCS | A Fully Distributed Framework for Cost-Sensitive Data Mining. | Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo |
| 2002 | ICDM | Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing. | Naoki Abe, Edwin P. D. Pednault, Haixun Wang, Bianca Zadrozny, Wei Fan, Chidanand Apt |
| 2002 | ICDM | Progressive Modeling. | Wei Fan, Haixun Wang, Philip S. Yu, Shaw-Hwa Lo, Salvatore J. Stolfo |
| 2002 | SDM | Ensemble-based Adaptive Intrusion Detection. | Wei Fan, Salvatore J. Stolfo |
| 2002 | SDM | A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and Benefits. | Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo |
| 2001 | ICDM | Using Artificial Anomalies to Detect Unknown and Known Network Intrusions. | Wei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan |
| 1999 | ICML | AdaCost: Misclassification Cost-Sensitive Boosting. | Wei Fan, Salvatore J. Stolfo, Junxin Zhang, Philip K. Chan |
| 1999 | KDD | The Application of AdaBoost for Distributed, Scalable and On-Line Learning. | Wei Fan, Salvatore J. Stolfo, Junxin Zhang |