| 2026 | DASFAA | AURORA: An Adaptive Multi-granularity Graph Learning Framework for Drug Repositioning. | Yidan Zhang, Lei Duan, Huiru Zheng, Jiaxuan Xu |
| 2025 | APWEB | Contrastive Learning Enhanced Semi-supervised Anomaly Detection. | Haotian Guo, Bingzhe Zhang, Xinye Wang, Bo Deng, Rui Lin, Zhengyong Pan, Lei Duan |
| 2025 | APWEB | Global-Memory and Local-Representation Based Framework for Streaming Anomaly Detection. | Yuejun Zhao, Jiaxuan Xu, Xinye Wang, Chengxin He, Shangyong Luo, Rui Lin, Lei Duan |
| 2025 | DASFAA | Perspective-Based Multi-task Learning for Outlier Interpretation. | Zhuoling Li, Lili Guan, Xinye Wang, Zhengyong Pan, Lei Duan |
| 2025 | DASFAA | MVIC: Multi-view Information Collaborative Fusion for Drug-Drug Interaction Prediction. | Xianxian Zhao, Chengxin He, Lei Duan |
| 2025 | EMNLP | Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation. | Shuyun Yang, Yan Zhang, Zhengmao Ye, Lei Duan, Mingjie Tang |
| 2025 | ICASSP | Diffusion Counterfactual-Based Anomaly Detection in Class-Imbalanced Data. | Xinyun Shen, Min Li, Zhengmao Ye, Zhenyang Yu, Lei Duan |
| 2025 | IJCAI | Dynamic Anchor-based Ensemble Clustering via Hypergraph Reconstruction. | Jiaxuan Xu, Lei Duan, Xinye Wang, Liang Du |
| 2024 | AAAI | Enhancing Ensemble Clustering with Adaptive High-Order Topological Weights. | Jiaxuan Xu, Taiyong Li, Lei Duan |
| 2024 | APWEB | Substructure-Guided Graph-Level Anomaly Detection with Attention-Aware Aggregation. | Shaojun Duan, Xinye Wang, Zhenyang Yu, Chengxin He, Zhaohang Luo, Song Deng, Lei Duan |
| 2024 | APWEB | EvoREG: Evolutional Modeling with Relation-Entity Dual-Guidance for Temporal Knowledge Graph Reasoning. | Peiheng He, Yingjie Xiao, Chengxin He, Lei Duan |
| 2024 | BMVC | Towards Better Zero-Shot Anomaly Detection under Distribution Shift with CLIP. | Jiyao Gao, Chengxin He, Lei Duan, Jie Zuo |
| 2024 | COLING | Typos Correction Training against Misspellings from Text-to-Text Transformers. | Guicai Xie, Ke Zhang, Lei Duan, Wei Zhang, Zeqian Huang |
| 2024 | DASFAA | Community-Guided Contrastive Learning with Anomaly-Aware Reconstruction for Anomaly Detection on Attributed Networks. | Yang Wang, Xinye Wang, Chengxin He, Xiaocong Chen, Zhaohang Luo, Lei Duan, Jie Zuo |
| 2024 | ICTAI | AgileAD: Anchor-Guided Contrastive Learning with a General Data Augmentation Strategy for Time Series Anomaly Detection. | Yulong Tian, Jiaxuan Xu, Jie Zuo, Lei Duan |
| 2023 | APWEB | Learning Temporal Graph Representation via Memory-Aware Autoencoder. | Jingyu Chen, Chengxin He, Yuening Qu, Zhenyang Yu, Yuanhao Zhang, Lei Duan |
| 2023 | APWEB | Hypergraph-Enhanced Self-supervised Heterogeneous Graph Representation Learning. | Yuanhao Zhang, Chengxin He, Longhai Li, Bingzhe Zhang, Lei Duan, Jie Zuo |
| 2023 | DASFAA | Learning Enhanced Representations via Contrasting for Multi-view Outlier Detection. | Xiaocong Chen, Xinye Wang, Yang Wang, Chao Han, Lei Duan |
| 2023 | DASFAA | CHSR: Cross-view Learning from Heterogeneous Graph for Session-Based Recommendation. | Junchen Wang, Lei Duan, Runze Ma, Yidan Zhang, Zhaohang Luo |
| 2023 | DASFAA | TUAF: Triple-Unit-Based Graph-Level Anomaly Detection with Adaptive Fusion Readout. | Zhenyang Yu, Xinye Wang, Bingzhe Zhang, Zhaohang Luo, Lei Duan |
| 2023 | DASFAA | IFGDS: An Interactive Fraud Groups Detection System for Medicare Claims Data. | Jing Yu, Zhenyang Yu, Kaiming Zhan, Fan Wu, Bo Yin, Lei Duan |
| 2023 | ICDM | Enhancing GNN-based Fraud Detector via Semantic Extraction and Max-Representation-Margin. | Bingzhe Zhang, Xinye Wang, Zhenyang Yu, Yuanhao Zhang, Chengxin He, Song Deng, Zhaohang Luo, Lei Duan |
| 2022 | ADMA | An Efficient Method for Outlying Aspect Mining Based on Genetic Algorithm. | Zihao Chen, Lei Duan, Xinye Wang |
| 2022 | ADMA | Effective Mining of Contrast Hybrid Patterns from Nominal-numerical Mixed Data. | Min Fu, Lei Duan, Zhenyang Yu |
| 2022 | APWEB | MORO: A Multi-behavior Graph Contrast Network for Recommendation. | Weipeng Jiang, Lei Duan, Xuefeng Ding, Xiaocong Chen |
| 2022 | APWEB | Transformer-Based Representation Learning on Temporal Heterogeneous Graphs. | Longhai Li, Lei Duan, Junchen Wang, Guicai Xie, Chengxin He, Zihao Chen, Song Deng |
| 2022 | CIKM | Improving Text-based Similar Product Recommendation for Dynamic Product Advertising at Yahoo. | Xiao Bai, Lei Duan, Richard Tang, Gaurav Batra, Ritesh Agrawal |
| 2022 | CIKM | MORN: Molecular Property Prediction Based on Textual-Topological-Spatial Multi-View Learning. | Runze Ma, Yidan Zhang, Xinye Wang, Zhenyang Yu, Lei Duan |
| 2022 | DASFAA | A Trace Ratio Maximization Method for Parameter Free Multiple Kernel Clustering. | Yan Chen, Lei Wang, Liang Du, Lei Duan |
| 2022 | DASFAA | AdCSE: An Adversarial Method for Contrastive Learning of Sentence Embeddings. | Renhao Li, Lei Duan, Guicai Xie, Shan Xiao, Weipeng Jiang |
| 2022 | HPCC | STEAM: SVDD-based Anomaly Detection on Attributed Networks via Multi-Autoencoders. | Junjie Zhang, Xinye Wang, Zhenyang Yu, Menglin Huang, Lei Duan, Jie Zuo |
| 2021 | DASFAA | HMNet: Hybrid Matching Network for Few-Shot Link Prediction. | Shan Xiao, Lei Duan, Guicai Xie, Renhao Li, Zihao Chen, Geng Deng, Jyrki Nummenmaa |
| 2021 | DASFAA | Efficient Mining of Outlying Sequential Behavior Patterns. | Yifan Xu, Lei Duan, Guicai Xie, Min Fu, Longhai Li, Jyrki Nummenmaa |
| 2020 | APWEB | LOCATE: Locally Anomalous Behavior Change Detection in Behavior Information Sequence. | Dingshan Cui, Lei Duan, Xinao Wang, Jyrki Nummenmaa, Ruiqi Qin, Shan Xiao |
| 2020 | DASFAA | EvsJSON: An Efficient Validator for Split JSON Documents. | Bangjun He, Jie Zuo, Qiaoyan Feng, Guicai Xie, Ruiqi Qin, Zihao Chen, Lei Duan |
| 2020 | ICONIP | TSGYE: Two-Stage Grape Yield Estimation. | Geng Deng, Tianyu Geng, Chengxin He, Xinao Wang, Bangjun He, Lei Duan |
| 2019 | AAAI | Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos. | Ying Tai, Yicong Liang, Xiaoming Liu, Lei Duan, Jilin Li, Chengjie Wang, Feiyue Huang, Yu Chen |
| 2019 | DASFAA | Discovering Relationship Patterns Among Associated Temporal Event Sequences. | Chao Han, Lei Duan, Zhangxi Lin, Ruiqi Qin, Peng Zhang, Jyrki Nummenmaa |
| 2018 | ADMA | A Player Behavior Model for Predicting Win-Loss Outcome in MOBA Games. | Xuan Lan, Lei Duan, Wen Chen, Ruiqi Qin, Timo Nummenmaa, Jyrki Nummenmaa |
| 2017 | APWEB | Bus-OLAP: A Bus Journey Data Management Model for Non-on-time Events Query. | Tinghai Pang, Lei Duan, Jyrki Nummenmaa, Jie Zuo, Peng Zhang |
| 2017 | DASFAA | Mining Top-k Distinguishing Temporal Sequential Patterns from Event Sequences. | Lei Duan, Li Yan, Guozhu Dong, Jyrki Nummenmaa, Hao Yang |
| 2016 | ADMA | Mining Distinguishing Customer Focus Sets for Online Shopping Decision Support. | Lu Liu, Lei Duan, Hao Yang, Jyrki Nummenmaa, Guozhu Dong, Pan Qin |
| 2016 | APWEB | Detection of Statistically Significant Bus Delay Aggregation by Spatial-Temporal Scanning. | Xia Wu, Lei Duan, Tinghai Pang, Jyrki Nummenmaa |
| 2015 | DASFAA | Mining Itemset-based Distinguishing Sequential Patterns with Gap Constraint. | Hao Yang, Lei Duan, Guozhu Dong, Jyrki Nummenmaa, Changjie Tang, Xiaosong Li |
| 2015 | IJCAI | Crowdsourced Semantic Matching of Multi-Label Annotations. | Lei Duan, Satoshi Oyama, Masahito Kurihara, Haruhiko Sato |
| 2014 | ADMA | Mining Frequent Closed Sequential Patterns with Non-user-defined Gap Constraints. | Wentao Wang, Lei Duan, Jyrki Nummenmaa, Song Deng, Zhongqi Li, Hao Yang, Changjie Tang |
| 2014 | DASFAA | Efficient Mining of Density-Aware Distinguishing Sequential Patterns with Gap Constraints. | Xianming Wang, Lei Duan, Guozhu Dong, Zhonghua Yu, Changjie Tang |
| 2014 | ICWSM | YouRank: Let User Engagement Rank Microblog Search Results. | Wenbo Wang, Lei Duan, Anirudh Koul, Amit P. Sheth |
| 2014 | PAKDD | Mining Contrast Subspaces. | Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guozhu Dong, Akiko Campbell, Changjie Tang |
| 2014 | WSDM | Improving search relevance for short queries in community question answering. | Haocheng Wu, Wei Wu, Ming Zhou, Enhong Chen, Lei Duan, Heung-Yeung Shum |
| 2013 | CCS | Protecting function pointers in binary. | Chao Zhang, Tao Wei, Zhaofeng Chen, Lei Duan, Stephen McCamant, Laszlo Szekeres |
| 2013 | SP | Practical Control Flow Integrity and Randomization for Binary Executables. | Chao Zhang, Tao Wei, Zhaofeng Chen, Lei Duan, Laszlo Szekeres, Stephen McCamant, Dawn Song, Wei Zou |
| 2012 | DASFAA | Detection of High-Risk Zones and Potential Infected Neighbors from Infectious Disease Monitoring Data. | Biying Tan, Lei Duan, Chi Gou, Shuyang Huang, Yuhao Fang, Xing Zhao, Changjie Tang |
| 2011 | ADMA | Mining Good Sliding Window for Positive Pathogens Prediction in Pathogenic Spectrum Analysis. | Lei Duan, Changjie Tang, Chi Gou, Min Jiang, Jie Zuo |
| 2010 | CCS | Secure dynamic code generation against spraying. | Tao Wei, Tielei Wang, Lei Duan, Jing Luo |
| 2010 | CIKM | Temporal query log profiling to improve web search ranking. | Alexander Kotov, Pranam Kolari, Lei Duan, Yi Chang |
| 2009 | ADMA | Mining Class Contrast Functions by Gene Expression Programming. | Lei Duan, Changjie Tang, Liang Tang, Tianqing Zhang, Jie Zuo |
| 2009 | APWEB | Core-Tag Clustering for Web 2.0 Based on Multi-similarity Measurements. | Yexi Jiang, Changjie Tang, Kaikuo Xu, Lei Duan, Liang Tang, Jie Gong, Chuan Li |
| 2009 | APWEB | Meta Galaxy: A Flexible and Efficient Cube Model for Data Retrieval in OLAP. | Jie Zuo, Changjie Tang, Lei Duan, Yue Wang, Liang Tang, Tianqing Zhang, Jun Zhu |
| 2009 | ASPDAC | A delay-optimized universal FPGA routing architecture. | Fang Wu, Huowen Zhang, Lei Duan, Jinmei Lai, Yuan Wang, Jiarong Tong |
| 2009 | CIKM | Improving web page classification by label-propagation over click graphs. | Soo-Min Kim, Patrick Pantel, Lei Duan, Scott Gaffney |
| 2009 | EMNLP | Mining Search Engine Clickthrough Log for Matching N-gram Features. | Huihsin Tseng, Longbin Chen, Fan Li, Ziming Zhuang, Lei Duan, Belle L. Tseng |
| 2009 | ICNC | An Effective Microarray Data Classifier Based on Gene Expression Programming. | Lei Duan, Changjie Tang, Liang Tang, Jie Zuo, Tianqing Zhang |
| 2009 | WWW | Threshold selection for web-page classification with highly skewed class distribution. | Xiaofeng He, Lei Duan, Yiping Zhou, Byron Dom |
| 2008 | GRC | MovStream: An Efficient Algorithm for Monitoring Clusters Evolving in Data Streams. | Liang Tang, Chang-jie Tang, Lei Duan, Chuan Li, Yexi Jiang, Chunqiu Zeng, Jun Zhu |
| 2007 | ADMA | A Coding Hierarchy Computing Based Clustering Algorithm. | Jing Peng, Changjie Tang, Dongqing Yang, An-long Chen, Lei Duan |
| 2007 | ICNC | The Strategies of Initial Diversity and Dynamic Mutation Rate for Gene Expression Programming. | Lei Duan, Changjie Tang, Jun Zhu, Jie Zuo, Yintian Liu, Jiang Wu, Li Dai |
| 2007 | ICNC | An Attribute-Oriented Ensemble Classifier Based on Niche Gene Expression Programming. | Jiang Wu, Changjie Tang, Jun Zhu, Taiyong Li, Lei Duan, Chuan Li, Li Dai |
| 2006 | ADMA | Distance Guided Classification with Gene Expression Programming. | Lei Duan, Changjie Tang, Tianqing Zhang, Dagang Wei, Huan Zhang |
| 2006 | APSCC | A BPEL4WS-based Composite Service Modeling Solution in Manufacturing Grid. | Lei Duan, Shijun Liu, Changhe Tu, Xiangxu Meng |
| 2006 | WISE | An Efficient Algorithm for Distributed Incremental Updating of Frequent Item-Sets on Massive Database. | Jiangtao Qiu, Changjie Tang, Lei Duan, Chuan Li, Shaojie Qiao, Peng Chen, Qihong Liu |
| 2005 | CP | Extending Systematic Local Search for Job Shop Scheduling Problems. | Bistra Dilkina, Lei Duan, William S. Havens |
| 2004 | Interspeech | A memory efficient grapheme-to-phoneme conversion system for speech processing. | Jun Huang, Lex Olorenshaw, Gustavo Hernndez brego, Lei Duan |
| 2000 | COLING | An Integrated Architecture for Example-Based Machine Translation. | Alexander Franz, Keiko Horiguchi, Lei Duan, Doris Ecker, Eugene Koontz, Kazami Uchida |
| 2000 | Interspeech | Practical spoken language translation using compiled feature structure grammars. | Lei Duan, Alexander Franz, Keiko Horiguchi |
| 2000 | Interspeech | An imperative programming language for spoken language translation. | Alexander Franz, Keiko Horiguchi, Lei Duan |