| 2023 | AAAI | Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning. | Sunyuan Qiang, Jiayi Hou, Jun Wan, Yanyan Liang, Zhen Lei, Du Zhang |
| 2023 | ICCV | Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining. | Benjia Zhou, Zhigang Chen, Albert Claps, Jun Wan, Yanyan Liang, Sergio Escalera, Zhen Lei, Du Zhang |
| 2023 | ICML | Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning. | Boyin Liu, Zhiqiang Pu, Yi Pan, Jianqiang Yi, Yanyan Liang, Du Zhang |
| 2023 | IJCNN | Heterogeneous-graph Attention Reinforcement Learning for Football Matches. | Shijie Wang, Yi Pan, Zhiqiang Pu, Jianqiang Yi, Yanyan Liang, Du Zhang |
| 2022 | CVPR | Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition. | Benjia Zhou, Pichao Wang, Jun Wan, Yanyan Liang, Fan Wang, Du Zhang, Zhen Lei, Hao Li, Rong Jin |
| 2018 | SMC | From One-off Machine Learning to Perpetual Learning: A STEP Perspective. | Du Zhang |
| 2015 | IRI | Classifying Galaxy Images through Support Vector Machines. | Kathy Applebaum, Du Zhang |
| 2015 | IRI | DBLPminer: A Tool for Exploring Bibliographic Data. | Tony Le, Du Zhang |
| 2015 | IRI | Smart Maps through Semantic Web, Social Media, and Sentiment Analysis. | Jose Andres Bolanos Perera, Du Zhang, Meiliu Lu |
| 2014 | IRI | Detecting and resolving inconsistencies in firewalls. | Du Zhang, Lavanya Jujjavarapu, Meiliu Lu |
| 2014 | IRI | Automatically predicting the helpfulness of online reviews. | Yadong Zhang, Du Zhang |
| 2013 | IRI | FIEP: An initial design of a firewall information exchange protocol. | Sandeep Reddy Pedditi, Du Zhang, Chung-E. Wang |
| 2013 | ICTAI | Perpetual Learning through Overcoming Inconsistencies. | Du Zhang |
| 2013 | SEKE | A Machine Learning Based File Archival Tool (S). | Robert Carreras, Du Zhang, Jinsong Ouyang |
| 2012 | ICMLA | Interactive Visual Classification of Multivariate Data. | Ke-Bing Zhang, Mehmet A. Orgun, Rajan Shankaran, Du Zhang |
| 2012 | IRI | Learning through overcoming inheritance inconsistencies. | Du Zhang, Meiliu Lu |
| 2012 | PRICAI | A Visual Approach for Classification Based on Data Projection. | Ke-Bing Zhang, Mehmet A. Orgun, Rajan Shankaran, Du Zhang |
| 2012 | SEKE | i2Learning: Perpetual Learning through Bias Shifting. | Du Zhang |
| 2011 | IRI | Panel: Converting innovation to commercialization: Information re-use from the research sector to the public sector. | Gordon K. Lee, Du Zhang, Stuart Harvey Rubin, Shu-Ching Chen, June Massoud, Gongzhu Hu |
| 2011 | IRI | Mining transcriptional association rules from breast cancer profile data. | Rakhi Malpani, Meiliu Lu, Du Zhang, Wing-Kin Sung |
| 2011 | SEKE | Inconsistency-Induced Heuristics for Problem Solving. | Du Zhang |
| 2010 | IRI | A case-based data warehousing courseware. | Manashree Kulkarni, Meiliu Lu, Du Zhang |
| 2010 | IRI | Inconsistencies in information security and digital forensics. | Du Zhang |
| 2010 | ICTAI | Toward a Classification of Antagonistic Manifestations of Knowledge. | Du Zhang |
| 2010 | PRICAI | Text Disambiguation Using Support Vector Machine: An Initial Study. | Doan Nguyen, Du Zhang |
| 2010 | SEKE | Capturing Antagonistic Stakeholder Value Propositions in Value-Based Software Development. | Du Zhang |
| 2009 | IRI | Inconsistency: The Good, the Bad, and the Ugly. | Du Zhang |
| 2009 | SEKE | Taming Inconsistency in Value-based Software Development. | Du Zhang |
| 2008 | IRI | An intelligent agent for the game of Age of Mythology: the Titans. | Jin Park, Du Zhang, Meiliu Lu |
| 2008 | IRI | Panel: The role of information search and retrieval in economic stimulation. | Stuart Harvey Rubin, Shu-Ching Chen, Lotfi A. Zadeh, Hojjat Adeli, Mohammad Rifaie, Gordon K. Lee, Kang Zhang, Reda Alhajj, Gary D. Boetticher, Du Zhang |
| 2008 | IDEAL | When Is Inconsistency Considered Harmful: Temporal Characterization of Knowledge Base Inconsistency. | Du Zhang, Hong Zhu |
| 2008 | SEKE | Design of an RSS Crawler with Adaptive Revisit Manager. | Bum-Suk Lee, Jin Woo Im, Byung-Yeon Hwang, Du Zhang |
| 2008 | SEKE | Machine Learning and Value-based Software Engineering: a Research Agenda. | Du Zhang |
| 2007 | IRI | Rationality Validation of a Layered Decision Model for Network Defense. | Huaqiang Wei, Jim Alves-Foss, Du Zhang, Deborah A. Frincke |
| 2007 | SEKE | A Tag-Level Web-Caching Scheme for Reducing Redundant Data Transfers. | Steven E. Cox, Du Zhang, Jinsong Ouyang |
| 2007 | SEKE | Validating A Layered Decision Framework for Cost-Effective Network Defense. | Huaqiang Wei, Jim Alves-Foss, Du Zhang |
| 2006 | IRI | Enrollment prediction through data mining. | Svetlana S. Aksenova, Du Zhang, Meiliu Lu |
| 2006 | IRI | Enhancing search engine performance using expert systems. | Stan Lovic, Meiliu Lu, Du Zhang |
| 2006 | ICTAI | Machine Learning in Value-Based Software Test Data Generation. | Du Zhang |
| 2006 | SEKE | A Framework for Fusing Consistent Knowledge Bases Automatically. | ric Grgoire, Du Zhang |
| 2005 | IRI | Discovery agent deployment in diverse SAN environments. | Terry R. Robison, Du Zhang, William Mitchell |
| 2005 | ISM | Animation of Linux Processor Scheduling Algorithm. | Kevin K. Leung, Du Zhang |
| 2004 | CATA | A Tool for Text Summarization. | Ateendra Sudarshak Balasingham, Du Zhang |
| 2004 | CATA | RPM: A Remote PC Power Management Tool. | Thao Phuong Nguyen, Du Zhang |
| 2004 | IRI | Multi-Level Filters for a Web-based E-Mail System. | Yuanfu Ji, Du Zhang, Meiliu Lu |
| 2004 | IRI | Some Empirical Results on Two Spam Detection Methods. | Ryota Matsumoto, Du Zhang, Meiliu Lu |
| 2004 | ICTAI | GP-Lab: The Genetic Programming Laboratory. | William E. Glaholt, Du Zhang |
| 2004 | SEKE | GOLD: A Generalized Parsing System. | Devin Cook, Du Zhang |
| 2003 | IRI | A Web-Based Expert System For Vehicle Registration. | Alan T. Demmin, Du Zhang |
| 2002 | CAINE | FTA: A File Transfer Agent Using Java. | Xu Cheng, Du Zhang |
| 2002 | CAINE | A Web-based Microarray Experiment Management System. | Meiliu Lu, Yan Xiong, Du Zhang |
| 2002 | CATA | pSlash: A Web Content Management System. | Derek Leung, Du Zhang |
| 2002 | ICTAI | Diagnosis of Component Failures in the Space Shuttle Maine Engines Using Bayesian Belief Networks: A Feasibility Study. | Edwina Liu, Du Zhang |
| 2002 | ICTAI | Protein Secondary Structure Prediction with Bayesian Learning Method. | Peng-Liang Wang, Du Zhang |
| 2002 | ICTAI | Machine Learning and Software Engineering. | Du Zhang, Jeffrey J. P. Tsai |
| 2001 | ICDM | Mining California Vital Statistics Data. | Du Zhang, Quoc Luan Ha, Meiliu Lu |
| 2001 | IRI | Learning Gaussian Functions for Audio Compression in Synthesized Music. | Jeffery Alan Lewis, Meiliu Lu, Du Zhang |
| 2000 | COMPSAC | GAPS: A Genetic Programming System. | Michael D. Kramer, Du Zhang |
| 1999 | ICTAI | Protein Secondary Structure Prediction Using Data Mining Tool C5. | Meiliu Lu, Du Zhang, Hongjun Xu, Ken Tse-yau Lau, Li Lu |
| 1993 | ICTAI | An Intelligent Tool for UNIX Performance Tuning. | Raul Velez, Du Zhang, James Kho |
| 1993 | ICTAI | Evaluating Logical Queries by Means of Communicating Processes. | Du Zhang, Weining Zhang |
| 1993 | SEKE | Perspectives in Knowledge Base Verification. | Du Zhang |
| 1991 | ICRA | Planning with Pr/T nets. | Du Zhang |
| 1989 | ICTAI | A technique for knowledge base verification. | Du Zhang, Doan Nguyen |