| 2026 | PAKDD | Dual Nonlinear Sparse Feature Selection Method. | Pan Xie, Cong Lei, Shanwen Zhang, Shichao Zhang |
| 2025 | AAAI | Community-Centric Graph Unlearning. | Yi Li, Shichao Zhang, Guixian Zhang, Debo Cheng |
| 2025 | ECAI | Multi-Hop Contrastive Learning with Feature Augmentation for Node Classification. | Xuxia Zeng, Guangquan Lu, Cuifang Zou, Shilong Lin, Longqing Du, Shichao Zhang |
| 2025 | ICLR | Anti-Exposure Bias in Diffusion Models. | Junyu Zhang, Daochang Liu, Eunbyung Park, Shichao Zhang, Chang Xu |
| 2025 | IJCAI | Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems. | Zhirong Huang, Debo Cheng, Lin Liu, Jiuyong Li, Guangquan Lu, Shichao Zhang |
| 2025 | IJCAI | Enhanced Graph Similarity Learning via Adaptive Multi-scale Feature Fusion. | Cuifang Zou, Guangquan Lu, Wenzhen Zhang, Xuxia Zeng, Shilong Lin, Longqing Du, Shichao Zhang |
| 2025 | KSEM | Federated Rank Learning with Dimensionality Reduction and Clustering for Electricity Load Forecasting. | Lei Li, Bing Su, Shichao Zhang, Yuchong Liu, Jianchao Zheng, Chuan Zhang, Liehuang Zhu |
| 2025 | WWW | Hyper-Relational Knowledge Representation Learning with Multi-Hypergraph Disentanglement. | Jiecheng Li, Xudong Luo, Guangquan Lu, Shichao Zhang |
| 2024 | APWEB | WS-GCA: A Synergistic Framework for Precise Semantic Segmentation with Comprehensive Supervision. | Zepeng Li, Wenzhen Zhang, Jiagang Song, Boyan Chen, Yuxuan Hu, Shichao Zhang |
| 2024 | APWEB | Multi-view Graph Neural Network for Fair Representation Learning. | Guixian Zhang, Guan Yuan, Debo Cheng, Ludan He, Rui Bing, Jiuyong Li, Shichao Zhang |
| 2024 | COCOON | GraphDHV: Graph Neural Network with Dual Hybrid View on Imbalanced Node Classification. | Longqing Du, Guangquan Lu, Yadan Han, Zhiping Luo, Guoqiu Wen, Liang Zhang, Wanxin Chen, Shichao Zhang |
| 2024 | CVPR | Residual Learning in Diffusion Models. | Junyu Zhang, Daochang Liu, Eunbyung Park, Shichao Zhang, Chang Xu |
| 2024 | HCI | An Analysis of the Dissemination Status of Makeup and Skincare Videos on the Bilibili. | Weiqi Li, Shichao Zhang, Jiayi Zhang, Kunhe Li, Tao Huo |
| 2024 | HCI | A Study on the Dissemination of Xiamen's Urban Image Through the BiliBili Platform. | Jiayi Zhang, Weiqi Li, Kunhe Li, Shichao Zhang |
| 2024 | ICDM | A Novel Shadow Variable Catcher for Addressing Selection Bias in Recommendation Systems. | Qingfeng Chen, Boquan Wei, Debo Cheng, Jiuyong Li, Lin Liu, Shichao Zhang |
| 2024 | IJCNN | Spatio-Temporal Dynamically Fused Graph Convolutional Network. | Zongru Li, Boyan Chen, Penghui Xi, Zhirong Huang, Wenzhen Zhang, Shichao Zhang |
| 2023 | ADMA | Multi-head Similarity Feature Representation and Filtration for Image-Text Matching. | Mengqi Jiang, Shichao Zhang, Debo Cheng, Leyuan Zhang, Guixian Zhang |
| 2023 | APWEB | Multi-branch Residual Fusion Network for Imbalanced Visual Regression. | Zhirong Huang, Shichao Zhang, Debo Cheng, Rongjiao Liang, Mengqi Jiang |
| 2023 | ICA3PP | Addressing Coupled Constrained Reinforcement Learning via Interative Iteration Design. | Wei Huang, Shichao Zhang |
| 2023 | ICASSP | Decoupled Visual Causality for Robust Detection. | Ping Jiang, Xiaoheng Deng, Shichao Zhang |
| 2023 | ICDM | Anti-Noise Muiti-View Feature Selection With Sample Constraints. | Jiaye Li, Hang Xu, Hao Yu, Weixin Li, Shichao Zhang |
| 2023 | ICIP | SEM-FCNET: Semantic Feature Enhancement and Fully Convolutional Network Model for Remote Sensing Object Detection. | Jing Chen, Debo Cheng, Jiacheng Jiang, Zhongyi Yu, Shichao Zhang |
| 2023 | ICTAI | LRAGAD: Local Information Recognition for Attribute Graph Anomaly Detection. | Penghui Xi, Debo Cheng, Zhenyun Deng, Guixian Zhang, Shichao Zhang |
| 2023 | ICTAI | MC-Net: Multi-Scale Feature Fusion and Cross-Level Information Interaction Network for Traffic Sign Detection. | Zhongyi Yu, Debo Cheng, Wenzhen Zhang, Jing Chen, Shichao Zhang |
| 2022 | HPCC | Stable Causal Feature Selection based on Direct Causal Effect Estimation. | Xiaojing Du, Qingfeng Chen, Debo Cheng, Qian Huang, Junyue Cao, Zhenyun Deng, Shichao Zhang |
| 2022 | IJCNN | Rumour Detection on Social Media with Long-Tail Strategy. | Guixian Zhang, Rongjiao Liang, Zhongyi Yu, Shichao Zhang |
| 2022 | ICTAI | Bilateral-Branch Network for Imbalanced Visual Regression. | Rongjiao Liang, Guixian Zhang, Kui Zhang, Zhi Lei, Shichao Zhang |
| 2018 | IJCAI | Robust Feature Selection on Incomplete Data. | Wei Zheng, Xiaofeng Zhu, Yonghua Zhu, Shichao Zhang |
| 2018 | IJCAI | Robust Graph Dimensionality Reduction. | Xiaofeng Zhu, Cong Lei, Hao Yu, Yonggang Li, Jiangzhang Gan, Shichao Zhang |
| 2017 | AAAI | One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace. | Xiaofeng Zhu, Wei He, Yonggang Li, Yang Yang, Shichao Zhang, Rongyao Hu, Yonghua Zhu |
| 2017 | ADMA | Supervised Feature Selection Algorithm Based on Low-Rank and Manifold Learning. | Yue Fang, Jilian Zhang, Shichao Zhang, Cong Lei, Xiaoyi Hu |
| 2017 | IJCAI | Adaptive Hypergraph Learning for Unsupervised Feature Selection. | Xiaofeng Zhu, Yonghua Zhu, Shichao Zhang, Rongyao Hu, Wei He |
| 2016 | ADMA | Low-Rank Feature Reduction and Sample Selection for Multi-output Regression. | Shichao Zhang, Lifeng Yang, Yonggang Li, Yan Luo, Xiaofeng Zhu |
| 2016 | ADMA | Unsupervised Hypergraph Feature Selection with Low-Rank and Self-Representation Constraints. | Wei He, Xiaofeng Zhu, Yonggang Li, Rongyao Hu, Yonghua Zhu, Shichao Zhang |
| 2016 | ADMA | Supervised Feature Selection by Robust Sparse Reduced-Rank Regression. | Rongyao Hu, Xiaofeng Zhu, Wei He, Jilian Zhang, Shichao Zhang |
| 2015 | ICA3PP | The Optimization and Improvement of MapReduce in Web Data Mining. | Changqing Yin, Shichao Zhang, Shukun Liu, Shangwei Song, Guangyu Gao, Xiyuan Zhou |
| 2014 | ADMA | kNN Algorithm with Data-Driven k Value. | Debo Cheng, Shichao Zhang, Zhenyun Deng, Yonghua Zhu, Ming Zong |
| 2014 | ADMA | Discovery of Tampered Image with Robust Hashing. | Zhenjun Tang, Junwei Yu, Xianquan Zhang, Shichao Zhang |
| 2014 | ADMA | Efficient kNN Algorithm Based on Graph Sparse Reconstruction. | Shichao Zhang, Ming Zong, Ke Sun, Yue Liu, Debo Cheng |
| 2013 | ADMA | Mining Item Popularity for Recommender Systems. | Jilian Zhang, Xiaofeng Zhu, Xianxian Li, Shichao Zhang |
| 2013 | ADMA | Mixed-Norm Regression for Visual Classification. | Xiaofeng Zhu, Jilian Zhang, Shichao Zhang |
| 2013 | KSEM | Cost-Sensitive Classification with k-Nearest Neighbors. | Zhenxing Qin, Alan Tao Wang, Chengqi Zhang, Shichao Zhang |
| 2013 | PAKDD | Evaluation of Error-Sensitive Attributes. | William Wu, Shichao Zhang |
| 2013 | SDM | Feature Selection by Joint Graph Sparse Coding. | Wei Ding, Xindong Wu, Shichao Zhang, Xiaofeng Zhu |
| 2012 | ADMA | A New Multi-label Learning Algorithm Using Shelly Neighbors. | Huawen Liu, Shichao Zhang, Jianmin Zhao, Jianbin Wu, Zhonglong Zheng |
| 2012 | APWEB | Memory Performance Prediction of Web Server Applications Based on Grey System Theory. | Faliang Huang, Shichao Zhang, Changan Yuan, Zhi Zhong |
| 2011 | CIKM | Feature selection using hierarchical feature clustering. | Huawen Liu, Xindong Wu, Shichao Zhang |
| 2010 | ADMA | Cost Sensitive Classification in Data Mining. | Zhenxing Qin, Chengqi Zhang, Tao Wang, Shichao Zhang |
| 2008 | PRICAI | NIIA: Nonparametric Iterative Imputation Algorithm. | Shichao Zhang, Zhi Jin, Xiaofeng Zhu |
| 2007 | AAAI | Measuring the Uncertainty of Differences for Contrasting Groups. | Jilian Zhang, Shichao Zhang, Xiaofeng Zhu, Xindong Wu, Chengqi Zhang |
| 2007 | AAAI | Cost-Sensitive Imputing Missing Values with Ordering. | Xiaofeng Zhu, Shichao Zhang, Jilian Zhang, Chengqi Zhang |
| 2007 | KSEM | Identifying Dependency Between Secure Messages for Protocol Analysis. | Qingfeng Chen, Shichao Zhang, Yi-Ping Phoebe Chen |
| 2007 | KSEM | Cost-Time Sensitive Decision Tree with Missing Values. | Shichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang |
| 2007 | PAKDD | GBKII: An Imputation Method for Missing Values. | Chengqi Zhang, Xiaofeng Zhu, Jilian Zhang, Yongsong Qin, Shichao Zhang |
| 2006 | AAAI | Cost-Sensitive Test Strategies. | Shengli Sheng, Charles X. Ling, Ailing Ni, Shichao Zhang |
| 2006 | APWEB | Detecting Collusion Attacks in Security Protocols. | Qingfeng Chen, Yi-Ping Phoebe Chen, Shichao Zhang, Chengqi Zhang |
| 2006 | APWEB | Clustering Web Documents Based on Knowledge Granularity. | Faliang Huang, Shichao Zhang |
| 2006 | APWEB | Adapting K-Means Algorithm for Discovering Clusters in Subspaces. | Yanchang Zhao, Chengqi Zhang, Shichao Zhang, Lianwei Zhao |
| 2006 | CSCWD | GridSM: a Norm-driven State Machine Model of Grid Workflow. | Shichao Zhang, Jiangming Yang, Ning Gu |
| 2006 | DaWaK | Difference Detection Between Two Contrast Sets. | Huijing Huang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Shichao Zhang |
| 2006 | ICDM | Identifying Follow-Correlation Itemset-Pairs. | Shichao Zhang, Jilian Zhang, Xiaofeng Zhu, Zifang Huang |
| 2006 | KDD | Identifying bridging rules between conceptual clusters. | Shichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang |
| 2006 | KSEM | Efficient Computation of Multi-feature Data Cubes. | Shichao Zhang, Rifeng Wang, Yanping Guo |
| 2006 | PAKDD | Is Frequency Enough for Decision Makers to Make Decisions?. | Shichao Zhang, Jeffrey Xu Yu, Jingli Lu, Chengqi Zhang |
| 2006 | PRICAI | Optimized Parameters for Missing Data Imputation. | Shichao Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang |
| 2005 | ADMA | In-Depth Data Mining and Its Application in Stock Market. | Chengqi Zhang, Shichao Zhang |
| 2005 | CSCWD | OSM: an organizational state machine model for CSCW systems. | Shichao Zhang, Yinjun Xu, Ning Gu |
| 2005 | DaWaK | A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases. | Shichao Zhang, Xindong Wu, Jilian Zhang, Chengqi Zhang |
| 2005 | PAKDD | A Recent-Biased Dimension Reduction Technique for Time Series Data. | Yanchang Zhao, Chengqi Zhang, Shichao Zhang |
| 2004 | APWEB | A Verification Model for Electronic Transaction Protocols. | Qingfeng Chen, Chengqi Zhang, Shichao Zhang |
| 2004 | ICML | Decision trees with minimal costs. | Charles X. Ling, Qiang Yang, Jianning Wang, Shichao Zhang |
| 2004 | PAKDD | Mining Term Association Rules for Heuristic Query Construction. | Zhenxing Qin, Li Liu, Shichao Zhang |
| 2004 | PRICAI | Dealing with Inconsistent Secure Messages. | Qingfeng Chen, Shichao Zhang |
| 2004 | PRICAI | Is Minimum-Support Appropriate to Identifying Large Itemsets? | Shichao Zhang, Li Liu, Jingli Lu, Yuming Ou |
| 2003 | APWEB | Verifying the Purchase Request in SET Protocol. | Qingfeng Chen, Chengqi Zhang, Shichao Zhang, Chunsheng Li |
| 2003 | IDEAL | Verifying the Payment Authorization in SET Protocol. | Qingfeng Chen, Chengqi Zhang, Shichao Zhang |
| 2003 | IDEAL | A Database-Independent Approach of Mining Association Rules with Genetic Algorithm. | Xiaowei Yan, Chengqi Zhang, Shichao Zhang |
| 2003 | SEKE | A Database-Independent Strategy for Confidence Determination. | Xiaowei Yan, Chengqi Zhang, Shichao Zhang |
| 2002 | ICML | Mining Both Positive and Negative Association Rules. | Xindong Wu, Chengqi Zhang, Shichao Zhang |
| 2002 | ICMLA | Association Rule Mining by Agents. | Xiaowei Yan, Chengqi Zhang, Shichao Zhang, John K. Debenham |
| 2002 | ICMLA | Mining Very Large Databases Using Software Agents. | Chengqi Zhang, Xiaowei Yan, Shichao Zhang, Paul Kennedy |
| 2001 | COCOON | A Logical Framework for Knowledge Sharing in Multi-agent Systems. | Kaile Su, Xudong Luo, Huaiqing Wang, Chengqi Zhang, Shichao Zhang, Qingfeng Chen |
| 2001 | DASFAA | Mining Small Databases by Collecting Knowledge. | Shichao Zhang, Chengqi Zhang |