| 2026 | AAAI | Invariant Feature Learning for Counterfactual Watch-time Prediction in Video Recommendation. | Chenghou Jin, Yixin Ren, Hongxu Ma, Yewei Xia, Yi Guan, Hao Zhang, Jiandong Ding, Jihong Guan, Shuigeng Zhou |
| 2026 | AAAI | GloTok: Global Perspective Tokenizer for Image Reconstruction and Generation. | Xuan Zhao, Zhongyu Zhang, Yuge Huang, Yuxi Mi, Guodong Mu, Shouhong Ding, Jun Wang, Rizen Guo, Shuigeng Zhou |
| 2026 | DASFAA | Disentanglement-Based Contrastive Learning and Optimization for User Identity Linkage. | Yue Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou, Wengen Li |
| 2026 | WWW | Generative Regression Based Watch Time Prediction for Short-Video Recommendation. | Hongxu Ma, Kai Tian, Tao Zhang, Xuefeng Zhang, Han Zhou, Chenghou Jin, Chunjie Chen, Han Li, Jihong Guan, Shuigeng Zhou |
| 2025 | AAAI | SlerpFace: Face Template Protection via Spherical Linear Interpolation. | Zhizhou Zhong, Yuxi Mi, Yuge Huang, Jianqing Xu, Guodong Mu, Shouhong Ding, Jingyun Zhang, Rizen Guo, Yunsheng Wu, Shuigeng Zhou |
| 2025 | ACL | Multi-matrix Factorization Attention. | Jingcheng Hu, Houyi Li, Yinmin Zhang, Zili Wang, Shuigeng Zhou, Xiangyu Zhang, Heung-Yeung Shum |
| 2025 | CVPR | A Focused Human Body Model for Accurate Anthropometric Measurements Extraction. | Shuhang Chen, Xianliang Huang, Zhizhou Zhong, Juhong Guan, Shuigeng Zhou |
| 2025 | CVPR | Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space. | Yi Liu, Wengen Li, Jihong Guan, Shuigeng Zhou, Yichao Zhang |
| 2025 | CVPR | Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion. | Yuxi Mi, Zhizhou Zhong, Yuge Huang, Qiuyang Yuan, Xuan Zhao, Jianqing Xu, Shouhong Ding, Shaoming Wang, Rizen Guo, Shuigeng Zhou |
| 2025 | EMNLP | VENUS: A VLLM-driven Video Content Discovery System for Real Application Scenarios. | Minyi Zhao, Yi Liu, Jianfeng Wen, Boshen Zhang, Hailang Chang, Zhiheng Ouyang, Jie Wang, Wensong He, Shuigeng Zhou |
| 2025 | ICASSP | Exploring Inter-Variate and Long-Term Dependencies to Boost Multivariate Time Series Forecasting. | Xi Ding, Yifan He, Shuigeng Zhou, Guiyang Liu, Qi Zhou |
| 2025 | ICASSP | A New Model for Prototype-based Continual Learning in Hyperspherical Space. | Yixin Ren, Yewei Xia, Li Ke, Longtao Huang, Hui Xue, Shuigeng Zhou |
| 2025 | ICDE | CausalFormer: An Interpretable Transformer for Temporal Causal Discovery (Extended Abstract). | Lingbai Kong, Wengen Li, Hanchen Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou |
| 2025 | ICLR | UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition. | Xiao Lin, Yuge Huang, Jianqing Xu, Yuxi Mi, Shuigeng Zhou, Shouhong Ding |
| 2025 | IJCAI | Imagination-Limited Q-Learning for Offline Reinforcement Learning. | Wenhui Liu, Zhijian Wu, Jingchao Wang, Dingjiang Huang, Shuigeng Zhou |
| 2025 | IJCAI | Identifying Causal Mechanism Shifts Under Additive Models with Arbitrary Noise. | Yewei Xia, Xueliang Cui, Hao Zhang, Yixin Ren, Feng Xie, Jihong Guan, Ruxin Wang, Shuigeng Zhou |
| 2025 | IJCAI | Efficient Constraint-based Window Causal Graph Discovery in Time Series with Multiple Time Lags. | Yewei Xia, Yixin Ren, Hong Cheng, Hao Zhang, Jihong Guan, Minchuan Xu, Shuigeng Zhou |
| 2025 | KDD | Score-based Generative Modeling for Conditional Independence Testing. | Yixin Ren, Chenghou Jin, Yewei Xia, Li Ke, Longtao Huang, Hui Xue, Hao Zhang, Jihong Guan, Shuigeng Zhou |
| 2025 | KDD | Fast Causal Discovery by Approximate Kernel-based Generalized Score Functions with Linear Computational Complexity. | Yixin Ren, Haocheng Zhang, Yewei Xia, Hao Zhang, Jihong Guan, Shuigeng Zhou |
| 2024 | AAAI | Weakly Supervised Few-Shot Object Detection with DETR. | Chenbo Zhang, Yinglu Zhang, Lu Zhang, Jiajia Zhao, Jihong Guan, Shuigeng Zhou |
| 2024 | ACCV | Hi-NeRF: Hybridizing 2D Inpainting with Neural Radiance Fields for 3D Scene Inpainting. | Xianliang Huang, Shuhang Chen, Zhizhou Zhong, Jiajie Gou, Jihong Guan, Shuigeng Zhou |
| 2024 | AISTATS | Learning Adaptive Kernels for Statistical Independence Tests. | Yixin Ren, Yewei Xia, Hao Zhang, Jihong Guan, Shuigeng Zhou |
| 2024 | CVPR | Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. | Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubn Vera-Rodrguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Firrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sbastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti |
| 2024 | CVPR | Privacy-Preserving Face Recognition Using Trainable Feature Subtraction. | Yuxi Mi, Zhizhou Zhong, Yuge Huang, Jiazhen Ji, Jianqing Xu, Jun Wang, Shaoming Wang, Shouhong Ding, Shuigeng Zhou |
| 2024 | ICASSP | Multivariate Time Series Forecasting with Causal-Temporal Attention Network. | Wenbo Liu, Yifan He, Jihong Guan, Shuigeng Zhou |
| 2024 | ICASSP | Tail Classes Matter: Long-Tailed Object Detection Revisited. | Yinglu Zhang, Chenbo Zhang, Lu Zhang, Tianying Liu, Jihong Guan, Xinkai Liang, Jiajia Zhao, Shuigeng Zhou |
| 2024 | ICDM | Weakly-Supervised Graph Classification with Even a Single Key Subgraph Per Class. | Lu Zhang, Chenbo Zhang, Jihong Guan, Shuigeng Zhou |
| 2023 | AAAI | Differentially Private Nonlinear Causal Discovery from Numerical Data. | Hao Zhang, Yewei Xia, Yixin Ren, Jihong Guan, Shuigeng Zhou |
| 2023 | AAAI | DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery - a Focus on Affinity Prediction Problems with Noise Annotations. | Yuanfeng Ji, Lu Zhang, Jiaxiang Wu, Bingzhe Wu, Lanqing Li, Long-Kai Huang, Tingyang Xu, Yu Rong, Jie Ren, Ding Xue, Houtim Lai, Wei Liu, Junzhou Huang, Shuigeng Zhou, Ping Luo, Peilin Zhao, Yatao Bian |
| 2023 | AAAI | Multi-Level Wavelet Mapping Correlation for Statistical Dependence Measurement: Methodology and Performance. | Yixin Ren, Hao Zhang, Yewei Xia, Jihong Guan, Shuigeng Zhou |
| 2023 | APWEB | Identifying Backdoor Attacks in Federated Learning via Anomaly Detection. | Yuxi Mi, Yiheng Sun, Jihong Guan, Shuigeng Zhou |
| 2023 | CIKM | Incremental Graph Classification by Class Prototype Construction and Augmentation. | Yixin Ren, Li Ke, Dong Li, Hui Xue, Zhao Li, Shuigeng Zhou |
| 2023 | DASFAA | GIPA: A General Information Propagation Algorithm for Graph Learning. | Houyi Li, Zhihong Chen, Zhao Li, Qinkai Zheng, Peng Zhang, Shuigeng Zhou |
| 2023 | ICCV | Privacy-Preserving Face Recognition Using Random Frequency Components. | Yuxi Mi, Yuge Huang, Jiazhen Ji, Minyi Zhao, Jiaxiang Wu, Xingkun Xu, Shouhong Ding, Shuigeng Zhou |
| 2023 | ICCV | Meta-ZSDETR: Zero-shot DETR with Meta-learning. | Lu Zhang, Chenbo Zhang, Jiajia Zhao, Jihong Guan, Shuigeng Zhou |
| 2023 | ICDM | Causal Discovery by Continuous Optimization with Conditional Independence Constraint: Methodology and Performance. | Yewei Xia, Hao Zhang, Yixin Ren, Jihong Guan, Shuigeng Zhou |
| 2023 | IJCNN | Anime Character Identification and Tag Prediction by Multimodality Modeling: Dataset and Model. | Fan Yi, Jiaxiang Wu, Minyi Zhao, Shuigeng Zhou |
| 2023 | IJCNN | Boosting Aspect Sentiment Quad Prediction by Data Augmentation and Self-Training. | Yongxin Yu, Minyi Zhao, Shuigeng Zhou |
| 2023 | SIGIR | Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer. | Minyi Zhao, Jinpeng Wang, Dongliang Liao, Yiru Wang, Huanzhong Duan, Shuigeng Zhou |
| 2022 | AAAI | Residual Similarity Based Conditional Independence Test and Its Application in Causal Discovery. | Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan |
| 2022 | ACCV | Two-Stage Multimodality Fusion for High-Performance Text-Based Visual Question Answering. | Bingjia Li, Jie Wang, Minyi Zhao, Shuigeng Zhou |
| 2022 | CIKM | Fusing Geometric and Scene Information for Cross-View Geo-Localization. | Siyuan Guo, Tianying Liu, Wengen Li, Jihong Guan, Shuigeng Zhou |
| 2022 | CIKM | BidH: A Bidirectional Hierarchical Model for Nested Named Entity Recognition. | Wanyang Xu, Wengen Li, Jihong Guan, Shuigeng Zhou |
| 2022 | ICASSP | Multi-Modal Learning with Text Merging for TEXTVQA. | Changsheng Xu, Zhenlong Xu, Yifan He, Shuigeng Zhou, Jihong Guan |
| 2022 | IJCAI | C3-STISR: Scene Text Image Super-resolution with Triple Clues. | Minyi Zhao, Miao Wang, Fan Bai, Bingjia Li, Jie Wang, Shuigeng Zhou |
| 2022 | ICTAI | A Generative Adversarial Active Learning Method for Effective Outlier Detection. | Mohamed Jaward Bah, Ji Zhang, Ting Yu, Feng Xia, Zhao Li, Shuigeng Zhou, Hongzhi Wang |
| 2022 | NAACL | EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification. | Minyi Zhao, Lu Zhang, Yi Xu, Jiandong Ding, Jihong Guan, Shuigeng Zhou |
| 2022 | WACV | Robustly Recognizing Irregular Scene Text by Rectifying Principle Irregularities. | Changsheng Xu, Yang Wang, Fan Bai, Jihong Guan, Shuigeng Zhou |
| 2021 | AAAI | GIF Thumbnails: Attract More Clicks to Your Videos. | Yi Xu, Fan Bai, Yingxuan Shi, Qiuyu Chen, Longwen Gao, Kai Tian, Shuigeng Zhou, Huyang Sun |
| 2021 | AAAI | Testing Independence Between Linear Combinations for Causal Discovery. | Hao Zhang, Kun Zhang, Shuigeng Zhou, Jihong Guan, Ji Zhang |
| 2021 | APWEB | FedMDR: Federated Model Distillation with Robust Aggregation. | Yuxi Mi, Yutong Mu, Shuigeng Zhou, Jihong Guan |
| 2021 | CVPR | Boosting the Performance of Video Compression Artifact Reduction With Reference Frame Proposals and Frequency Domain Information. | Yi Xu, Minyi Zhao, Jing Liu, Xinjian Zhang, Longwen Gao, Shuigeng Zhou, Huyang Sun |
| 2021 | CVPR | Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss. | Lu Zhang, Shuigeng Zhou, Jihong Guan, Ji Zhang |
| 2021 | EMNLP | Weakly-supervised Text Classification Based on Keyword Graph. | Lu Zhang, Jiandong Ding, Yi Xu, Yingyao Liu, Shuigeng Zhou |
| 2021 | ICDAR | ICDAR 2021 Competition on Scene Video Text Spotting. | Zhanzhan Cheng, Jing Lu, Baorui Zou, Shuigeng Zhou, Fei Wu |
| 2021 | IJCNN | RBA-CenterNet: Feature Enhancement by Rotated Border Alignment for Oriented Object Detection. | Tianying Liu, Yang Wang, Siyun Hou, Wengen Li, Jihong Guan, Shuigeng Zhou, Rufu Qin |
| 2021 | SIGMOD | MIDAS: Towards Efficient and Effective Maintenance of Canned Patterns in Visual Graph Query Interfaces. | Kai Huang, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou |
| 2020 | AAAI | Network as Regularization for Training Deep Neural Networks: Framework, Model and Performance. | Kai Tian, Yi Xu, Jihong Guan, Shuigeng Zhou |
| 2020 | DASFAA | Optimal Trade Execution Based on Deep Deterministic Policy Gradient. | Zekun Ye, Weijie Deng, Shuigeng Zhou, Yi Xu, Jihong Guan |
| 2020 | ICPR | Text Recognition in Real Scenarios with a Few Labeled Samples. | Jinghuang Lin, Zhanzhan Cheng, Fan Bai, Yi Niu, Shiliang Pu, Shuigeng Zhou |
| 2020 | ICPR | Recognizing Multiple Text Sequences from an Image by Pure End-to-End Learning. | Zhenlong Xu, Shuigeng Zhou, Fan Bai, Zhanzhan Cheng, Yi Niu, Shiliang Pu |
| 2020 | ICTAI | Learning Latent Semantic Attributes for Zero-Shot Object Detection. | Kang Wang, Lu Zhang, Yifan Tan, Jiajia Zhao, Shuigeng Zhou |
| 2020 | SIGMOD | AURORA: Data-driven Construction of Visual Graph Query Interfaces for Graph Databases. | Sourav S. Bhowmick, Kai Huang, Huey-Eng Chua, Zifeng Yuan, Byron Choi, Shuigeng Zhou |
| 2020 | SIGMOD | BOOMER: A Tool for Blending Visual P-Homomorphic Queries on Large Networks. | Yinglong Song, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou |
| 2019 | AAAI | Learning Competitive and Discriminative Reconstructions for Anomaly Detection. | Kai Tian, Shuigeng Zhou, Jianping Fan, Jihong Guan |
| 2019 | AAAI | Recursively Learning Causal Structures Using Regression-Based Conditional Independence Test. | Hao Zhang, Shuigeng Zhou, Chuanxu Yan, Jihong Guan, Xin Wang |
| 2019 | CVPR | Versatile Multiple Choice Learning and Its Application to Vision Computing. | Kai Tian, Yi Xu, Shuigeng Zhou, Jihong Guan |
| 2019 | ER | Parallel Clique-Like Subgraph Counting and Listing. | Yi Yang, Da Yan, Shuigeng Zhou, Guimu Guo |
| 2019 | ICCV | Non-Local ConvLSTM for Video Compression Artifact Reduction. | Yi Xu, Longwen Gao, Kai Tian, Shuigeng Zhou, Huyang Sun |
| 2019 | ICDE | An Indexing Framework for Efficient Visual Exploratory Subgraph Search in Graph Databases. | Chaohui Wang, Miao Xie, Sourav S. Bhowmick, Byron Choi, Xiaokui Xiao, Shuigeng Zhou |
| 2019 | PRICAI | Simple Is Better: A Global Semantic Consistency Based End-to-End Framework for Effective Zero-Shot Learning. | Fan Wu, Shuigeng Zhou, Kang Wang, Yi Xu, Jihong Guan, Jun Huan |
| 2019 | SIGMOD | CATAPULT: Data-driven Selection of Canned Patterns for Efficient Visual Graph Query Formulation. | Kai Huang, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou |
| 2018 | AAAI | Measuring Conditional Independence by Independent Residuals: Theoretical Results and Application in Causal Discovery. | Hao Zhang, Shuigeng Zhou, Jihong Guan |
| 2018 | APWEB | EarnCache: Self-adaptive Incremental Caching for Big Data Applications. | Yifeng Luo, Junshi Guo, Shuigeng Zhou |
| 2018 | CVPR | Edit Probability for Scene Text Recognition. | Fan Bai, Zhanzhan Cheng, Yi Niu, Shiliang Pu, Shuigeng Zhou |
| 2018 | CVPR | AON: Towards Arbitrarily-Oriented Text Recognition. | Zhanzhan Cheng, Yangliu Xu, Fan Bai, Yi Niu, Shiliang Pu, Shuigeng Zhou |
| 2018 | ICDE | Efficient Retrieval of Bounded-Cost Informative Routes. | Wengen Li, Jiannong Cao, Jihong Guan, Man Lung Yiu, Shuigeng Zhou |
| 2018 | SIGMOD | BOOMER: Blending Visual Formulation and Processing of P -Homomorphic Queries on Large Networks. | Yinglong Song, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou |
| 2017 | AAAI | Causal Discovery Using Regression-Based Conditional Independence Tests. | Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan |
| 2017 | DASFAA | Supporting Cost-Efficient Multi-tenant Database Services with Service Level Objectives (SLOs). | Yifeng Luo, Junshi Guo, Jiaye Zhu, Jihong Guan, Shuigeng Zhou |
| 2017 | DEXA | A Graph Matching Based Method for Dynamic Passenger-Centered Ridesharing. | Jia Shi, Yifeng Luo, Shuigeng Zhou, Jihong Guan |
| 2017 | ICCV | Focusing Attention: Towards Accurate Text Recognition in Natural Images. | Zhanzhan Cheng, Fan Bai, Yunlu Xu, Gang Zheng, Shiliang Pu, Shuigeng Zhou |
| 2017 | ICDCS | JeCache: Just-Enough Data Caching with Just-in-Time Prefetching for Big Data Applications. | Yifeng Luo, Jia Shi, Shuigeng Zhou |
| 2017 | ICTAI | Gaussian Weighting Reversion Strategy for Accurate On-Line Portfolio Selection. | Zekun Ye, Kai Huang, Shuigeng Zhou, Jihong Guan |
| 2017 | UCC | Role of Individual Activity in Rumor Spreading in Scale-free Networks. | Yichao Zhang, Minmin Xiong, Yanwei Xu, Jihong Guan, Shuigeng Zhou |
| 2016 | AAAI | Group and Graph Joint Sparsity for Linked Data Classification. | Longwen Gao, Shuigeng Zhou |
| 2016 | ECAI | Semi-Supervised Group Sparse Representation: Model, Algorithm and Applications. | Longwen Gao, Yeqing Li, Junzhou Huang, Shuigeng Zhou |
| 2016 | ICDE | VColor: A practical vertex-cut based approach for coloring large graphs. | Yun Peng, Byron Choi, Bingsheng He, Shuigeng Zhou, Ruzhi Xu, Xiaohui Yu |
| 2016 | KDD | Diversified Temporal Subgraph Pattern Mining. | Yi Yang, Da Yan, Huanhuan Wu, James Cheng, Shuigeng Zhou, John C. S. Lui |
| 2015 | AAAI | Learning Sparse Representations from Datasets with Uncertain Group Structures: Model, Algorithm and Applications. | Longwen Gao, Shuigeng Zhou |
| 2015 | DASFAA | Boosting Financial Trend Prediction with Twitter Mood Based on Selective Hidden Markov Models. | Yifu Huang, Shuigeng Zhou, Kai Huang, Jihong Guan |
| 2015 | ICDE | PIGEON: Progress indicator for subgraph queries. | Xiaojing Xie, Zhe Fan, Byron Choi, Peipei Yi, Sourav S. Bhowmick, Shuigeng Zhou |
| 2015 | ICDT | On The I/O Complexity of Dynamic Distinct Counting. | Xiaocheng Hu, Yufei Tao, Yi Yang, Shengyu Zhang, Shuigeng Zhou |
| 2015 | IJCAI | Semi-Universal Portfolios with Transaction Costs. | Dingjiang Huang, Yan Zhu, Bin Li, Shuigeng Zhou, Steven C. H. Hoi |
| 2015 | SIGMOD | Efficient Route Planning on Public Transportation Networks: A Labelling Approach. | Sibo Wang, Wenqing Lin, Yi Yang, Xiaokui Xiao, Shuigeng Zhou |
| 2015 | UIC | Knowledge Diffusion in Complex Networks. | Yichao Zhang, M. A. Aziz-Alaoui, Cyrille Bertelle, Jihong Guan, Shuigeng Zhou |
| 2014 | AAAI | Towards Topological-Transformation Robust Shape Comparison: A Sparse Representation Based Manifold Embedding Approach. | Longwen Gao, Shuigeng Zhou |
| 2014 | DASFAA | Efficiently Evaluating Range-Constrained Spatial Keyword Query on Road Networks. | Wengen Li, Jihong Guan, Shuigeng Zhou |
| 2014 | DASFAA | Privacy-Preserving Reachability Query Services. | Shuxiang Yin, Zhe Fan, Peipei Yi, Byron Choi, Jianliang Xu, Shuigeng Zhou |
| 2014 | EDBT | Distributed Spatial Keyword Querying on Road Networks. | Siqiang Luo, Yifeng Luo, Shuigeng Zhou, Gao Cong, Jihong Guan |
| 2014 | FAW | Calculating the Crossing Probability on the Square Tessellation of a Connection Game with Random Move Order: The Algorithm and Its Complexity. | Yi Yang, Shuigeng Zhou, Jihong Guan |
| 2014 | ICDE | Private search on key-value stores with hierarchical indexes. | Haibo Hu, Jianliang Xu, Xizhong Xu, Kexin Pei, Byron Choi, Shuigeng Zhou |
| 2014 | SPAA | Finding approximate partitions and splitters in external memory. | Xiaocheng Hu, Yufei Tao, Yi Yang, Shuigeng Zhou |
| 2013 | CIDR | VOGUE: Towards A Visual Interaction-aware Graph Query Processing Framework. | Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou |
| 2013 | IJCAI | Robust Median Reversion Strategy for On-Line Portfolio Selection. | Dingjiang Huang, Junlong Zhou, Bin Li, Steven C. H. Hoi, Shuigeng Zhou |
| 2013 | RECOMB | Boosting Prediction Performance of Protein-Protein Interaction Hot Spots by Using Structural Neighborhood Properties - (Extended Abstract). | Lei Deng, Jihong Guan, Xiaoming Wei, Yuan Yi, Shuigeng Zhou |
| 2013 | SIGMOD | Recursive mechanism: towards node differential privacy and unrestricted joins. | Shixi Chen, Shuigeng Zhou |
| 2013 | SIGMOD | QUBLE: blending visual subgraph query formulation with query processing on large networks. | Ho Hoang Hung, Sourav S. Bhowmick, Ba Quan Truong, Byron Choi, Shuigeng Zhou |
| 2013 | SIGMOD | Shortest path and distance queries on road networks: towards bridging theory and practice. | Andy Diwen Zhu, Hui Ma, Xiaokui Xiao, Siqiang Luo, Youze Tang, Shuigeng Zhou |
| 2013 | SODA | Output-sensitive Skyline Algorithms in External Memory. | Xiaocheng Hu, Cheng Sheng, Yufei Tao, Yi Yang, Shuigeng Zhou |
| 2012 | EDBT | Integrating historical noisy answers for improving data utility under differential privacy. | Shixi Chen, Shuigeng Zhou, Sourav S. Bhowmick |
| 2012 | ICDE | PRAGUE: Towards Blending Practical Visual Subgraph Query Formulation and Query Processing. | Changjiu Jin, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou |
| 2011 | DASFAA | Towards Efficient Subgraph Search in Cloud Computing Environments. | Yifeng Luo, Jihong Guan, Shuigeng Zhou |
| 2011 | DASFAA | A GML Documents Stream Compressor. | Yinan Yu, Yuzhen Li, Shuigeng Zhou |
| 2011 | DASFAA | Adapting Skyline Computation to the MapReduce Framework: Algorithms and Experiments. | Boliang Zhang, Shuigeng Zhou, Jihong Guan |
| 2011 | SIGMOD | GBLENDER: visual subgraph query formulation meets query processing. | Changjiu Jin, Sourav S. Bhowmick, Xiaokui Xiao, Byron Choi, Shuigeng Zhou |
| 2009 | BIBE | Empirical Probability Functions Derived from Dihedral Angles for Protein Structure Prediction. | Qiwen Dong, Xin Geng, Shuigeng Zhou, Jihong Guan |
| 2009 | ICDCS | m-LIGHT: Indexing Multi-Dimensional Data over DHTs. | Yuzhe Tang, Jianliang Xu, Shuigeng Zhou, Wang-Chien Lee |
| 2009 | ICDE | Concept Clustering of Evolving Data. | Shixi Chen, Haixun Wang, Shuigeng Zhou |
| 2009 | ICPADS | Towards Keyword Search over Relational Databases in DHT Networks. | Jian Yu, Jihong Guan, Jianliang Xu, Shuigeng Zhou |
| 2009 | MDM | Multidimensional Similarity In-network Query for Large-Scale Sensor Networks. | Xuejun Liu, Shuigeng Zhou, Guangwei Bai, Diwen Zhu |
| 2008 | ICDCS | LHT: A Low-Maintenance Indexing Scheme over DHTs. | Yuzhe Tang, Shuigeng Zhou |
| 2008 | ICDE | Stop Chasing Trends: Discovering High Order Models in Evolving Data. | Shixi Chen, Haixun Wang, Shuigeng Zhou, Philip S. Yu |
| 2007 | EWSN | Towards Energy-Efficient Skyline Monitoring in Wireless Sensor Networks. | Hekang Chen, Shuigeng Zhou, Jihong Guan |
| 2007 | ICDE | GPress: Towards Effective GML Documents Compresssion. | Jihong Guan, Shuigeng Zhou |
| 2007 | ICDE | GString: A Novel Approach for Efficient Search in Graph Databases. | Haoliang Jiang, Haixun Wang, Philip S. Yu, Shuigeng Zhou |
| 2007 | MDAI | CWC: A Clustering-Based Feature Weighting Approach for Text Classification. | Lin Zhu, Jihong Guan, Shuigeng Zhou |
| 2006 | DASFAA | KEYNOTE: Keyword Search by Node Selection for Text Retrieval on DHT-Based P2P Networks. | Zheng Zhang, Shuigeng Zhou, Weining Qian, Aoying Zhou |
| 2006 | ICDE | SIPPER: Selecting Informative Peers in Structured P2P Environment for Content-Based Retrieval. | Shuigeng Zhou, Zheng Zhang, Weining Qian, Aoying Zhou |
| 2006 | KDD | Mining distance-based outliers from large databases in any metric space. | Yufei Tao, Xiaokui Xiao, Shuigeng Zhou |
| 2006 | PAKDD | gTRICLUSTER: A More General and Effective 3D Clustering Algorithm for Gene-Sample-Time Microarray Data. | Haoliang Jiang, Shuigeng Zhou, Jihong Guan, Ying Zheng |
| 2006 | PAKDD | Neighborhood Density Method for Selecting Initial Cluster Centers in K-Means Clustering. | Yunming Ye, Joshua Zhexue Huang, Xiaojun Chen, Shuigeng Zhou, Graham J. Williams, Xiaofei Xu |
| 2005 | DASFAA | CoCache: Query Processing Based on Collaborative Caching in P2P Systems. | Weining Qian, Linhao Xu, Shuigeng Zhou, Aoying Zhou |
| 2005 | PAKDD | A Neighborhood-Based Clustering Algorithm. | Shuigeng Zhou, Yue Zhao, Jihong Guan, Joshua Zhexue Huang |
| 2005 | SIGIR | On redundancy of training corpus for text categorization: a perspective of geometry. | Shuigeng Zhou, Jihong Guan |
| 2004 | APWEB | N-SHOQ(D): A Nonmonotonic Extension of Description Logic SHOQ(D). | Songxin Wang, Shuigeng Zhou, Fei Wang, Aoying Zhou |
| 2004 | APWEB | Towards Adaptive Probabilistic Search in Unstructured P2P Systems. | Linhao Xu, Chenyun Dai, Wenyuan Cai, Shuigeng Zhou, Aoying Zhou |
| 2004 | APWEB | Efficient Query Routing for XML Documents Retrieval in Unstructured Peer-to-Peer Networks. | Deqing Yang, Linhao Xu, Wenyuan Cai, Shuigeng Zhou, Aoying Zhou |
| 2004 | APWEB | PeerSDI: A Peer-to-Peer Information Dissemination System. | Keping Zhao, Shuigeng Zhou, Linhao Xu, Wenyuan Cai, Aoying Zhou |
| 2004 | ER | GML Storage: A Spatial Database Approach. | Yuzhen Li, Jun Li, Shuigeng Zhou |
| 2003 | DASFAA | Fast Text Classification: A Training-Corpus Pruning Based Approac. | Shuigeng Zhou, Tok Wang Ling, Jihong Guan, Jiangtao Hu, Aoying Zhou |
| 2003 | ER | Index Selection for Efficient XML Path Expression Processing. | Zhimao Guo, Zhengchuan Xu, Shuigeng Zhou, Aoying Zhou, Ming Li |
| 2003 | IDEAS | Dynamic Tuning of XML Storage Schema in VXMLR. | Zhengchuan Xu, Zhimao Guo, Shuigeng Zhou, Aoying Zhou |
| 2003 | WISE | Distributed geo-referenced information accessing and integrating based on mobile agents and GML. | Jihong Guan, Shuigeng Zhou |
| 2002 | ADBIS | An Approach to Improve Text Classification Efficiency. | Shuigeng Zhou, Jihong Guan |
| 2002 | CICLING | Chinese Documents Classification Based on N-Grams. | Shuigeng Zhou, Jihong Guan |
| 2002 | DEXA | Pruning Training Corpus to Speedup Text Classification. | Jihong Guan, Shuigeng Zhou |
| 2002 | NLDB | Evaluation and Construction of Training Corpuses for Text Classification: A Preliminary Study. | Shuigeng Zhou, Jihong Guan |
| 2001 | CoopIS | Mobile-Agent Based Distributed Web GIS. | Jihong Guan, Shuigeng Zhou, Aoying Zhou |
| 2001 | DEXA | A Novel Full-Text Indexing Model for Chinese Text Retrieval. | Shuigeng Zhou, Yunfa Hu, Jiangtao Hu |
| 2001 | PAKDD | A Hybrid Approach to Clustering in Very Large Databases. | Aoying Zhou, Weining Qian, Hailei Qian, Wen Jin, Shuigeng Zhou, Ye Fan |
| 2001 | SMC | Chinese text retrieval: an adjacency matrix based approach. | Shuigeng Zhou, Yunfa Hu |
| 2000 | PAKDD | Combining Sampling Technique with DBSCAN Algorithm for Clustering Large Spatial Databases. | Shuigeng Zhou, Aoying Zhou, Jing Cao, Wen Jin, Ye Fan, Yunfa Hu |
| 1999 | PAKDD | Mining Functional Dependency Rule of Relational Database. | Xiaopeng Tao, Ning Wang, Shuigeng Zhou, Aoying Zhou, Yunfa Hu |
| 1999 | PAKDD | Incremental Mining of Schema for Semistructured Data. | Aoying Zhou, Wen Jin, Shuigeng Zhou, Zengping Tian |
| 1999 | PAKDD | An Improved Definition of Multidimensional Inter-transaction Association Rule. | Aoying Zhou, Shuigeng Zhou, Wen Jin, Zengping Tian |