| 2026 | AAAI | Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement. | Zhenlong Dai, Zhuoluo Zhao, Hengning Wang, Xiu Tang, Sai Wu, Chang Yao, Zhipeng Gao, Jingyuan Chen |
| 2026 | AAAI | An Invariant Latent Space Perspective on Language Model Inversion. | Wentao Ye, Jiaqi Hu, Haobo Wang, Xinpeng Ti, Zhiqing Xiao, Hao Chen, Liyao Li, Lei Feng, Sai Wu, Junbo Zhao |
| 2026 | ACL | QBridge: Bridging Natural Language and SQL via Gold Query Rewriting with Agentic Refinement. | Zhensheng Luo, Sai Wu, Yuan Qiu, Chang Yao, Gang Chen, Xiu Tang |
| 2026 | ACL | Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning. | Qin Zhou, Guoyan Liang, Qianyi Yang, Jingyuan Chen, Sai Wu, Chang Yao, Zhe Wang |
| 2026 | DASFAA | Bridge-SQL: Bridging Single- and Multi-Turn Text-to-SQL via Preference-Aligned Question Rewriting. | Xuhang Zhu, Xiu Tang, Sai Wu, Yixuan Tang, Haobo Wang, Chang Yao, Ruichen Xia, Gang Chen |
| 2026 | SIGIR | Corpus-Centric Learning for Zero-Shot Table Retrieval. | Zhou He, Zhifei Pang, Xiu Tang, Sai Wu, Gang Chen |
| 2026 | SIGMOD | Adda: An Agent-Driven in-Database Feature Generation System. | Zhenyu Li, Zhihui Yang, Kuan Lu, Jiahao Wang, Gongsheng Yuan, Sai Wu |
| 2025 | AAAI | Less Is More: Adaptive Program Repair with Bug Localization and Preference Learning. | Zhenlong Dai, Bingrui Chen, Zhuoluo Zhao, Xiu Tang, Sai Wu, Chang Yao, Zhipeng Gao, Jingyuan Chen |
| 2025 | AAAI | Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities. | Guoyan Liang, Qin Zhou, Zhe Wang, Jingyuan Chen, Lin Gu, Chang Yao, Sai Wu, Bingcang Huang, Kai Chen |
| 2025 | ACL | T²DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning. | Han Lin, Xiu Tang, Huan Li, Wenxue Cao, Sai Wu, Chang Yao, Lidan Shou, Gang Chen |
| 2025 | ACL | DualGuard: A Parameter Space Transformation Approach for Bidirectional Defense in Split-Based LLM Fine-Tuning. | Zihan Liu, Yizhen Wang, Rui Wang, Sai Wu |
| 2025 | COLING | AIGT: AI Generative Table Based on Prompt. | Mingming Zhang, Zhiqing Xiao, Guoshan Lu, Sai Wu, Weiqiang Wang, Xing Fu, Can Yi, Junbo Zhao |
| 2025 | ICCV | Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation. | Qin Zhou, Guoyan Liang, Xindi Li, Jingyuan Chen, Zhe Wang, Chang Yao, Sai Wu |
| 2025 | ICLR | Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL. | Lin Long, Xijun Gu, Xinjie Sun, Wentao Ye, Haobo Wang, Sai Wu, Gang Chen, Junbo Zhao |
| 2025 | IJCAI | POLO: An LLM-Powered Project-Level Code Performance Optimization Framework. | Jiameng Bai, Ruoyi Xu, Sai Wu, Dingyu Yang, Junbo Zhao, Gang Chen |
| 2025 | IJCAI | CycSeq: Leveraging Cyclic Data Generation for Accurate Perturbation Prediction in Single-Cell RNA-Seq. | Yicheng Liu, Sai Wu, Tianyun Zhang, Chang Yao, Ning Shen |
| 2024 | AAAI | Sampling-Resilient Multi-Object Tracking. | Zepeng Li, Dongxiang Zhang, Sai Wu, Mingli Song, Gang Chen |
| 2024 | ICDE | In Situ Neural Relational Schema Matcher. | Xingyu Du, Gongsheng Yuan, Sai Wu, Gang Chen, Peng Lu |
| 2024 | WWW | Towards Cross-Table Masked Pretraining for Web Data Mining. | Chao Ye, Guoshan Lu, Haobo Wang, Liyao Li, Sai Wu, Gang Chen, Junbo Zhao |
| 2023 | ICCV | ModelGiF: Gradient Fields for Model Functional Distance. | Jie Song, Zhengqi Xu, Sai Wu, Gang Chen, Mingli Song |
| 2023 | ICLR | Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering. | Liyao Li, Haobo Wang, Liangyu Zha, Qingyi Huang, Sai Wu, Gang Chen, Junbo Zhao |
| 2023 | ICML | Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting. | Yuchen Liu, Chen Chen, Lingjuan Lyu, Fangzhao Wu, Sai Wu, Gang Chen |
| 2023 | ICML | Towards Controlled Data Augmentations for Active Learning. | Jianan Yang, Haobo Wang, Sai Wu, Gang Chen, Junbo Zhao |
| 2023 | VLDB | Quantum Computing for Databases: A Short Survey and Vision. | Gongsheng Yuan, Jiaheng Lu, Yuxing Chen, Sai Wu, Chang Yao, Zhengtong Yan, Tuodu Li, Gang Chen |
| 2022 | AAAI | Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers. | Zunlei Feng, Jiacong Hu, Sai Wu, Xiaotian Yu, Jie Song, Mingli Song |
| 2022 | ACL | Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis. | Yiming Zhang, Min Zhang, Sai Wu, Junbo Zhao |
| 2022 | ICDE | A Comparative Study of in-Database Inference Approaches. | Qiuru Lin, Sai Wu, Junbo Zhao, Jian Dai, Feifei Li, Gang Chen |
| 2022 | ICDE | Continuous Trajectory Similarity Search for Online Outlier Detection (Extended Abstract). | Dongxiang Zhang, Zhihao Chang, Sai Wu, Ye Yuan, Kian-Lee Tan, Gang Chen |
| 2022 | IJCAI | Comparison Knowledge Translation for Generalizable Image Classification. | Zunlei Feng, Tian Qiu, Sai Wu, Xiaotuan Jin, Zengliang He, Mingli Song, Huiqiong Wang |
| 2022 | ISPA | IceBerg: Deep Generative Modeling for Constraint Discovery and Anomaly Detection. | Wentao Hu, Dawei Jiang, Sai Wu, Ke Chen, Gang Chen |
| 2022 | WWW | A Sampling-based Learning Framework for Big Databases. | Jingtian Zhang, Sai Wu, Junbo Zhao, Zhongle Xie, Feifei Li, Yusong Gao, Gang Chen |
| 2022 | SIGMOD | PreQR: Pre-training Representation for SQL Understanding. | Xiu Tang, Sai Wu, Mingli Song, Shanshan Ying, Feifei Li, Gang Chen |
| 2021 | AAAI | Effective Slot Filling via Weakly-Supervised Dual-Model Learning. | Jue Wang, Ke Chen, Lidan Shou, Sai Wu, Gang Chen |
| 2021 | DASFAA | Learning to Label with Active Learning and Reinforcement Learning. | Xiu Tang, Sai Wu, Gang Chen, Ke Chen, Lidan Shou |
| 2021 | DASFAA | An Interactive NL2SQL Approach with Reuse Strategy. | Xiaxia Wang, Sai Wu, Lidan Shou, Ke Chen |
| 2021 | ICDE | A Learning to Tune Framework for LSH. | Xiu Tang, Sai Wu, Gang Chen, Jinyang Gao, Wei Cao, Zhifei Pang |
| 2021 | ICML | Joining datasets via data augmentation in the label space for neural networks. | Junbo Zhao, Mingfeng Ou, Linji Xue, Yunkai Cui, Sai Wu, Gang Chen |
| 2021 | KDD | Metric Learning via Penalized Optimization. | Hao Huang, Yanan Peng, Ting Gan, Weiping Tu, Ruiting Zhou, Sai Wu |
| 2020 | DASFAA | From Code to Natural Language: Type-Aware Sketch-Based Seq2Seq Learning. | Yuhang Deng, Hao Huang, Xu Chen, Zuopeng Liu, Sai Wu, Jifeng Xuan, Zongpeng Li |
| 2020 | WWW | Multi-Context Attention for Entity Matching. | Dongxiang Zhang, Yuyang Nie, Sai Wu, Yanyan Shen, Kian-Lee Tan |
| 2020 | SIGMOD | AUDITOR: A System Designed for Automatic Discovery of Complex Integrity Constraints in Relational Databases. | Wentao Hu, Dongxiang Zhang, Dawei Jiang, Sai Wu, Ke Chen, Kian-Lee Tan, Gang Chen |
| 2019 | CIKM | NAD: Neural Network Aided Design for Textile Pattern Generation. | Zhifei Pang, Sai Wu, Dongxiang Zhang, Yunjun Gao, Gang Chen |
| 2019 | ICDE | DBSCAN-MS: Distributed Density-Based Clustering in Metric Spaces. | Keyu Yang, Yunjun Gao, Rui Ma, Lu Chen, Sai Wu, Gang Chen |
| 2018 | ICDE | A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution. | Dongxiang Zhang, Long Guo, Xiangnan He, Jie Shao, Sai Wu, Heng Tao Shen |
| 2017 | CIKM | A New Approach to Compute CNNs for Extremely Large Images. | Sai Wu, Mengdan Zhang, Gang Chen, Ke Chen |
| 2016 | ICDE | Personal recommendation using deep recurrent neural networks in NetEase. | Sai Wu, Weichao Ren, Chengchao Yu, Gang Chen, Dongxiang Zhang, Jingbo Zhu |
| 2016 | SIGIR | iGlasses: A Novel Recommendation System for Best-fit Glasses. | Xiaoling Gu, Lidan Shou, Pai Peng, Ke Chen, Sai Wu, Gang Chen |
| 2016 | SIGMOD | Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases. | Chang Yao, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Sai Wu |
| 2016 | SIGMOD | LazyLSH: Approximate Nearest Neighbor Search for Multiple Distance Functions with a Single Index. | Yuxin Zheng, Qi Guo, Anthony K. H. Tung, Sai Wu |
| 2015 | ECIR | Toward the New Item Problem: Context-Enhanced Event Recommendation in Event-Based Social Networks. | Zhenhua Wang, Ping He, Lidan Shou, Ke Chen, Sai Wu, Gang Chen |
| 2015 | ICDE | PABIRS: A data access middleware for distributed file systems. | Sai Wu, Gang Chen, Xianke Zhou, Zhenjie Zhang, Anthony K. H. Tung, Marianne Winslett |
| 2014 | SIGIR | The knowing camera 2: recognizing and annotating places-of-interest in smartphone photos. | Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu |
| 2013 | ICDE | An efficient and compact indexing scheme for large-scale data store. | Peng Lu, Sai Wu, Lidan Shou, Kian-Lee Tan |
| 2013 | ICDE | Crowd-answering system via microblogging. | Xianke Zhou, Ke Chen, Sai Wu, Bingbing Zhang |
| 2013 | SIGIR | The knowing camera: recognizing places-of-interest in smartphone photos. | Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu |
| 2012 | ICDE | BestPeer++: A Peer-to-Peer Based Large-Scale Data Processing Platform. | Gang Chen, Tianlei Hu, Dawei Jiang, Peng Lu, Kian-Lee Tan, Hoang Tam Vo, Sai Wu |
| 2012 | ICDE | Cross Domain Search by Exploiting Wikipedia. | Chen Liu, Sai Wu, Shouxu Jiang, Anthony K. H. Tung |
| 2011 | CLOUD | Query optimization for massively parallel data processing. | Sai Wu, Feng Li, Sharad Mehrotra, Beng Chin Ooi |
| 2011 | ICDE | ES | Yu Cao, Chun Chen, Fei Guo, Dawei Jiang, Yuting Lin, Beng Chin Ooi, Hoang Tam Vo, Sai Wu, Quanqing Xu |
| 2011 | SIGMOD | TI: an efficient indexing mechanism for real-time search on tweets. | Chun Chen, Feng Li, Beng Chin Ooi, Sai Wu |
| 2011 | SIGMOD | Llama: leveraging columnar storage for scalable join processing in the MapReduce framework. | Yuting Lin, Divyakant Agrawal, Chun Chen, Beng Chin Ooi, Sai Wu |
| 2010 | SIGMOD | Indexing multi-dimensional data in a cloud system. | Jinbao Wang, Sai Wu, Hong Gao, Jianzhong Li, Beng Chin Ooi |
| 2010 | SIGMOD | Continuous sampling for online aggregation over multiple queries. | Sai Wu, Beng Chin Ooi, Kian-Lee Tan |
| 2010 | WISE | Providing Scalable Database Services on the Cloud. | Chun Chen, Gang Chen, Dawei Jiang, Beng Chin Ooi, Hoang Tam Vo, Sai Wu, Quanqing Xu |
| 2009 | EuroPar | SiMPSON: Efficient Similarity Search in Metric Spaces over P2P Structured Overlay Networks. | Quang Hieu Vu, Mihai Lupu, Sai Wu |
| 2009 | ICDE | Adaptive Multi-join Query Processing in PDBMS. | Sai Wu, Quang Hieu Vu, Jianzhong Li, Kian-Lee Tan |
| 2008 | ICDE | Skyline-join in distributed databases. | Dalie Sun, Sai Wu, Jianzhong Li, Anthony K. H. Tung |
| 2008 | SIGMOD | Just-in-time query retrieval over partially indexed data on structured P2P overlays. | Sai Wu, Jianzhong Li, Beng Chin Ooi, Kian-Lee Tan |