| 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 | Think How Your Teammates Think: Active Inference Can Benefit Decentralized Execution. | Hao Wu, Shoucheng Song, Chang Yao, Sheng Han, Huaiyu Wan, Youfang Lin, Kai Lv |
| 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 |
| 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 | AAAI | CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness. | Shoucheng Song, Youfang Lin, Sheng Han, Chang Yao, Hao Wu, Shuo Wang, Kai Lv |
| 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 | Think Both Ways: Teacher-Student Bidirectional Reasoning Enhances MCQ Generation and Distractor Quality. | Yimiao Qiu, Yang Deng, Quanming Yao, Zhimeng Zhang, Zhiang Dong, Chang Yao, Jingyuan Chen |
| 2025 | ACL | CoLA: Collaborative Low-Rank Adaptation. | Yiyun Zhou, Chang Yao, Jingyuan Chen |
| 2025 | CVPR | Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders. | Wang Lin, Qingsong Wang, Yueying Feng, Shulei Wang, Tao Jin, Zhou Zhao, Fei Wu, Chang Yao, Jingyuan Chen |
| 2025 | EMNLP | Towards Reverse Engineering of Language Models: A Survey. | Xinpeng Ti, Wentao Ye, Zhifang Zhang, Junbo Zhao, Chang Yao, Lei Feng, Haobo Wang |
| 2025 | EMNLP | Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation. | Qingsong Wang, Tao Wu, Wang Lin, Yueying Feng, Gongsheng Yuan, Chang Yao, Jingyuan Chen |
| 2025 | ICCV | Boosting MLLM Reasoning with Text-Debiased Hint-GRPO. | Qihan Huang, Weilong Dai, Jinlong Liu, Wanggui He, Hao Jiang, Mingli Song, Jingyuan Chen, Chang Yao, Jie Song |
| 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 | ICML | Revisiting Differentially Private Algorithms for Decentralized Online Learning. | Xiaoyu Wang, Wenhao Yang, Chang Yao, Mingli Song, Yuanyu Wan |
| 2025 | IJCAI | Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer. | Wenkang Han, Wang Lin, Liya Hu, Zhenlong Dai, Yiyun Zhou, Mengze Li, Zemin Liu, Chang Yao, Jingyuan 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 |
| 2025 | IJCAI | Towards Robust Incremental Learning Under Ambiguous Supervision. | Rui Wang, Mingxuan Xia, Haobo Wang, Lei Feng, Junbo Zhao, Gang Chen, Chang Yao |
| 2025 | IJCAI | From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination. | Chang Yao, Youfang Lin, Shoucheng Song, Hao Wu, Yuqing Ma, Sheng Han, Kai Lv |
| 2024 | ACL | MPCoder: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning. | Zhenlong Dai, Chang Yao, WenKang Han, Yuanying Yuanying, Zhipeng Gao, Jingyuan Chen |
| 2024 | CVPR | Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation. | Lin Long, Haobo Wang, Zhijie Jiang, Lei Feng, Chang Yao, Gang Chen, Junbo Zhao |
| 2024 | ICDE | Lion: Minimizing Distributed Transactions Through Adaptive Replica Provision. | Qiushi Zheng, Zhanhao Zhao, Wei Lu, Chang Yao, Yuxing Chen, Anqun Pan, Xiaoyong Du |
| 2024 | ICML | Non-stationary Online Convex Optimization with Arbitrary Delays. | Yuanyu Wan, Chang Yao, Mingli Song, Lijun Zhang |
| 2024 | IJCAI | Advancing Medical Image Segmentation via Self-supervised Instance-adaptive Prototype Learning. | Guoyan Liang, Qin Zhou, Jingyuan Chen, Zhe Wang, Chang Yao |
| 2024 | KDD | CoMAL: Contrastive Active Learning for Multi-Label Text Classification. | Cheng Peng, Haobo Wang, Ke Chen, Lidan Shou, Chang Yao, Runze Wu, Gang Chen |
| 2024 | VLDB | Quantum Storage Design for Tables in RDBMS. | Tuodu Li, Gongsheng Yuan, Chang Yao, Meng Shi, Ziyue Wang, Ling Qian, Jiaheng Lu |
| 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 | APWEB | SynBERT: Chinese Synonym Discovery on Privacy-Constrain Medical Terms with Pre-trained BERT. | Ling-Ze Meng, Chang Yao, Meihui Zhang, Zhongle Xie |
| 2022 | HCI | Correlation Study of Clothing Pressure and Reducing Exercise Fatigue During Exergames. | Chang Yao, Ting Han, Xuewen Sun |
| 2022 | ICDE | ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics. | Qingpeng Cai, Kaiping Zheng, Beng Chin Ooi, Wei Wang, Chang Yao |
| 2020 | ICPR | Malware Detection by Exploiting Deep Learning over Binary Programs. | Panpan Qi, Zhaoqi Zhang, Wei Wang, Chang Yao |
| 2018 | APCC | Competitive Influence Blocking in Online Social Networks: A Case Study on WeChat. | Chang Yao, Yuanxing Zhang, Xiaomei Zhang, Kaigui Bian, Lingyang Song |
| 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 |
| 2007 | ICNC | Application of Distributed Genetic Algorithm Based on Migration Strategy in Image Segmentation. | Chang Yao, Houjin Chen, Jiangbo Yu, Jupeng Li |