@inproceedings{hu2027repair,title={Learning from Repair Experience: Self-Evolving Agents for Automated Vulnerability Repair},author={Hu, Haichuan and Xie, Guoqing and Zhang, Quanjun and Liu, Jiawei and Yu, Shengcheng and Fang, Chunrong and Chen, Zhenyu and Xiao, Liang},booktitle={49th IEEE/ACM International Conference on Software Engineering},year={2027},url={https://arxiv.org/abs/2605.30105},}
2026
RESCUE-BENCH: Towards Relation-Aware Multi-Party Emotional Support Conversation Systems
Haichuan Hu, Yang Xiao, Mingni Tang, Jiawen Duan, Quanjun Zhang, Congqing He, Hao Zhang, Jiashuo Wang, Johan F. Hoorn, and Wenjie Li
In Findings of the 5th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 15th International Joint Conference on Natural Language Processing, 2026
@inproceedings{hu2026rescuebench,title={RESCUE-BENCH: Towards Relation-Aware Multi-Party Emotional Support Conversation Systems},author={Hu, Haichuan and Xiao, Yang and Tang, Mingni and Duan, Jiawen and Zhang, Quanjun and He, Congqing and Zhang, Hao and Wang, Jiashuo and Hoorn, Johan F. and Li, Wenjie},booktitle={Findings of the 5th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 15th International Joint Conference on Natural Language Processing},year={2026},url={https://arxiv.org/abs/2609.09657},}
LLM4ELCM: Multi-view enhanced large language models for explainable legal case matching
Congqing He, Haichuan Hu, Hao Zhang, Yuquan Le, Jiawei Wang, and Jacky Chi Kit Ng
@article{he2026llm4elcm,title={LLM4ELCM: Multi-view enhanced large language models for explainable legal case matching},author={He, Congqing and Hu, Haichuan and Zhang, Hao and Le, Yuquan and Wang, Jiawei and Ng, Jacky Chi Kit},journal={Information Sciences},pages={124199},year={2026},doi={10.1016/j.ins.2026.124199},url={https://doi.org/10.1016/j.ins.2026.124199},}
MultiFixer: A Coordinator-Proposer Based Multi-Agent Framework For Fixing Multi-Hunk Bugs
Haichuan Hu, Chunrong Fang, Ye Shang, Jiawei Liu, Weifeng Sun, Guoqing Xie, Chenxing Zhong, and Quanjun Zhang
In 41st IEEE/ACM International Conference on Automated Software Engineering, CCF-A, 2026
@inproceedings{hu2026multifixer,title={MultiFixer: A Coordinator-Proposer Based Multi-Agent Framework For Fixing Multi-Hunk Bugs},author={Hu, Haichuan and Fang, Chunrong and Shang, Ye and Liu, Jiawei and Sun, Weifeng and Xie, Guoqing and Zhong, Chenxing and Zhang, Quanjun},booktitle={41st IEEE/ACM International Conference on Automated Software Engineering},year={2026},doi={10.1145/3832783.3837527},url={https://doi.org/10.1145/3832783.3837527},}
PSearch: Search-based Patch Generation in the Era of LLM-based Automated Program Repair
Haichuan Hu, Ye Shang, Weifeng Sun, and Quanjun Zhang
In 41st IEEE/ACM International Conference on Automated Software Engineering, CCF-A, 2026
@inproceedings{hu2026psearch,title={PSearch: Search-based Patch Generation in the Era of LLM-based Automated Program Repair},author={Hu, Haichuan and Shang, Ye and Sun, Weifeng and Zhang, Quanjun},booktitle={41st IEEE/ACM International Conference on Automated Software Engineering},year={2026},doi={10.1145/3832783.3834422},url={https://doi.org/10.1145/3832783.3834422},}
ComPass: Contrastive Learning for Automated Patch Correctness Assessment in Program Repair
Quanjun Zhang, Ye Shang, Haichuan Hu, Chunrong Fang, Zhenyu Chen, and Liang Xiao
@article{zhang2026compass,title={ComPass: Contrastive Learning for Automated Patch Correctness Assessment in Program Repair},author={Zhang, Quanjun and Shang, Ye and Hu, Haichuan and Fang, Chunrong and Chen, Zhenyu and Xiao, Liang},journal={Empirical Software Engineering},volume={31},number={6},pages={157},year={2026},doi={10.1007/s10664-026-10871-x},url={https://doi.org/10.1007/s10664-026-10871-x},}
A Survey of Large Language Models for Legal Tasks: Progress, Prospects and Challenges
@article{he2026survey,title={A Survey of Large Language Models for Legal Tasks: Progress, Prospects and Challenges},author={He, Congqing and Hu, Haichuan and Li, Yanli and Zhang, Hao and Zhang, Quanjun},journal={Computer Science Review},volume={60},pages={100906},year={2026},doi={10.1016/j.cosrev.2026.100906},url={https://doi.org/10.1016/j.cosrev.2026.100906},}
Socio-spatial Inequalities in Industrial and Commercial Distributed Photovoltaic Deployment in China: Drivers and Policy Implications
Chenshuo Ma, Haichuan Hu, Yueting Ding, Qingzheng Wang, and Qian-Cheng Wang
Sustainable Energy Technologies and Assessments, JCR Q2, 2026
@article{ma2026photovoltaic,title={Socio-spatial Inequalities in Industrial and Commercial Distributed Photovoltaic Deployment in China: Drivers and Policy Implications},author={Ma, Chenshuo and Hu, Haichuan and Ding, Yueting and Wang, Qingzheng and Wang, Qian-Cheng},journal={Sustainable Energy Technologies and Assessments},volume={90},pages={105018},year={2026},doi={10.1016/j.seta.2026.105018},url={https://doi.org/10.1016/j.seta.2026.105018},}
Tree-CoT-RT: An Explainable Multi-Path Tree-Guided Chain-of-Thought and Reinforcement Learning Framework for Aspect Sentiment Quad Prediction
@inproceedings{zhang2026tree,title={Tree-CoT-RT: An Explainable Multi-Path Tree-Guided Chain-of-Thought and Reinforcement Learning Framework for Aspect Sentiment Quad Prediction},author={Zhang, Hao and Wang, Jiahao and Duan, Zhenke and Yin, Xin and Hu, Haichuan and Chen, Hualong and Suyi and He, Congqing and Tan, Yike and Cheah, Yu-N},booktitle={Findings of the Association for Computational Linguistics: 64th Annual Meeting of the Association for Computational Linguistics},pages={16372--16391},year={2026},doi={10.18653/v1/2026.findings-acl.806},url={https://doi.org/10.18653/v1/2026.findings-acl.806},}
Self-Evolving Coding Agents
Hao Zhou, Haichuan Hu, Ye Shang, and Quanjun Zhang
@misc{zhou2026selfevolving,title={Self-Evolving Coding Agents},author={Zhou, Hao and Hu, Haichuan and Shang, Ye and Zhang, Quanjun},howpublished={arXiv preprint arXiv:2608.03392},year={2026},url={https://arxiv.org/abs/2608.03392},}
Personalized Alignment in the Era of LLMs: A Review of Methodologies, Datasets, Evaluation, and Applications
Haichuan Hu, Xiao Yang, Jiashuo Wang, Quanjun Zhang, Mingni Tang, Changhe Song, Ye Shang, Congqing He, and Wenjie Li
@misc{hu2026personalized,title={Personalized Alignment in the Era of LLMs: A Review of Methodologies, Datasets, Evaluation, and Applications},author={Hu, Haichuan and Yang, Xiao and Wang, Jiashuo and Zhang, Quanjun and Tang, Mingni and Song, Changhe and Shang, Ye and He, Congqing and Li, Wenjie},howpublished={TechRxiv},year={2026},doi={10.36227/techrxiv.177083699.99572896/v1},url={https://doi.org/10.36227/techrxiv.177083699.99572896/v1},}
2025
Can GPT-O1 Kill All Bugs? An Evaluation of GPT-Family LLMs on QuixBugs
Haichuan Hu, Ye Shang, Guolin Xu, Congqing He, and Quanjun Zhang
In IEEE/ACM International Workshop on Automated Program Repair. Workshop , 2025
@inproceedings{hu2025gpto1,title={Can GPT-O1 Kill All Bugs? An Evaluation of GPT-Family LLMs on QuixBugs},author={Hu, Haichuan and Shang, Ye and Xu, Guolin and He, Congqing and Zhang, Quanjun},booktitle={IEEE/ACM International Workshop on Automated Program Repair},pages={11--18},year={2025},doi={10.1109/APR66717.2025.00007},url={https://doi.org/10.1109/APR66717.2025.00007},}
Mapping Utilizable Rooftop Areas to Meet Food Security Goal in Four High-density Cities: A Deep Learning and GIS Integrated Approach
Chenshuo Ma, Chao Yuan, Yifei Zhang, and Haichuan Hu
@article{ma2025rooftop,title={Mapping Utilizable Rooftop Areas to Meet Food Security Goal in Four High-density Cities: A Deep Learning and GIS Integrated Approach},author={Ma, Chenshuo and Yuan, Chao and Zhang, Yifei and Hu, Haichuan},journal={Sustainable Cities and Society},volume={118},pages={106066},year={2025},doi={10.1016/j.scs.2024.106066},url={https://doi.org/10.1016/j.scs.2024.106066},}
2024
Machine Translation Testing via Syntactic Tree Pruning
Quanjun Zhang, Juan Zhai, Chunrong Fang, Jiawei Liu, Weisong Sun, Haichuan Hu, and Qingyu Wang
ACM Transactions on Software Engineering and Methodology, CCF-A, 2024
@article{zhang2024machine,title={Machine Translation Testing via Syntactic Tree Pruning},author={Zhang, Quanjun and Zhai, Juan and Fang, Chunrong and Liu, Jiawei and Sun, Weisong and Hu, Haichuan and Wang, Qingyu},journal={ACM Transactions on Software Engineering and Methodology},volume={33},number={4},year={2024},doi={10.1145/3640329},url={https://doi.org/10.1145/3640329},}