作为技术骨干参与国家自然科学基金、中国科学院信息化项目等。在ACM TOIS、IEEE TKDE、IEEE TNNLS、SIGKDD、SIGIR、NeurIPS、ICDE、WWW、IJCAI等国际顶级学术期刊/会议发表论文50余篇，其中第一/通讯作者20余篇，论文谷歌学术引用3000余次，公开国际国内专利40余项；曾荣获中国科学院院长奖、SIGKDD-2018最佳学生论文奖、《中国科学·信息科学》热点论文奖、IEEE 3154-2024国际标准杰出贡献奖等荣誉。目前担任SIGKDD、ICML、NeurIPS、IJCAI、AAAI等十余项国际学术会议的程序委员/资深程序委员。

1. Chuan Qin, Zhang Le, Yihang Cheng, Rui Zha, Dazhong Shen, Qi Zhang, Xi Chen, Ying Sun, Chen Zhu, Hengshu Zhu, Hui Xiong. A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics. Proceedings of the IEEE (PIEEE). 2025

2. Chuan Qin, Xin Chen, Chengrui Wang, Pengmin Wu, Xi Chen, Yihang Cheng, Jingyi Zhao, Meng Xiao, Xiangchao Dong, Qingqing Long, Boya Pan, Han Wu, Chengzan Li, Yuanchun Zhou, Hui Xiong, Hengshu Zhu. Scihorizon: Benchmarking ai-for-science readiness from scientific data to large language models. In Proceedings of the 31st SIGKDD Conference on Knowledge Discovery and Data Mining V.2 (SIGKDD-2025), 2025.

3. Chuan Qin, Chuyu Fang, Kaichun Yao, Xi Chen, Fuzhen Zhuang, Hengshu Zhu. COTR: Efficient Job Task Recognition for Occupational Information Systems with Class-Incremental Learning. ACM Transactions on Management Information Systems (ACM TMIS), 2025.

4. Zhenyu Tong（共同一作）, Chuan Qin（共同一作）, Chuyu Fang, Kaichun Yao, Xi Chen, Jingshuai Zhang, Chen Zhu, Hengshu Zhu. From Missteps to Mastery: Enhancing Low-Resource Dense Retrieval through Adaptive Query Generation. In Proceedings of the 31st SIGKDD Conference on Knowledge Discovery and Data Mining V.1 (SIGKDD-2025), 2025.

5. Haiping Ma, Manwei Li, Chuan Qin（通讯作者）, Dazhong Shen, Hengshu Zhu, Xingyi Zhang, Hui Xiong. Joint Ability Assessment for Talent Recruitment: A Neural Cognitive Diagnosis Approach. ACM Transactions on Management Information Systems (ACM TMIS), 2025

6. Xi Chen（共同一作）, Chuan Qin（共同一作）, Chuyu Fang, Chao Wang, Chen Zhu, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong. Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking. In Proceedings of the Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS-2024), 2024

7. Xiaoshan Yu, Chuan Qin（通讯作者）, Dazhong Shen, Haiping Ma（通讯作者）, Le Zhang, Xinyi Zhang, Hengshu Zhu, Hui Xiong. RDGT: Enhancing Group Cognitive Diagnosis with Relation-Guided Dual-Side Graph Transformer. In IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2024

8. Chuan Qin, Hengshu Zhu, Dazhong Shen, Ying Sun, Kaichun Yao, Peng Wang, Hui Xiong. Automatic Skill-oriented Question Generation and Recommendation for Intelligent Job Interviews. In ACM Transactions on Information Systems (ACM TOIS), 2023

9. Chuyu Fang（共同一作）, Chuan Qin（共同一作）, Qi Zhang, Kaichun Yao, Jingshuai Zhang, Hengshu Zhu, Fuzhen Zhuang, Hui Xiong. RecruitPro: A Pretrained Language Model with Skill-Aware Prompt Learning for Intelligent Recruitment. In Proceedings of the 29th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD-2023), 2023

10. Yunfei Zhang（共同一作）, Chuan Qin（共同一作）, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu. ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness. In proceedings of the 2023 IEEE International Conference on Data Mining (ICDM-2023), 2023

11. Chuan Qin, Kaichun Yao, Hengshu Zhu, Tong Xu, Dazhong Shen, Enhong Chen, Hui Xiong. Towards Automatic Job Description Generation with Capability-Aware Neural Networks. In IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2022

12. Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Chao Ma, Enhong Chen, Hui Xiong. An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment. In ACM Transactions on Information Systems (ACM TOIS), 2020

13. 秦川，祝恒书，庄福振，郭庆宇，张琦，张乐，王超，陈恩红，熊辉，基于知识图谱的推荐系统研究综述.《中国科学: 信息科学》，2020. （《中国科学：信息科学》热点论文奖）

14. Chuan Qin, Hengshu Zhu, Chen Zhu, Tong Xu, Fuzhen Zhuang, Chao Ma, Jingshuai Zhang, Hui Xiong. DuerQuiz: A Personalized Question Recommender System for Intelligent Job Interview. In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD-2019), 2019

15. Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Liang Jiang, Enhong Chen, Hui Xiong. Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach. In Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-2018), 2018