| 2026 | ACL | Where Did It Go Wrong? Capability-Oriented Failure Attribution for Vision-and-Language Navigation Agents. | Jianming Chen, Yawen Wang, Junjie Wang, Xiaofei Xie, Shoubin Li, Qing Wang, Fanjiang Xu |
| 2026 | ACL | SAGE: Synergistic Adaptive Gating of Experts for Hateful Video Detection. | Jie Huang, Xin Liao, Junjie Wang, Mingyang Li, Wenshuo Wang, Ziyou Jiang, Shoubin Li, Qing Wang |
| 2026 | ACL | Generative Text-to-Image Retrieval via Hierarchical Identifiers and Semantic Internalization. | Jie Huang, Junjie Wang, Xin Liao, Ziyou Jiang, Wenshuo Wang, Shoubin Li, Qing Wang |
| 2024 | DAS | LD-DOC: Light-Weight Domain-Adaptive Document Layout Analysis. | Zhangchi Gao, Shoubin Li, Yangyang Liu, Mingyang Li, Kai Huang, Yi Ren |
| 2024 | ISSTA | Enhancing Multi-agent System Testing with Diversity-Guided Exploration and Adaptive Critical State Exploitation. | Xuyan Ma, Yawen Wang, Junjie Wang, Xiaofei Xie, Boyu Wu, Shoubin Li, Fanjiang Xu, Qing Wang |
| 2024 | KSEM | AutoIE: An Automated Framework for Information Extraction from Scientific Literature. | Yangyang Liu, Shoubin Li, Kai Huang, Qing Wang |
| 2024 | KSEM | AutoLabel: Automated Textual Data Annotation Method Based on Active Learning and Large Language Model. | Xuran Ming, Shoubin Li, Mingyang Li, Lvlong He, Qing Wang |
| 2024 | QRS | Do Agents Behave Aligned with Human Instructions? - An Automated Assessment Approach. | Kairui Wang, Yawen Wang, Xi Wu, Shoubin Li, Qing Wang |
| 2024 | QRS | Generating Evaluation Criteria of Domain-Specific Large Language Model Using Word Vector Clustering. | Jingyu Yang, Hao Xu, Rongxiao Wang, Xuran Ming, Shoubin Li |
| 2023 | ICSE | Cross-Domain Requirements Linking via Adversarial-based Domain Adaptation. | Zhiyuan Chang, Mingyang Li, Qing Wang, Shoubin Li, Junjie Wang |
| 2021 | PRICAI | VTLayout: Fusion of Visual and Text Features for Document Layout Analysis. | Shoubin Li, Xuyan Ma, Shuaiqun Pan, Jun Hu, Lin Shi, Qing Wang |
| 2020 | ICSE | Detection of hidden feature requests from massive chat messages via deep siamese network. | Lin Shi, Mingzhe Xing, Mingyang Li, Yawen Wang, Shoubin Li, Qing Wang |
| 2020 | QRS | Is There A "Golden" Rule for Code Reviewer Recommendation? : - An Experimental Evaluation. | Yuanzhe Hu, Junjie Wang, Jie Hou, Shoubin Li, Qing Wang |