| 2026 | ACL | Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs. | Yiming Huang, Zhenbo Shi, Xin-Cheng Wen, Jichuan Zeng, Cuiyun Gao, Peiyi Han, Chuanyi Liu |
| 2025 | ACL | Boosting Vulnerability Detection of LLMs via Curriculum Preference Optimization with Synthetic Reasoning Data. | Xin-Cheng Wen, Yijun Yang, Cuiyun Gao, Yang Xiao, Deheng Ye |
| 2025 | ICSE | Repository-Level Graph Representation Learning for Enhanced Security Patch Detection. | Xin-Cheng Wen, Zirui Lin, Cuiyun Gao, Hongyu Zhang, Yong Wang, Qing Liao |
| 2024 | ICSE | ReposVul: A Repository-Level High-Quality Vulnerability Dataset. | Xinchen Wang, Ruida Hu, Cuiyun Gao, Xin-Cheng Wen, Yujia Chen, Qing Liao |
| 2024 | ISSTA | Collaboration to Repository-Level Vulnerability Detection. | Xin-Cheng Wen |
| 2024 | ISSTA | SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection. | Xin-Cheng Wen, Cuiyun Gao, Shuzheng Gao, Yang Xiao, Michael R. Lyu |
| 2023 | ICASSP | Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition. | Jiaxin Ye, Xin-Cheng Wen, Yujie Wei, Yong Xu, Kunhong Liu, Hongming Shan |
| 2023 | ICSE | Vulnerability Detection with Graph Simplification and Enhanced Graph Representation Learning. | Xin-Cheng Wen, Yupan Chen, Cuiyun Gao, Hongyu Zhang, Jie M. Zhang, Qing Liao |
| 2022 | IJCAI | CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion Recognition. | Xin-Cheng Wen, Jiaxin Ye, Yan Luo, Yong Xu, Xuan-Ze Wang, Chang-Li Wu, Kun-Hong Liu |
| 2020 | ICPR | The Application of Capsule Neural Network Based CNN for Speech Emotion Recognition. | Xin-Cheng Wen, Kun-Hong Liu, Wei-Ming Zhang, Kai Jiang |