| 2026 | AAAI | ALERT: Adversarial Learning Enhanced Stability-aware Routing Transformer for Adaptive Depression Detection. | Liangyi Kang, Wei Hua, Yan Yang, Jie Liu, Dan Ye |
| 2025 | TrustCom | SCodeGen: A Real-Time Trustworthy Constrained Decoding Framework for Secure Code Generation with LLMs. | Muzi Qu, Jie Liu, Liangyi Kang, Shuyi Ling, Shuai Wang, Dan Ye, Tao Huang |
| 2024 | ICASSP | Context-Aware Dual Attention Network for Multimodal Sarcasm Detection. | Liangyi Kang, Jie Liu, Dan Ye, Zhiyang Zhou |
| 2023 | ICTAI | CSTCN: A Novel Causal-Based Framework for Air Quality Medium- and Long-term Prediction. | Ruihao Cao, Zhirou Ma, Liangyi Kang, Shuai Wang, Jie Liu |
| 2023 | ISSRE | Fixing Robust Out-of-distribution Detection for Deep Neural Networks. | Zhiyang Zhou, Jie Liu, Wensheng Dou, Shuo Li, Liangyi Kang, Muzi Qu, Dan Ye |
| 2023 | SEKE | EasyPip: Detect and Fix Dependency Problems in Python Dependency Declaration Files. | Shuo Li, Jie Liu, Haoxiang Tian, Shuai Wang, Wei Chen, Liangyi Kang, Dan Ye |
| 2021 | ECIR | Label Definitions Augmented Interaction Model for Legal Charge Prediction. | Liangyi Kang, Jie Liu, Lingqiao Liu, Dan Ye |
| 2021 | IJCNN | Identity-linked Group Channel Pruning for Deep Neural Networks. | Chenxin Zhang, Keqin Xu, Jie Liu, Zhiyang Zhou, Liangyi Kang, Dan Ye |