| 2026 | ACL | CURE: Critique-Driven Unified Reinforcement Learning for Test-Time Self-Improvement. | Guirong Chen, Shuqi Ye, Wenkai Yang, Shiqi Shen, Guangyao Shen, Yankai Lin |
| 2025 | ACL | Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL. | Wei Yao, Wenkai Yang, Ziqiao Wang, Yankai Lin, Yong Liu |
| 2025 | COLING | Exploring Backdoor Vulnerabilities of Chat Models. | Wenkai Yang, Yunzhuo Hao, Yankai Lin |
| 2025 | COLING | Distilling Rule-based Knowledge into Large Language Models. | Wenkai Yang, Yankai Lin, Jie Zhou, Ji-Rong Wen |
| 2025 | DAC | Self-Attention to Operator Learning-based 3D-IC Thermal Simulation. | Zhen Huang, Hong Wang, Wenkai Yang, Muxi Tang, Depeng Xie, Ting-Jung Lin, Yu Zhang, Wei W. Xing, Lei He |
| 2025 | ICLR | Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization. | Wenkai Yang, Shiqi Shen, Guangyao Shen, Wei Yao, Yong Liu, Gong Zhi, Yankai Lin, Ji-Rong Wen |
| 2024 | ICLR | Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs. | Lean Wang, Wenkai Yang, Deli Chen, Hao Zhou, Yankai Lin, Fandong Meng, Jie Zhou, Xu Sun |
| 2024 | IJCNN | Defying Forgetting in Continual Relation Extraction via Batch Spectral Norm Regularization. | Rundong Gao, Wenkai Yang, Xu Sun |
| 2023 | ACL | Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter. | Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang, Xu Sun |
| 2023 | EACL | Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features. | Sishuo Chen, Wenkai Yang, Xiaohan Bi, Xu Sun |
| 2022 | AAAI | Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks. | Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Yunfang Wu, Xu Sun |
| 2022 | EMNLP | Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks. | Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun |
| 2021 | ACL | Rethinking Stealthiness of Backdoor Attack against NLP Models. | Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun |
| 2021 | EMNLP | RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. | Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun |
| 2021 | NAACL | Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. | Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He |
| 2019 | MICCAI | DScGANS: Integrate Domain Knowledge in Training Dual-Path Semi-supervised Conditional Generative Adversarial Networks and S3VM for Ultrasonography Thyroid Nodules Classification. | Wenkai Yang, Juanjuan Zhao, Yan Qiang, Xiaotang Yang, Yunyun Dong, Qianqian Du, Guohua Shi, Muhammad Bilal Zia |