| 2026 | AAAI | Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs. | Xinwei Wu, Heng Liu, Xiaohu Zhao, Yuqi Ren, Linlong Xu, Longyue Wang, Deyi Xiong, Weihua Luo, Kaifu Zhang |
| 2026 | ACL | SARA: Unlocking Multilingual Knowledge in Mixture-of-Experts via Semantically Anchored Routing Alignment. | Tianyu Dong, Yangyang Liu, Jiang Zhou, Xinwei Wu, Xiaohu Zhao, Hao Wang, Heng Liu, Linlong Xu, Longyue Wang, Weihua Luo, Shaolin Zhu, Deyi Xiong |
| 2026 | ACL | Neuronal Insights into LLM Attacks: Targeted Neuron Tuning for Precise and Robust Vulnerability Patching. | Dan Shi, Renren Jin, Zhuowen Han, Yuqi Ren, Xinwei Wu, Zhigen Li, Deyi Xiong |
| 2026 | ACL | From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models. | Ling Shi, Xinwei Wu, Xiaohu Zhao, Hao Wang, Heng Liu, Yangyang Liu, Linlong Xu, Longyue Wang, Deyi Xiong, Weihua Luo |
| 2026 | ACL | M²PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation. | Hao Wang, Linlong Xu, Heng Liu, Yangyang Liu, Xiaohu Zhao, Bo Zeng, Liangying Shao, Yichen Dong, Xinwei Wu, Jiang Zhou, Tianyu Dong, Xiangxiang Zeng, Longyue Wang, Weihua Luo |
| 2026 | ACL | Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation. | Jiang Zhou, Xiaohu Zhao, Xinwei Wu, Tianyu Dong, Hao Wang, Yangyang Liu, Heng Liu, Linlong Xu, Longyue Wang, Weihua Luo, Deyi Xiong |
| 2025 | COLING | CONTRANS: Weak-to-Strong Alignment Engineering via Concept Transplantation. | Weilong Dong, Xinwei Wu, Renren Jin, Shaoyang Xu, Deyi Xiong |
| 2025 | EMNLP | Towards a Unified Paradigm of Concept Editing in Large Language Models. | Zhuowen Han, Xinwei Wu, Dan Shi, Renren Jin, Deyi Xiong |
| 2025 | EMNLP | DiplomacyAgent: Do LLMs Balance Interests and Ethical Principles in International Events? | Jianxiang Peng, Ling Shi, Xinwei Wu, Hanwen Zhang, Fujiang Liu, Haocheng Lyu, Deyi Xiong |
| 2024 | ACL | Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching. | Xinwei Wu, Weilong Dong, Shaoyang Xu, Deyi Xiong |
| 2024 | EMNLP | Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? | Shaoyang Xu, Weilong Dong, Zishan Guo, Xinwei Wu, Deyi Xiong |
| 2023 | EMNLP | DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models. | Xinwei Wu, Junzhuo Li, Minghui Xu, Weilong Dong, Shuangzhi Wu, Chao Bian, Deyi Xiong |
| 2021 | WSDM | Unbiased Learning to Rank in Feeds Recommendation. | Xinwei Wu, Hechang Chen, Jiashu Zhao, Li He, Dawei Yin, Yi Chang |
| 2019 | IECON | Data-Driven Disturbance Decoupling Fault Tolerant Control for System with Deterministic Disturbance. | Tianyi Gao, Shen Yin, Kuan Li, Xinwei Wu |
| 2019 | IECON | A Data-Driven Closed-loop Subspace-aided Approach to Predictive Controller Design. | Xinwei Wu, Xuebo Yang, Tianyi Gao |