| 2026 | ACL | LEDOM: Reverse Language Model. | Xunjian Yin, Sitao Cheng, Yuxi Xie, Xinyu Hu, Li Lin, Xinyi Wang, Liangming Pan, William Yang Wang, Xiaojun Wan |
| 2025 | ACL | AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge. | Xiaobao Wu, Liangming Pan, Yuxi Xie, Ruiwen Zhou, Shuai Zhao, Yubo Ma, Mingzhe Du, Rui Mao, Anh Tuan Luu, William Yang Wang |
| 2025 | ICCV | MIND-RAG: Multimodal Context-Aware and Intent-Aware Retrieval-Augmented Generation for Educational Publications. | Jiayang Yu, Yuxi Xie, Guixuan Zhang, Jie Liu, Zhi Zeng, Ying Huang, Shuwu Zhang |
| 2025 | ICLR | Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron. | Yiran Zhao, Wenxuan Zhang, Yuxi Xie, Anirudh Goyal, Kenji Kawaguchi, Michael Shieh |
| 2025 | ICLR | SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement. | Antonis Antoniades, Albert rwall, Kexun Zhang, Yuxi Xie, Anirudh Goyal, William Yang Wang |
| 2024 | ACL | InstructCoder: Instruction Tuning Large Language Models for Code Editing. | Kaixin Li, Qisheng Hu, James Xu Zhao, Hui Chen, Yuxi Xie, Tiedong Liu, Michael Shieh, Junxian He |
| 2024 | ACL | Prompt Optimization via Adversarial In-Context Learning. | Do Xuan Long, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Kenji Kawaguchi, Michael Shieh, Junxian He |
| 2024 | EMNLP | Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models. | Hongfu Liu, Yuxi Xie, Ye Wang, Michael Shieh |
| 2024 | EMNLP | MVP-Bench: Can Large Vision-Language Models Conduct Multi-level Visual Perception Like Humans? | Guanzhen Li, Yuxi Xie, Min-Yen Kan |
| 2024 | EMNLP | V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization. | Yuxi Xie, Guanzhen Li, Xiao Xu, Min-Yen Kan |
| 2023 | EMNLP | ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning. | Yuxi Xie, Guanzhen Li, Min-Yen Kan |
| 2023 | EMNLP | Automatic Model Selection with Large Language Models for Reasoning. | James Xu Zhao, Yuxi Xie, Kenji Kawaguchi, Junxian He, Michael Qizhe Xie |
| 2020 | ACL | Semantic Graphs for Generating Deep Questions. | Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan |
| 2020 | COLING | Exploring Question-Specific Rewards for Generating Deep Questions. | Yuxi Xie, Liangming Pan, Dongzhe Wang, Min-Yen Kan, Yansong Feng |
| 2018 | ICA3PP | Accurate Identification of Internet Video Traffic Using Byte Code Distribution Features. | Yuxi Xie, Hanbo Deng, Lizhi Peng, Zhenxiang Chen |