| 2026 | ACL | OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows. | Qiushi Sun, Mukai Li, Zhoumianze Liu, Zhihui Xie, Fangzhi Xu, Zhangyue Yin, Kanzhi Cheng, Zehao Li, Zichen Ding, Qi Liu, Zhiyong Wu, Zhuosheng Zhang, Ben Kao, Lingpeng Kong |
| 2025 | CSCWD | An Effective Log Sequence Anomaly Detection Method Guided by Large Language Models. | Zhihui Xie, Xiaolin Chai, Hong Luo, Yan Sun |
| 2025 | CVPR | VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models. | Lei Li, Yuancheng Wei, Zhihui Xie, Xuqing Yang, Yifan Song, Peiyi Wang, Chenxin An, Tianyu Liu, Sujian Li, Bill Yuchen Lin, Lingpeng Kong, Qi Liu |
| 2025 | EMNLP | Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition. | Chenxin An, Zhihui Xie, Xiaonan Li, Ming Zhong, Shansan Gong, Lei Li, Jun Zhang, Jingjing Xu, Lingpeng Kong |
| 2025 | ICLR | Jailbreaking as a Reward Misspecification Problem. | Zhihui Xie, Jiahui Gao, Lei Li, Zhenguo Li, Qi Liu, Lingpeng Kong |
| 2025 | ICML | Teaching Language Models to Critique via Reinforcement Learning. | Zhihui Xie, Jie Chen, Liyu Chen, Weichao Mao, Jingjing Xu, Lingpeng Kong |
| 2025 | SoCS | Multi-armed Bandit Algorithms for the Boolean Satisfiability Problem: A Survey. | Zhihui Xie, Xu Liu, Shuai Li |
| 2024 | EMNLP | VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment. | Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu |
| 2023 | ICML | Future-conditioned Unsupervised Pretraining for Decision Transformer. | Zhihui Xie, Zichuan Lin, Deheng Ye, Qiang Fu, Yang Wei, Shuai Li |
| 2022 | EMNLP | Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations. | Zhihui Xie, Handong Zhao, Tong Yu, Shuai Li |
| 2022 | WWW | Knowledge-aware Conversational Preference Elicitation with Bandit Feedback. | Canzhe Zhao, Tong Yu, Zhihui Xie, Shuai Li |
| 2022 | SIGIR | Dynamics-Aware Adaptation for Reinforcement Learning Based Cross-Domain Interactive Recommendation. | Junda Wu, Zhihui Xie, Tong Yu, Handong Zhao, Ruiyi Zhang, Shuai Li |
| 2021 | SIGIR | Comparison-based Conversational Recommender System with Relative Bandit Feedback. | Zhihui Xie, Tong Yu, Canzhe Zhao, Shuai Li |
| 2020 | ECCV | Layered Neighborhood Expansion for Incremental Multiple Graph Matching. | Zixuan Chen, Zhihui Xie, Junchi Yan, Yinqiang Zheng, Xiaokang Yang |
| 2017 | KDD | Optimal Reserve Price for Online Ads Trading Based on Inventory Identification. | Zhihui Xie, Kuang-Chih Lee, Liang Wang |
| 2008 | CEC | SVPCGA: Selection on virtual population based compact genetic algorithm. | Yi Hong, Sam Kwong, Hanli Wang, Zhihui Xie, Qingsheng Ren |
| 2007 | RTSS | Rendezvous Planning in Mobility-Assisted Wireless Sensor Networks. | Guoliang Xing, Tian Wang, Zhihui Xie, Weijia Jia |