Publications

You can also find my articles on my Google Scholar profile.

First Author

  • Arxiv 25 Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards
    Xiaoyuan Liu, Tian Liang, Zhiwei He, Jiahao Xu, Wenxuan Wang, Pinjia He, Zhaopeng Tu, Haitao Mi, Dong Yu
    [paper] [code]

  • ACL 25 Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs
    Xiaoyuan Liu, Wenxuan Wang, Youliang Yuan, Jen-tse Huang, Qiuzhi Liu, Pinjia He, Zhaopeng Tu
    [paper] [code]

Co-author

  • EMNLP 25 AI Sees Your Location—But With A Bias Toward The Wealthy World
    Jingyuan Huang, Jen-tse Huang, Ziyi Liu, Xiaoyuan Liu, Wenxuan Wang, Jieyu Zhao
    [paper] [code]

  • ACL 25 Can’t See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs
    Wenxuan Wang, Xiaoyuan Liu, Kuiyi Gao, Jen-tse Huang, Youliang Yuan, Pinjia He, Shuai Wang, Zhaopeng Tu
    [paper] [code]