📝 Publications

Bold indicates my name; ^† denotes equal contribution. For the latest list, see my Google Scholar.

1. 
   PersonaCUABench: Benchmarking Computer-Use Agents Serving Diverse Personas. under review
   Haoming Li^†, Defu Cao^†, Xu Hu^†, Yingtao Luo, Yiyang Wang, Xianghe Xu, Jiashu He, Wanting Jiang, Yifan Zhang, Yunhan Zhao, Siyang Wu, Chen Yang, Haixin Wang, Zheyuan Deng, Taoran Li, Jingwen Zhang, Zhejian Peng, Shushu Liang, Yue Zhao, Bingzhe Li, Feng Chen, Yifan Wang, Jintao Huang, Yijun Wang, Yuexing Hao, Xiaomin Li.
   arXiv preprint arXiv:2610.22990, 2026.
   arXiv project page code
2. 
   SAFE-Mem: Secure Agentic Memory with Fine-Grained Authority and Governance-Aware Retrieval. under review
   Haoming Li, Dingyi Kang, Xu Hu, Jinxin Yang, Zhu Xu, Chenru Wang, Yi Ge, Miao Yin, Guanpeng Li, Feng Chen, Bingzhe Li.
   arXiv preprint arXiv:2610.22959, 2026.
   arXiv code
3. 
   CUA-Recovery: Benchmarking Error Recovery in Long-Horizon Computer-Use Agents. preprint
   Xu Hu^†, Haoming Li^†, Yuxiang Wang, Jinxin Yang, Kangshuo Li, Licheng Wang, Dingyi Kang, Jiayu Song, Tianhao Wang, Zhanhua Hu, Xu Yang, Qiannan Li, Bingzhe Li, Feng Chen.
   arXiv preprint arXiv:2610.27645, 2026.
   arXiv code
4. 
   No Hidden Prompts Needed! You Can Game AI Peer Review with Presentation-Only Revisions. NeurIPS 2026 Workshop
   Xu Yang, Zhizhou Sha, Junbo Li, Jian Yu, Yifan Sun, Matthew Zhao, Jinrui Fang, Xinyue Guo, Yining Wu, Xu Hu, Yifu Luo, Qiang Liu, Zhangyang Wang.
   NeurIPS 2026 Workshop on AI-Native Academia: Authorship, Peer Review, and Conference Governance under AI, 2026.
   arXiv project page code
5. 
   LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models. NeurIPS 2026
   Songtao Wei, Yi Li, Zhikai Li, Xu Hu, Yuede Ji, Guanpeng Li, Feng Chen, Carl Yang, Zhichun Guo, Bingzhe Li.
   Advances in Neural Information Processing Systems (NeurIPS), 2026.
   arXiv code
6. 
   Toward Trustworthy Computer-Use Agents: Risk Propagation, Evaluation Gaps, and Human Governance. under review
   Xu Hu, Haoming Li, Sabbir Ahmed, Md Nahiyan Uddin, Qiannan Li, Jessica Ouyang, Latifur Khan, Feng Chen, Bingzhe Li.
   Under review at ACM Computing Surveys, 2026.
   preprint paper list
7. 
   Anatomy of Agentic Memory: Taxonomy and Empirical Analysis of Evaluation and System Limitations. under review
   Dongming Jiang, Yi Li, Songtao Wei, Jinxin Yang, Ayushi Kishore, Alysa Zhao, Dingyi Kang, Xu Hu, Feng Chen, Qiannan Li, Bingzhe Li.
   arXiv preprint arXiv:2602.19320, 2026.
   arXiv paper list
8. 
   Small Updates, Big Doubts: Does Parameter-Efficient Fine-tuning Enhance Hallucination Detection? TMLR
   Xu Hu, Yifan Zhang, Songtao Wei, Chen Zhao, Qiannan Li, Bingzhe Li, Feng Chen.
   Transactions on Machine Learning Research (TMLR), 2026.
   arXiv
9. 
   Can Large Language Models Be Trusted Paper Reviewers? A Feasibility Study. IEEE MASS 2025
   Chuanlei Li, Xu Hu, Minghui Xu, Kun Li, Yue Zhang, Xiuzhen Cheng.
   2025 IEEE 22nd International Conference on Mobile Ad-Hoc and Smart Systems (MASS), pp. 531–536, IEEE, 2025.
   paper
10. 
    GM-LDM: Latent Diffusion Guided by Functional Connectivity for Gray-Matter Generation and Biomarker Identification. MICCAI 2025 Workshop
    Xu Hu, Jingling Yang, Wenjun Xiao, Sihan Jia, Yutong Gao, Zening Fu, Vince D. Calhoun, Yuda Bi.
    Predictive Intelligence in Medicine (PRIME 2025), Workshop at MICCAI 2025, pp. 58–69, 2025.
    paper code