Publications

Selected publications by Jiaxuan Luo on streaming multimodal systems, speech agents, and model behavior.

2026

  1. CriticHack: Evaluating Visual Rewards Under Robot Policy Optimization
    Jiaxuan Luo*†, Xingguo Xu*, Shanshan Wang*, Yuhan Zhou, and Zhen Zhang
    Under review at ICLR 2027
    arXiv
  2. CausalCache: Conditional High-Fidelity Restoration for Long-Horizon GUI Agents
    Jiaxuan Luo, Zhanfeng Liao, Jiayao Teng, Yuan Wang, and Haojian Huang
    Under review at AAAI 2027
    arXiv
  3. Retrieval-Augmented Simultaneous Speech Translation
    Jiaxuan Luo, Siqi Ouyang, Jiaxing Xu, and Lei Li
    In EMNLP 2026
    arXiv
  4. Is Vibe Coding Safe? Benchmarking Vulnerability of Agent-Generated Code in Real-World Tasks
    Songwen Zhao, Danqing Wang, Kexun Zhang, Jiaxuan Luo, Zhuo Li, and Lei Li
    In ICML 2026
    arXiv HTML Code Website
  5. AutoTerm-SST: Adaptive Terminology Memory for Simultaneous Speech Translation
    Jiaxuan Luo, Siqi Ouyang, and Lei Li
    In EMNLP 2026 System Demonstrations
    Video Code Website