Chenglin Liu, Xun Wang, Ruishuo Chen, Zhuoran Li, and Longbo Huang. (2026). "MLREF: Efficient Module Reuse for Reward Design in Reinforcement Learning via Large Language Models." arXiv preprint arXiv:2608.18827.
Bohan Zhao, Yuanhong Wang, Chenglin Liu, Jiaqi Pan, Guang Yang, Ruitao Liu, Tingrui Zhang, Kai Luo, and Wei Xu. (2026). "F2T: Fast Failover in LLM Training with Near-Zero Overhead State Management." In Proceedings of the World Artificial Intelligence Conference Academic (WAICA 2026).
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA