Playing FPS Games With Environment-Aware Hierarchical Reinforcement Learning. - Shihong Song; Jiayi Weng; Hang Su 006; Dong Yan; Haosheng Zou; Jun Zhu 001 (IJCAI, 2019)

URBER: Ultrafast Rule-Based Escape Routing Method for Large-Scale Sample Delivery Biochips. - Jiayi Weng; Tsung-Yi Ho; Weiqing Ji; Peng Liu; Mengdi Bao; Hailong Yao (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Tianshou: a Highly Modularized Deep Reinforcement Learning Library. - Jiayi Weng; Huayu Chen; Dong Yan; Kaichao You; Alexis Duburcq; Minghao Zhang; Hang Su 006; Jun Zhu 001 (CoRR, 2021)

EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine. - Jiayi Weng; Min Lin; Shengyi Huang; Bo Liu 039; Denys Makoviichuk; Viktor Makoviychuk; Zichen Liu; Yufan Song; Ting Luo; Yukun Jiang; Zhongwen Xu; Shuicheng Yan (NeurIPS, 2022)

Tianshou: A Highly Modularized Deep Reinforcement Learning Library. - Jiayi Weng; Huayu Chen; Dong Yan; Kaichao You; Alexis Duburcq; Minghao Zhang; Yi Su; Hang Su 006; Jun Zhu 001 (J. Mach. Learn. Res., 2022)

Deep reinforcement learning with credit assignment for combinatorial optimization. - Dong Yan; Jiayi Weng; Shiyu Huang 001; Chongxuan Li; Yichi Zhou; Hang Su 006; Jun Zhu 001 (Pattern Recognit., 2022)

Evaluation of Technical Support in Software Promotion Effectiveness Based on Causal Machine Learning. - Jiayi Weng; Zihang He; Siqi Liu; Lei Zhang (FSDM, 2024)

Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform. - Shengyi Huang; Jiayi Weng; Rujikorn Charakorn; Min Lin; Zhongwen Xu; Santiago Ontañón (ICLR, 2024)

Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning. - Shengyi Huang; Quentin Gallouédec; Florian Felten; Antonin Raffin; Rousslan Fernand Julien Dossa; Yanxiao Zhao; Ryan Sullivan; Viktor Makoviychuk; Denys Makoviichuk; Mohamad H. Danesh; Cyril Roumégous; Jiayi Weng; et al. (CoRR, 2024)

The Coldness of Your Explanation: How Emotional Intensity in Large Language Models Shapes User Satisfaction. - Shouwang Lu; Jiayi Weng (PACIS, 2025)

A New Evaluation Model for Traumatic Severe Pneumothorax Based on Interpretable Machine Learning. - Yinzhen Lv; Jiayi Weng; Jing Li; Wei Chen; He Huang; Yuzhuo Zhao (Int. J. Comput. Commun. Control, 2025)