The YouTube-8M Kaggle Competition: Challenges and Methods. - Haosheng Zou; Kun Xu; Jialian Li (CoRR, 2017)

Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process. - Haosheng Zou; Hang Su 006; Shihong Song; Jun Zhu 001 (AAAI, 2018)

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)

Reward Shaping via Meta-Learning. - Haosheng Zou; Tongzheng Ren; Dong Yan; Hang Su 006; Jun Zhu 001 (CoRR, 2019)

Learning Task-Distribution Reward Shaping with Meta-Learning. - Haosheng Zou; Tongzheng Ren; Dong Yan; Hang Su 006; Jun Zhu 001 (AAAI, 2021)

Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision. - Dawei Zhu; Xiyu Wei; Guangxiang Zhao; Wenhao Wu; Haosheng Zou; Junfeng Ran; Xun Wang; Lin Sun 010; Xiangzheng Zhang; Sujian Li (CoRR, 2025)

Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond. - Liang Wen; Yunke Cai; Fenrui Xiao; Xin He; Qi An; Zhenyu Duan; Yimin Du; Junchen Liu; Lifu Tang; Xiaowei Lv; Haosheng Zou; Yongchao Deng; et al. (CoRR, 2025)

360-LLaMA-Factory: Plug & Play Sequence Parallelism for Long Post-Training. - Haosheng Zou; Xiaowei Lv; Shousheng Jia; Xiangzheng Zhang (CoRR, 2025)