SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models. - Dan Zhang; Ziniu Hu; Sining Zhoubian; Zhengxiao Du; Kaiyu Yang; Zihan Wang; Yisong Yue; Yuxiao Dong; Jie Tang 001 (NeurIPS, 2024)

ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search. - Dan Zhang; Sining Zhoubian; Ziniu Hu; Yisong Yue; Yuxiao Dong; Jie Tang 001 (NeurIPS, 2024)

SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning. - Dan Zhang; Ziniu Hu; Sining Zhoubian; Zhengxiao Du; Kaiyu Yang; Zihan Wang; Yisong Yue; Yuxiao Dong; Jie Tang 001 (CoRR, 2024)

Rock Classification Based on Residual Networks. - Sining Zhoubian; Yuyang Wang; Zhihuan Jiang (CoRR, 2024)

ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search. - Dan Zhang; Sining Zhoubian; Yisong Yue; Yuxiao Dong; Jie Tang 001 (CoRR, 2024)

DataSciBench: An LLM Agent Benchmark for Data Science. - Dan Zhang; Sining Zhoubian; Min Cai; Fengzu Li; Lekang Yang; Wei Wang 074; Tianjiao Dong; Ziniu Hu; Jie Tang 001; Yisong Yue (CoRR, 2025)

ReST-RL: Achieving Accurate Code Reasoning of LLMs with Optimized Self-Training and Decoding. - Sining Zhoubian; Dan Zhang; Yuxiao Dong; Jie Tang 001 (CoRR, 2025)