Sining Zhoubian

According to our database, Sining Zhoubian authored at least 7 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

ReST-RL: Achieving Accurate Code Reasoning of LLMs with Optimized Self-Training and Decoding.

Sining Zhoubian, Dan Zhang, Yuxiao Dong, Jie Tang

CoRR, August, 2025

DataSciBench: An LLM Agent Benchmark for Data Science.

Dan Zhang, Sining Zhoubian, Min Cai, Fengzu Li, Lekang Yang, Wei Wang, Tianjiao Dong, Ziniu Hu, Jie Tang, Yisong Yue

CoRR, February, 2025

2024

ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search.

Dan Zhang, Sining Zhoubian, Yisong Yue, Yuxiao Dong, Jie Tang

CoRR, 2024

Rock Classification Based on Residual Networks.

Sining Zhoubian, Yuyang Wang, Zhihuan Jiang

CoRR, 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

CoRR, 2024

ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search.

Dan Zhang, Sining Zhoubian, Ziniu Hu, Yisong Yue, Yuxiao Dong, Jie Tang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024