Sining Zhoubian

Computer Science · Physical Sciences

3h-index18citations7works2.62yr avg
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Research Topics

Topic Modeling(1), Natural Language Processing Techniques(1), Data Mining Algorithms and Applications(1), Business Process Modeling and Analysis(1), Drilling and Well Engineering(1)

Publications7 total

ReST-RL: Achieving Accurate Code Reasoning of LLMs with Optimized Self-Training and Decoding
arXiv (Cornell University)·2025Open Access
DataSciBench: An LLM Agent Benchmark for Data Science
arXiv (Cornell University)·2025Open Access
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search
arXiv (Cornell University)·2024· 6 citedOpen Access
Rock Classification Based on Residual Networks
arXiv (Cornell University)·2024Open Access
SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models
arXiv (Cornell University)·2024· 4 citedOpen Access
SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models
2024· 2 cited
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search
2024· 6 cited

Frequent Co-authors

Yuxiao Dong(4), Jie Tang(4), Ziniu Hu(4), Dan Zhang(3), Yisong Yue(3), Dan Zhang(3), Zhengxiao Du(2), Kaiyu Yang(2), Zihan Wang(2), Yisong Yue(2), Jie Tang(1), Cai Min(1), Fanghu Li(1), Likun Yang(1), Wei Wang(1), Tian Dong(1), Jie Tang(1), Yuyang Wang(1), Zhihuan Jiang(1)