Zheng, Tianshi

4 publications

ICLR 2026 Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs Yisen Gao, Jiaxin Bai, Tianshi Zheng, Ziwei Zhang, Qingyun Sun, Xingcheng Fu, Jianxin Li, Yangqiu Song

ICLR 2026 NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents Tianshi Zheng, Kelvin Kiu Wai Tam, Newt Nguyen Kim Hue Nam, Baixuan Xu, Zhaowei Wang, Cheng Jiayang, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Tianqing Fang, Yangqiu Song, Ginny Wong, Simon See

TMLR 2025 The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning Tianshi Zheng, Yixiang Chen, Chengxi Li, Chunyang Li, Qing Zong, Haochen Shi, Baixuan Xu, Yangqiu Song, Ginny Wong, Simon See

TMLR 2023 Sequential Query Encoding for Complex Query Answering on Knowledge Graphs Jiaxin Bai, Tianshi Zheng, Yangqiu Song