Kaiyu He

According to our database, Kaiyu He authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

Is Grokking Worthwhile? Functional Analysis and Transferability of Generalization Circuits in Transformers.

Kaiyu He, Mian Zhang, Peilin Wu, Xinya Du, Zhiyu Chen

CoRR, January, 2026

2025

HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation.

Peilin Wu, Mian Zhang, Kun Wan, Wentian Zhao, Kaiyu He, Xinya Du, Zhiyu Chen

CoRR, October, 2025

GEAR: A General Evaluation Framework for Abductive Reasoning.

Kaiyu He, Peilin Wu, Mian Zhang, Kun Wan, Wentian Zhao, Xinya Du, Zhiyu Chen

CoRR, September, 2025

LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research.

Shuo Yan, Ruochen Li, Ziming Luo, Zimu Wang, Daoyang Li, Liqiang Jing, Kaiyu He, Peilin Wu, George Michalopoulos, Yue Zhang, Ziyang Zhang, Mian Zhang, Zhiyu Chen, Xinya Du

CoRR, June, 2025

Semantic Pivots Enable Cross-Lingual Transfer in Large Language Models.

Kaiyu He, Tong Zhou, Yubo Chen, Delai Qiu, Shengping Liu, Kang Liu, Jun Zhao

CoRR, May, 2025

From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models.

Kaiyu He, Zhiyu Chen

Trans. Mach. Learn. Res., 2025

LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research.

Shuo Yan, Ruochen Li, Ziming Luo, Zimu Wang, Daoyang Li, Liqiang Jing, Kaiyu He, Peilin Wu, Juntong Ni, George Michalopoulos, Yue Zhang, Ziyang Zhang, Mian Zhang, Zhiyu Chen, Xinya Du

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction.

Kaiyu He, Mian Zhang, Shuo Yan, Peilin Wu, Zhiyu Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

IDEA:Enhancing the Rule Learning Ability of Language Agents through Induction, Deduction, and Abduction.

Kaiyu He, Zhiyu Zoey Chen

CoRR, 2024