Jiayi Geng

According to our database, Jiayi Geng authored at least 19 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Accumulating Context Changes the Beliefs of Language Models.

Jiayi Geng, Howard Chen, Ryan Liu, Manoel Horta Ribeiro, Robb Willer, Graham Neubig, Thomas L. Griffiths

CoRR, November, 2025

Alita-G: Self-Evolving Generative Agent for Agent Generation.

Jiahao Qiu, Xuan Qi, Hongru Wang, Xinzhe Juan, Yimin Wang, Zelin Zhao, Jiayi Geng, Jiacheng Guo, Peihang Li, Jingzhe Shi, Shilong Liu, Mengdi Wang

CoRR, October, 2025

GAPS: A Clinically Grounded, Automated Benchmark for Evaluating AI Clinicians.

Xiuyuan Chen, Tao Sun, Dexin Su, Ailing Yu, Junwei Liu, Zhe Chen, Gangzeng Jin, Xin Wang, Jingnan Liu, Hansong Xiao, Hualei Zhou, Dongjie Tao, Chunxiao Guo, Minghui Yang, Yuan Xia, Jing Zhao, Qianrui Fan, Yanyun Wang, Shuai Zhen, Kezhong Chen, Jun Wang, Zewen Sun, Heng Zhao, Tian Guan, Shaodong Wang, Geyun Chang, Jiaming Deng, Hongchengcheng Chen, Kexin Feng, Ruzhen Li, Jiayi Geng, Changtai Zhao, Jun Wang, Guihu Lin, Peihao Li, Liqi Liu, Peng Wei, Jian Wang, Jinjie Gu, Ping Wang, Fan Yang

CoRR, October, 2025

Physics Supernova: AI Agent Matches Elite Gold Medalists at IPhO 2025.

Jiahao Qiu, Jingzhe Shi, Xinzhe Juan, Zelin Zhao, Jiayi Geng, Shilong Liu, Hongru Wang, Sanfeng Wu, Mengdi Wang

CoRR, September, 2025

A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence.

Huan-ang Gao, Jiayi Geng, Wenyue Hua, Mengkang Hu, Xinzhe Juan, Hongzhang Liu, Shilong Liu, Jiahao Qiu, Xuan Qi, Yiran Wu, Hongru Wang, Han Xiao, Yuhang Zhou, Shaokun Zhang, Jiayi Zhang, Jinyu Xiang, Yixiong Fang, Qiwen Zhao, Dongrui Liu, Qihan Ren, Cheng Qian, Zhenhailong Wang, Minda Hu, Huazheng Wang, Qingyun Wu, Heng Ji, Mengdi Wang

CoRR, July, 2025

Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems.

Jiayi Geng, Howard Chen, Dilip Arumugam, Thomas L. Griffiths

CoRR, May, 2025

Using the Tools of Cognitive Science to Understand Large Language Models at Different Levels of Analysis.

Alexander Ku, Declan Campbell, Xuechunzi Bai, Jiayi Geng, Ryan Liu, Raja Marjieh, R. Thomas McCoy, Andrew Nam, Ilia Sucholutsky, Veniamin Veselovsky, Liyi Zhang, Jian-Qiao Zhu, Thomas L. Griffiths

CoRR, March, 2025

CTMEG: A continuous-time medical event generation model for clinical prediction of long-term disease progression.

Mengxuan Sun, Xuebing Yang, Jiayi Geng, Jinghao Niu, Chutong Wang, Chang Cui, Xiuyuan Chen, Wen Tang, Wensheng Zhang

Neurocomputing, 2025

Dynamic-Step-Size Regulation in Pulse-Coupled Neural Networks.

Jiayi Geng, Fanqing Ji, Shouliang Li, Yulin Shen, Zhen Yang

Entropy, 2025

Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse.

Ryan Liu, Jiayi Geng, Addison J. Wu, Ilia Sucholutsky, Tania Lombrozo, Thomas L. Griffiths

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Large Language Models Assume People are More Rational than We Really are.

Ryan Liu, Jiayi Geng, Joshua C. Peterson, Ilia Sucholutsky, Thomas L. Griffiths

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

A Low Computational Burden Model Predictive Control for Dynamic Wireless Charging.

Tianlu Ma, Chaoqiang Jiang, Chen Chen, Yibo Wang, Jiayi Geng, Chi K. Tse

IEEE Trans. Ind. Electron., September, 2024

Continual Memorization of Factoids in Large Language Models.

Howard Chen, Jiayi Geng, Adithya Bhaskar, Dan Friedman, Danqi Chen

CoRR, 2024

TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling.

Jiahao Qiu, Yifu Lu, Yifan Zeng, Jiacheng Guo, Jiayi Geng, Huazheng Wang, Kaixuan Huang, Yue Wu, Mengdi Wang

CoRR, 2024

Dr. GPT in Campus Counseling: Understanding Higher Education Students' Opinions on LLM-assisted Mental Health Services.

Owen Xingjian Zhang, Shuyao Zhou, Jiayi Geng, Yuhan Liu, Sunny Xun Liu

CoRR, 2024

Language Models as Science Tutors.

Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, Sebastian Mizera, Toni Annala, Max Jameson Aragon, Arturo Rodríguez Fanlo, Simon Frieder, Simon Machado, Akshara Prabhakar, Ellie Thieu, Jiachen T. Wang, Zirui Wang, Xindi Wu, Mengzhou Xia, Wenhan Jia, Jiatong Yu, Jun-Jie Zhu, Zhiyong Jason Ren, Sanjeev Arora, Danqi Chen

CoRR, 2024

Language Models as Science Tutors.

Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, Sebastian Mizera, Toni Annala, Max Jameson Aragon, Arturo Rodríguez Fanlo, Simon Frieder, Simon Machado, Akshara Prabhakar, Ellie Thieu, Jiachen T. Wang, Zirui Wang, Xindi Wu, Mengzhou Xia, Wenhan Xia, Jiatong Yu, Junjie Zhu, Zhiyong Jason Ren, Sanjeev Arora, Danqi Chen

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

CORGI-PM: A Chinese Corpus For Gender Bias Probing and Mitigation.

Ge Zhang, Yizhi Li, Yaoyao Wu, Linyuan Zhang, Chenghua Lin, Jiayi Geng, Shi Wang, Jie Fu

CoRR, 2023

2020

Frequency-Locked Loop Based on a Repetitive Controller for Grid Synchronization Systems.

Jiayi Geng, Xue Li, Qing Liu, Jianliang Chen, Zhen Xin, Poh Chiang Loh

IEEE Access, 2020