Jiaxin Ge

I am a first-year Ph.D. student in computer science at UC Berkeley, advised by Prof. Trevor Darrell. I am a member of Berkeley AI Research (BAIR).

I received Bachelor's Degree from Peking University, where I was fortunately advised by Prof. Shanghang Zhang. I also worked closely with Prof. Graham Neubig, Prof. Jim Glass, and Prof. Guangyu Robert Yang.

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Selected Publications

I'm interested in vision-language, agents, vision/video understanding and beyond. If you are interested, please feel free to reach out!

Training Task Experts Through Retrieval Based Distillation
Jiaxin Ge*, Xueying Jia*, Vijay Viswanathan, Hongyin Luo, Graham Neubig
preprint, 2024
abstract / pdf / code

Recursive Visual Programming
Jiaxin Ge, Sanjay Subramanian, Baifeng Shi, Roei Herzig, Trevor Darrell
ECCV, 2024
abstract / pdf / code

Self-Corrected Multimodal Large Language Model for End-to-End Robot Manipulation
Jiaming Liu, Chenxuan Li, Guanqun Wang, Lily Lee, Kaichen Zhou, Sixiang Chen, Chuyan Xiong, Jiaxin Ge, Renrui Zhang, Shanghang Zhang
preprint, 2024
abstract / pdf

Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning
Tianhua Zhang*, Jiaxin Ge*, Hongyin Luo*, Yung-Sung Chuang, Mingye Gao, Yuan Gong, Xixin Wu, Yoon Kim, Helen Meng, Jim Glass
NAACL, 2024
abstract / pdf / code

Lyfe agents: Generative agents for low-cost real-time social interactions
Zhao Kaiya, Michelangelo Naim, Jovana Kondic, Manuel Cortes, Jiaxin Ge, Shuying Luo, Guangyu Robert Yang, Andrew Ahn
preprint, 2023
abstract / pdf

From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation
Jiaxin Ge, Sanjay Subramanian, Trevor Darrell, Boyi Li
EMNLP, 2023
abstract / pdf / code

Entailment as robust self-learner
Jiaxin Ge*, Hongyin Luo*, Yoon Kim, Jim Glass
ACL, 2023
abstract / pdf / code