Jiaxin Ge

About

I am a Ph.D. student in Computer Science at UC Berkeley, advised by Prof. Trevor Darrell. I am a member of Berkeley AI Research (BAIR). I also work closely with Prof. Sewon Min.

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

I'm interested in building generalizable unified models and vision-language models. If you are interested, please feel free to reach out!

Selected Publications

Constantly Improving Image Models Need Constantly Improving Benchmarks

Jiaxin Ge*, Grace Luo*, Heekyung Lee, Nishant Malpani, Long Lian, XuDong Wang, Aleksander Holynski, Trevor Darrell, Sewon Min, David M. Chan — 2025 Preprint

pdf / website / code / dataset

AutoPresent: Designing Structured Visuals From Scratch

Jiaxin Ge*, Zora Zhiruo Wang*, Xuhui Zhou, Yi-Hao Peng, Sanjay Subramanian, Qinyue Tan, Maarten Sap, Alane Suhr, Daniel Fried, Graham Neubig, Trevor Darrell — 2025 CVPR

pdf / code

Enough Coin Flips Can Make LLMs Act Bayesian

Ritwik Gupta*, Rodolfo Corona*, Jiaxin Ge*, Eric Wang, Dan Klein, Trevor Darrell, David M. Chan — 2025 ACL

pdf / website / code

Recursive Visual Programming

Jiaxin Ge, Sanjay Subramanian, Baifeng Shi, Roei Herzig, Trevor Darrell — 2024 ECCV

pdf / code

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 — 2024 NAACL

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 — 2023 Preprint

pdf

From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation

Jiaxin Ge, Sanjay Subramanian, Trevor Darrell, Boyi Li — 2023 EMNLP

pdf / code

Entailment as robust self-learner

Jiaxin Ge*, Hongyin Luo*, Yoon Kim, Jim Glass — 2023 ACL

pdf / code

Teaching & Service

• Workshop Organizer: What is Next in Multimodal Foundation Models? (ICCV 2025)
• Conference Reviewer: CVPR, NeurIPS, ICLR, ACL, EMNLP, NAACL