Yanzhe Zhang

张彦哲 (Yanzhe Zhang)

I am a fourth-year computer science Ph.D. student at Georgia Tech, working with Diyi Yang. I am visiting Stanford NLP now.

I received my bachelor's degree from Zhejiang University in 2021.

I interned at Adobe Research (2022-2023) with Ruiyi Zhang.

Fun fact: मेरा नाम संजू (Sanju) है. I also go by Steven.

Email / Google Scholar / Github

I have been interested in the following directions:

(1) To make AI capable of continually learning new tasks and knowledge.

(2) To make AI more robust, fair, and safe.

(3) To enable AI to benefit from and for other AI and humans.

	Searching for Privacy Risks in LLM Agents via Simulation Yanzhe Zhang, Diyi Yang Preprint, 2025 code / bibtex
	Attacking Vision-Language Computer Agents via Pop-ups Yanzhe Zhang, Tao Yu, Diyi Yang ACL, 2025 code / bibtex
	Distilling an End-to-End Voice Assistant from Speech Recognition Data Will Held, Yanzhe Zhang, Ella Li, Weiyan Shi, Michael Ryan, Diyi Yang ACL, 2025 website / training code / eval code / bibtex
	Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design Prototyping Ryan Li, Yanzhe Zhang, Diyi Yang NAACL, 2025 website / code / bibtex
	Design2Code: How Far Are We From Automating Front-End Engineering? Chenglei Si, Yanzhe Zhang , Ryan Li, Zhengyuan Yang, Ruibo Liu, Diyi Yang NAACL, 2025 website / code / data / bibtex
	Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Evaluation Zijun Liu, Yanzhe Zhang , Peng Li, Yang Liu, Diyi Yang COLM, 2024 code / bibtex
	Auditing Gender Presentation Differences in Text-to-Image Models Yanzhe Zhang , Lu Jiang, Greg Turk, Diyi Yang EAAMO, 2024 website / code / data / bibtex
	Enhanced Visual Instruction Tuning for Text-rich Image Understanding Yanzhe Zhang , Ruiyi Zhang, Jiuxiang Gu, Yufan Zhou, Nedim Lipka, Diyi Yang, Tong Sun NeurIPS Workshop on Instruction Tuning and Instruction Following, 2023 website / code / data / bibtex / Improved version, CVPR 2024
	Robustness of Demonstration-based Learning Under Limited Data Scenario Hongxin Zhang, Yanzhe Zhang , Ruiyi Zhang, Diyi Yang EMNLP, 2022 code / bibtex
	Continual Sequence Generation with Adaptive Compositional Modules Yanzhe Zhang , Xuezhi Wang, Diyi Yang ACL, 2022 code / bibtex
	Continual Learning for Text Classification with Information Disentanglement Based Regularization Yufan Huang, Yanzhe Zhang , Jiaao Chen, Xuezhi Wang, Diyi Yang NAACL, 2021 code / bibtex

I also participated in projects like SWE-Smith and Computer Agent Arena.

Service

Reviewer: ARR, ACL, NAACL, EMNLP, EACL, COLM, CoLLAs, ICLR.

Website's code is from Jon Barron.