Scholar
Yanzhe Zhang
Google Scholar ID: iJImxvUAAAAJ
Georgia Institute of Technology
Citations & Impact
Citations
1,198
H-index
12
i10-index
14
Publications
18
Co-authors
6
list available
Publications
Resume (English only)
Academic Achievements
- Searching for Privacy Risks in LLM Agents via Simulation, Preprint, 2025
- Attacking Vision-Language Computer Agents via Pop-ups, ACL, 2025
- Distilling an End-to-End Voice Assistant from Speech Recognition Data, ACL, 2025
- Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design Prototyping, NAACL, 2025
- Design2Code: How Far Are We From Automating Front-End Engineering?, NAACL, 2025
- Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Evaluation, COLM, 2024
- Auditing Gender Presentation Differences in Text-to-Image Models, EAAMO, 2024
- Enhanced Visual Instruction Tuning for Text-rich Image Understanding, NeurIPS Workshop on Instruction Tuning and Instruction Following, 2023; Improved version, CVPR 2024
- Robustness of Demonstration-based Learning Under Limited Data Scenario, EMNLP, 2022
- Continual Sequence Generation with Adaptive Compositional Modules, ACL, 2022
- Continual Learning for Text Classification with Information Disentanglement Based Regularization, NAACL, 2021
Research Experience
- Interned at Adobe Research (2022-2023) under Ruiyi Zhang; currently visiting Stanford NLP.
Education
- Received a bachelor's degree from Zhejiang University in 2021; currently a fourth-year Ph.D. student in Computer Science at Georgia Tech, advised by Diyi Yang.
Background
- Research Interests: Continual learning, robustness, fairness, safety, and enabling AI to benefit from and for other AI and humans.
Miscellany
- Also known as Steven; hobbies not specified. Participated in projects like SWE-Smith and Computer Agent Arena. Reviewer for ARR, ACL, NAACL, EMNLP, EACL, COLM, CoLLAs, ICLR. Website code is from Jon Barron.
