Ziwen Aaron Li ๆŽๆข“ๆ–‡

Hi there๐Ÿ‘‹. I am Ziwen (Aaron) Li, a second-year Ph.D. student in Computer Science at PEACH Lab at Northeastern University advised by Prof. Tianshi Li. Before that, I received my master's degree in Electrical and Computer Engineering at UCLA, advised by Prof. Xiang 'Anthony' Chen and Prof. Eunice Jun. I received a joint B.E. in Electronic Information Engineering from University of Electronic Science and Technology of China (UESTC) and University of Glasgow (UoG).

Research: I develop trustworthy and adaptive agents systems, focusing on how agents acquire information, coordinate reasoning, and delegate tasks under privacy and resource constraints. Specifically,

  • Data minimization in agentic systems
  • Tool-calling agents and adaptive agent orchestration
  • Privacy-preserving AI

๐Ÿ™Œ Feel free to drop me an email if you are interested in my research projects or potential collaboration.

I am actively looking for research internship opportunities for summer 2027. Feel free to reach out if you think I would be a good fit.

๐Ÿ“ง Email  /  ๐Ÿ“‘ CV (Updated: Sep 2026)  /  ScholarGoogle Scholar  /  Twitter ๐• (Twitter)  /  GithubGithub

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๐Ÿ”ฅ Latest News
๐Ÿ“ Selected Publications

HAIPS @ COLM 2026 AURA
LLM Anonymization Against Agentic Re-Identification
Ziwen Li, Jianing Wen, Tianshi Li

2nd Workshop on Human-Centered Privacy and Security for Language Models (HAIPS), COLM 2026.

[ Paper | Github ]
NeurIPS 2026 Workshop DAM-Guard: task-relevance filtering exposes both tablet prices to the cloud, while local computation reveals only the selected item and order references.
Planning over Private State: Localโ€“Remote Delegation for Tool-Calling Agents
Ziwen Li, Tianshi Li

Workshop on Resource-Aware Agentic AI, NeurIPS 2026.

[ Poster coming soon ]
EACL 2026 RAGPPI
RAGPPI: Retrieval-Augmented Generation Benchmark for Proteinโ€“Protein Interactions in Drug Discovery
Youngseung Jeon, Ziwen Li, Thomas Li, JiaSyuan Chang, Morteza Ziyadi, Xiang 'Anthony' Chen

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2026.

[ Paper | Github | Dataset ]
NAACL 2025 Findings GraPPI
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration
Ziwen Li, Xiang 'Anthony' Chen, Youngseung Jeon

Findings of the Association for Computational Linguistics: NAACL 2025.

[ Paper | Github ]
๐Ÿ–‹๏ธ Service
  • Invited Talk: Tufts University for the 3rd Annual Boston Security Usability Research Day (ABSURD 2026).
  • Reviewer: CHI, COLM.

Shout out to the concise webpage template by Jon Barron.

Last updated: Sep 30, 2026