Mufei Li

PhD student, Georgia Institute of Technology

Joined

July 2023

Names

Mufei Li (Preferred)

Emails

****@gmail.com (Confirmed)

****@gatech.edu (Confirmed)

****@meta.com (Confirmed)

****@amazon.com

Personal Links

Career & Education History

PhD student

Georgia Institute of Technology (gatech.edu)

2023 – 2028

Intern

Meta Platforms (meta.com)

2025 – 2025

SDE

Amazon Web Services (amazon.com)

2019 – 2023

Undergrad student

New York University Shanghai (nyu.edu)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Pan Li

2023 – Present

Expertise

Large Language Models

2024 – Present

Generative Models

2023 – Present

Graph Neural Networks

2018 – 2023

Publications

Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation
Deyu Zou, Yongqiang Chen, Mufei Li, Siqi Miao, Chenxi Liu, Bo Han, James Cheng, Pan Li
- Submitted to ICLR 2026
- Readers: Everyone
Can LLM Agents Assist Dynamic Network Simulation? A Case Study on Email Networks and Phishing Synthesis
Siqi Miao, Yuhong Luo, Ziyang Chen, Hans Hao-Hsun Hsu, Mufei Li, Kaiqing Zhang, Pan Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Struc-EMB: The Potential of Structure-Aware Encoding in Language Embeddings
Shikun Liu, Haoyu Peter Wang, Mufei Li, Pan Li
- Submitted to ICLR 2026
- Readers: Everyone
Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
Xinjie Shen, Mufei Li, Pan Li
- ICLR 2026 Poster
- Readers: Everyone
Reducing Belief Deviation in Reinforcement Learning for Active Reasoning of LLM Agents
Deyu Zou, Yongqiang Chen, Jianxiang Wang, Garry YANG, Mufei Li, Qing Da, James Cheng, Pan Li, Yu Gong
- ICLR 2026 Oral
- Readers: Everyone
Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation
Mufei Li, Dongqi Fu, Limei Wang, Si Zhang, Hanqing Zeng, Kaan Sancak, Ruizhong Qiu, Haoyu Peter Wang, Xiaoxin He, Xavier Bresson, Yinglong Xia, Chonglin Sun, Pan Li
- Submitted to ICLR 2026
- Readers: Everyone
Haystack Engineering: Context Engineering Meets the Long-Context Challenge in Large Language Models
Mufei Li, Dongqi Fu, Limei Wang, Si Zhang, Hanqing Zeng, Kaan Sancak, Ruizhong Qiu, Haoyu Peter Wang, Xiaoxin He, Xavier Bresson, Yinglong Xia, Chonglin Sun, Pan Li
- NeurIPS 2025 LLM Evaluation Workshop Poster
- Readers: Everyone
Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
Xinjie Shen, Mufei Li, Pan Li
- SpaVLE Poster
- Readers: Everyone
Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
Xinjie Shen, Mufei Li, Pan Li
- LAW
- Readers: Everyone
$\mathbf{T^3}$: Reducing Belief Deviation in Reinforcement Learning for Active Reasoning
Deyu Zou, Yongqiang Chen, Jianxiang Wang, Garry YANG, Mufei Li, Qing Da, Pan Li, Yu Gong, James Cheng
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone

View all 25 publications

Co-Authors

View all 81 co-authors