Hui Liu

Assistant Professor, Computer Science and Engineering, Michigan State University

Joined

March 2022

Names

Hui Liu (Preferred)

Emails

****@msu.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Computer Science and Engineering, Michigan State University (msu.edu)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Dinesh Rajan

2010 – 2015

Expertise

Graph Learning

2019 – Present

Publications

Memory Injection Attacks on LLM Agents via Query-Only Interaction
Shen Dong, Shaochen Xu, Pengfei He, Yige Li, Jiliang Tang, Tianming Liu, Hui Liu, Zhen Xiang
- ICLR 2026 Workshop MemAgents
- Readers: Everyone
Node-wise Filtering in Graph Neural Networks: A Mixture of Experts Approach
Haoyu Han, Juanhui Li, Wei Huang, Xianfeng Tang, Hanqing Lu, Chen Luo, Hui Liu, Jiliang Tang
- Submitted to ICLR 2026
- Readers: Everyone
Exploring Solution Divergence and Its Effect on Large Language Model Problem Solving
Hang Li, Kaiqi Yang, Yucheng Chu, Hui Liu, Jiliang Tang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Bayesian Deep Equilibrium Models with Sequential Inference
Weizhi Gao, Youzuo Lin, Hui Liu, Xiaorui Liu
- Submitted to ICLR 2026
- Readers: Everyone
EnTruth: Tracing the Unauthorized Dataset Usage in Diffusion Models
Jie Ren, Yingqian Cui, Chen Chen, Yue Xing, Hui Liu, Lingjuan Lyu
- NeurIPS 2025 Workshop GenProCC
- Readers: Everyone
Learning Invariant Link Formation Mechanisms via Pretraining and Adaptation
Yu Song, Hui Liu
- IJCAI2025 workshop Causal Learning for Recommendation Systems
- Readers: Everyone
Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy
Jie Ren, Zhenwei DAI, Xianfeng Tang, Yue Xing, Shenglai Zeng, Hui Liu, Jingying Zeng, Qiankun Peng, Samarth Varshney, Suhang Wang, Qi He, Charu C. Aggarwal, Hui Liu
- NeurIPS 2025 poster
- Readers: Everyone
Memory Injection Attacks on LLM Agents via Query-Only Interaction
Shen Dong, Shaochen Xu, Pengfei He, Yige Li, Jiliang Tang, Tianming Liu, Hui Liu, Zhen Xiang
- NeurIPS 2025 poster
- Readers: Everyone
Counterfactual Learning on Graphs: A Survey
Zhimeng Guo, Zongyu Wu, Teng Xiao, Charu Aggarwal, Hui Liu, Suhang Wang
- Mach. Intell. Res. 2025
- Readers: Everyone
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning
Tianci Liu, Ruirui Li, Yunzhe Qi, Hui Liu, Xianfeng Tang, Tianqi Zheng, Qingyu Yin, Monica Xiao Cheng, Jun Huan, Haoyu Wang, Jing Gao
- ICLR 2025
- Readers: Everyone

View all 39 publications

Co-Authors

View all 97 co-authors