Gen Li

PhD student, ECE, Clemson University

Joined

September 2022

Names

Gen Li (Preferred)

Emails

****@g.clemson.edu (Confirmed)

Personal Links

Career & Education History

PhD student

ECE, Clemson University (clemson.edu)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

PhD Advisor

2022 – Present

Expertise

AI Security

2023 – Present

CV

2022 – Present

Efficent ML

2022 – Present

Publications

Condense, Don't Just Prune: Enhancing Efficiency and Performance in MoE Layer Pruning
Mingyu Cao, Gen Li, Jie Ji, Jiaqi Zhang, Ajay Jaiswal, Li Shen, Xiaolong Ma, Shiwei Liu, Lu Yin
- Accepted by TMLR
- Readers: Everyone
The Right to be Forgotten in Pruning: Unveil Machine Unlearning on Sparse Models
Yang Xiao, Gen Li, Kaiyuan Deng, Jie Ji, Ruimeng Ye, Xiaolong Ma, Bo Hui
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
LightCache: Memory-Efficient, Training-Free Acceleration for Video Generation
Yang Xiao, Gen Li, Kaiyuan Deng, Yushu Wu, Zheng Zhan, Yanzhi Wang, Xiaolong Ma, Bo Hui
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
From Bits to Chips: An LLM-based Hardware-Aware Quantization Agent for Streamlined Deployment of LLMs
Kaiyuan Deng, Hangyu Zheng, Minghai Qin, Kunxiong Zhu, Gen Li, Yang Xiao, Lan Emily Zhang, Linke Guo, Bo Hui, Yanzhi Wang, Geng Yuan, Gagan Agrawal, Wei Niu, Xiaolong Ma
- Submitted to ICLR 2026
- Readers: Everyone
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking
Kaiyuan Deng, Bo Hui, Gen Li, Jie Ji, Minghai Qin, Geng Yuan, Xiaolong Ma
- Submitted to ICLR 2026
- Readers: Everyone
Forget Many, Forget Right: Scalable and Precise Concept Unlearning in Diffusion Models
Kaiyuan Deng, Gen Li, Yang Xiao, Bo Hui, Xiaolong Ma
- ICLR 2026 Poster
- Readers: Everyone
The Right to be Forgotten in Pruning: Unveil Machine Unlearning on Sparse Models
Yang Xiao, Gen Li, Jie Ji, Ruimeng Ye, Xiaolong Ma, Bo Hui
- RegML 2025 Poster
- Readers: Everyone
A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training
Jie Ji, Gen Li, Jingjing Fu, Fatemeh Afghah, Linke Guo, Xiaoyong Yuan, Xiaolong Ma
- NeurIPS 2024 poster
- Readers: Everyone
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
Lu Yin, You Wu, Zhenyu Zhang, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Gen Li, AJAY KUMAR JAISWAL, Mykola Pechenizkiy, Yi Liang, Michael Bendersky, Zhangyang Wang, Shiwei Liu
- PML4LRS Poster
- Readers: Everyone
Advancing Dynamic Sparse Training by Exploring Optimization Opportunities
Jie Ji, Gen Li, Lu Yin, Minghai Qin, Geng Yuan, Linke Guo, Shiwei Liu, Xiaolong Ma
- ICML 2024 Poster
- Readers: Everyone

View all 16 publications

Co-Authors

View all 44 co-authors