Shengjie Sun

Joined

February 2024

Names

Shengjie Sun (Preferred)

Emails

****@nuist.edu.cn (Confirmed)

,

****@aispeech.com (Confirmed)

Personal Links

Career & Education History

MS student

Computer Science college, Nanjing University of Information Science and Technology (nuist.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Delta Decompression for MoE-based LLMs Compression
Hao Gu, Wei Li, Lujun Li, Zhu Qiyuan, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo
- ICML 2025 poster
- Readers: Everyone
MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
Wei Li, Lujun Li, Hao Gu, You-Liang Huang, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo
- ICML 2025 poster
- Readers: Everyone
Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
Wei Li, Lujun Li, You-Liang Huang, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment
Wei Li, Lujun Li, Mark G. Lee, Shengjie Sun
- NeurIPS 2024 poster
- Readers: Everyone

Co-Authors