Guangyu Sun

Joined

July 2019

Names

Guangyu Sun

Emails

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

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Peking University (pku.edu.cn)

2017 – 2023

Assistant Professor

Peking University (pku.edu.cn)

2011 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

Computer Architecture

Present

Accelerators for Deep learning

Present

Publications

ASVD: Activation-aware Singular Value Decomposition for Compressing Large Language Models
Zhihang Yuan, Yuzhang Shang, Yue Song, Dawei Yang, Qiang Wu, Yan Yan, Guangyu Sun
- Submitted to ICLR 2025
- Readers: Everyone
Benchmarking the Reliability of Post-training Quantization: a Particular Focus on Worst-case Performance
Zhihang Yuan, Jiawei Liu, Jiaxiang Wu, Dawei Yang, Qiang Wu, Guangyu Sun, Wenyu Liu, Xinggang Wang, Bingzhe Wu
- AdvML-Frontiers 2023
- Readers: Everyone
Sky-Sorter: A Processing-in-Memory Architecture for Large-Scale Sorting
Farzaneh Zokaee, Fan Chen, Guangyu Sun, Lei Jiang
- Feb 2023 (modified: 25 Apr 2023)
- IEEE Trans. Computers 2023
- Readers: Everyone
Energon: Toward Efficient Acceleration of Transformers Using Dynamic Sparse Attention
Zhe Zhou, Junlin Liu, Zhenyu Gu, Guangyu Sun
- 2023 (modified: 25 Apr 2023)
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2023
- Readers: Everyone
RPTQ: Reorder-based Post-training Quantization for Large Language Models
Zhihang Yuan, Lin Niu, Jiawei Liu, Wenyu Liu, Xinggang Wang, Yuzhang Shang, Guangyu Sun, Qiang Wu, Jiaxiang Wu, Bingzhe Wu
- 2023 (modified: 25 Apr 2023)
- CoRR 2023
- Readers: Everyone
Benchmarking the Reliability of Post-training Quantization: a Particular Focus on Worst-case Performance
Zhihang Yuan, Jiawei Liu, Jiaxiang Wu, Dawei Yang, Qiang Wu, Guangyu Sun, Wenyu Liu, Xinggang Wang, Bingzhe Wu
- 2023 (modified: 25 Apr 2023)
- CoRR 2023
- Readers: Everyone
DIMM-Link: Enabling Efficient Inter-DIMM Communication for Near-Memory Processing
Zhe Zhou, Cong Li, Fan Yang, Guangyu Sun
- 2023 (modified: 25 Apr 2023)
- HPCA 2023
- Readers: Everyone
Editorial for the special issue on memory architectures and systems for modern applications
Guangyu Sun, Liang Shi, Jingtong Hu
- Dec 2022 (modified: 25 Apr 2023)
- CCF Trans. High Perform. Comput. 2022
- Readers: Everyone
Latency-aware Spatial-wise Dynamic Networks
Yizeng Han, Zhihang Yuan, Yifan Pu, Chenhao Xue, Shiji Song, Guangyu Sun, Gao Huang
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection
Bingzhe Wu, Jintang Li, Junchi Yu, Yatao Bian, Hengtong Zhang, Chaochao Chen, Chengbin Hou, Guoji Fu, Liang Chen, Tingyang Xu, Yu Rong, Xiaolin Zheng, Junzhou Huang, Ran He, Baoyuan Wu, Guangyu Sun, Peng Cui, Zibin Zheng, Zhe Liu, Peilin Zhao
- 2022 (modified: 07 Jun 2022)
- CoRR 2022
- Readers: Everyone

View all 166 publications

Co-Authors

View all 334 co-authors