Renze Chen

PhD student, Peking University

Joined

May 2023

Names

Renze Chen (Preferred)

Emails

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

Personal Links

Homepage

DBLP

Career & Education History

PhD student

Peking University (pku.edu.cn)

2021 – Present

Undergrad student

Peking University (pku.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Yun Liang

2021 – Present

Expertise

No areas of expertise listed

Publications

DITRON: A Flexible and Versatile Distributed Tensor Compiler for LLM
Size Zheng, Xuegui Zheng, Hanshi Sun, Shiyu Li, Qi Hou, Jin Fang, Haojie Duanmu, Wenlei Bao, Chenhui Huang, YuanqiangLiu, Renze Chen, Ningxin Zheng, Ziheng Jiang, Dongyang Wang, Jianxi Ye, Li-Wen Chang, Liqiang Lu, Yun Liang, Jidong Zhai, Xin Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction
Renze Chen, Zhuofeng Wang, Beiquan Cao, Tong Wu, Size Zheng, Xiuhong Li, Xuechao Wei, Shengen Yan, Meng Li, Yun Liang
- NeurIPS 2024 poster
- Readers: Everyone
MoteS: Memory Optimization via Fine-grained Scheduling for DNNs on Tiny Devices
Renze Chen, Zijian Ding, Size Zheng, Meng Li, Yun Liang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Chimera: An Analytical Optimizing Framework for Effective Compute-intensive Operators Fusion
Size Zheng, Siyuan Chen, Peidi Song, Renze Chen, Xiuhong Li, Shengen Yan, Dahua Lin, Jingwen Leng, Yun Liang
- Published: 01 Jan 2023, Last Modified: 13 May 2023
- HPCA 2023
- Readers: Everyone
NeoFlow: A Flexible Framework for Enabling Efficient Compilation for High Performance DNN Training
Size Zheng, Renze Chen, Yicheng Jin, Anjiang Wei, Bingyang Wu, Xiuhong Li, Shengen Yan, Yun Liang
- Published: 01 Jan 2022, Last Modified: 13 May 2023
- IEEE Trans. Parallel Distributed Syst. 2022
- Readers: Everyone
AMOS: enabling automatic mapping for tensor computations on spatial accelerators with hardware abstraction
Size Zheng, Renze Chen, Anjiang Wei, Yicheng Jin, Qin Han, Liqiang Lu, Bingyang Wu, Xiuhong Li, Shengen Yan, Yun Liang
- Published: 01 Jan 2022, Last Modified: 13 May 2023
- ISCA 2022
- Readers: Everyone
FlexTensor: An Automatic Schedule Exploration and Optimization Framework for Tensor Computation on Heterogeneous System
Size Zheng, Yun Liang, Shuo Wang, Renze Chen, Kaiwen Sheng
- Published: 01 Jan 2020, Last Modified: 13 May 2023
- ASPLOS 2020
- Readers: Everyone

Co-Authors

View all 37 co-authors

Renze Chen

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

DITRON: A Flexible and Versatile Distributed Tensor Compiler for LLM

ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction

MoteS: Memory Optimization via Fine-grained Scheduling for DNNs on Tiny Devices

Chimera: An Analytical Optimizing Framework for Effective Compute-intensive Operators Fusion

NeoFlow: A Flexible Framework for Enabling Efficient Compilation for High Performance DNN Training

AMOS: enabling automatic mapping for tensor computations on spatial accelerators with hardware abstraction

FlexTensor: An Automatic Schedule Exploration and Optimization Framework for Tensor Computation on Heterogeneous System

Co-Authors