Yangjie Zhou

Postdoc, SOC, National University of Singapore

Joined

May 2022

Names

Yangjie Zhou (Preferred)

Emails

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

****@gmail.com (Confirmed)

****@tencent.com (Confirmed)

****@nus.edu.sg (Confirmed)

Personal Links

DBLP

ORCID

Semantic Scholar

Career & Education History

Postdoc

SOC, National University of Singapore (nus.edu.sg)

2024 – Present

Researcher

AI Lab, Tencent (tencent.com)

2023 – 2024

PhD student

department of computer and science, Shanghai Jiaotong University (sjtu.edu.cn)

2018 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Towards High-Goodput LLM Serving with Prefill-decode Multiplexing
Yukang Chen, Weihao Cui, Han Zhao, Ziyi Xu, Xiaoze Fan, Xusheng Chen, Yangjie Zhou, Shixuan Sun, Bingsheng He, Quan Chen
- Crossref
- Readers: Everyone
A Sample-Free Compilation Framework for Efficient Dynamic Tensor Computation
Yangjie Zhou, Honglin Zhu, Qian Qiu, Weihao Cui, Zihan Liu, Peng Chen, Mohamed Wahib, Cong Guo, Siyuan Feng, Jintao Meng, Haidong Lan, Jingwen Leng, Yun Lin, Jin Song Dong, Wenxi Zhu, Minwen Deng
- Crossref
- Readers: Everyone
A Full-Stack Framework for GNN Acceleration via Partition-Compiler-Architecture Co-Design
Yangjie Zhou, Zhihui Zhang, Shuwen Lu, Cong Guo, Jingwen Leng, Feng Zhang, Yufei Ma, Yun Liang, Minyi Guo
- IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
- Readers: Everyone
Voyager: Input-Adaptive Algebraic Transformations for High-Performance Graph Neural Networks
Yangjie Zhou, Wenting Shen, Jingwen Leng, Shuwen Lu, Zihan Liu, Weihao Cui, Zhendong Zhang, Wencong Xiao, Baole Ai, Yong Li, Wei Lin, Deze Zeng, Yun Liang, Quan Chen, Ning Liu, Minyi Guo
- Crossref
- Readers: Everyone
ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive
Xinhao Luo, Zihan Liu, Yangjie Zhou, Shihan Fang, Ziyu Huang, Yu Feng, Chen Zhang, Shixuan Sun, Zhenzhe Zheng, Jingwen Leng, Minyi Guo
- CoRR 2025
- Readers: Everyone
eLLM: Elastic Memory Management Framework for Efficient LLM Serving
Jiale Xu, Rui Zhang, Yi Xiong, Cong Guo, Zihan Liu, Yangjie Zhou, Weiming Hu, Hao Wu, Changxu Shao, Ziqing Wang, Yongjie Yuan, Junping Zhao, Minyi Guo, Jingwen Leng
- CoRR 2025
- Readers: Everyone
ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive
Xinhao Luo, Zihan Liu, Yangjie Zhou, Shihan Fang, Ziyu Huang, Yu Feng, Chen Zhang, Shixuan Sun, Zhenzhe Zheng, Jingwen Leng, Minyi Guo
- NeurIPS 2025 poster
- Readers: Everyone
Yggdrasil: Bridging Dynamic Speculation and Static Runtime for Latency-Optimal Tree-Based LLM Decoding
Yue Guan, Changming Yu, Shihan Fang, Weiming Hu, Zaifeng Pan, Zheng Wang, Zihan Liu, Yangjie Zhou, Yufei Ding, Minyi Guo, Jingwen Leng
- NeurIPS 2025 poster
- Readers: Everyone
Optimizing SLO-oriented LLM Serving with PD-Multiplexing
Weihao Cui, Yukang Chen, Han Zhao, Ziyi Xu, Quan Chen, Xusheng Chen, Yangjie Zhou, Shixuan Sun, Minyi Guo
- CoRR 2025
- Readers: Everyone
VQ-LLM: High-performance Code Generation for Vector Quantization Augmented LLM Inference
Zihan Liu, Xinhao Luo, Junxian Guo, Wentao Ni, Yangjie Zhou, Yue Guan, Cong Guo, Weihao Cui, Yu Feng, Minyi Guo, Yuhao Zhu, Minjia Zhang, Jingwen Leng, Chen Jin
- CoRR 2025
- Readers: Everyone

View all 28 publications

Co-Authors

View all 81 co-authors