Xinyu Chen

Assistant Professor, The Hong Kong University of Science and Technology

Joined

May 2025

Names

Xinyu Chen (Preferred)

Emails

****@hkust-gz.edu.cn (Confirmed)

Personal Links

Career & Education History

Assistant Professor

The Hong Kong University of Science and Technology (hkust-gz.edu.cn)

2024 – 2030

Advisors, Relations & Conflicts

PhD Advisor

Bingsheng He

2017 – 2022

Expertise

No areas of expertise listed

Publications

InfiniLoRA: Disaggregated Multi-LoRA Serving for Large Language Models
Hongyu Chen, Letian Ruan, Zilin Xu, Yuchen Li, Xinyu Chen, Jingwen Leng, Bingsheng He, Minyi Guo, Shixuan Sun
- CoRR 2026
- Readers: Everyone
RidgeWalker: Perfectly Pipelined Graph Random Walks on FPGAs
Hongshi Tan, Yao Chen, Xinyu Chen, Qizhen Zhang, Cheng Chen, Weng-Fai Wong, Bingsheng He
- HPCA 2026
- Readers: Everyone
Advancing Matrix Operations for High-Performance and Memory-Efficient Automata Processing on GPUs
Zhenlin Wu, Tianao Ge, Jiajia Li, Xinyu Chen, Hongyuan Liu
- ACM Transactions on Architecture and Code Optimization
- Readers: Everyone
AxCore: A Quantization-Aware Approximate GEMM Unit for LLM Inference
Jiaxiang Zou, Yonghao Chen, Xingyu Chen, Chenxi Xu, Xinyu Chen
- Crossref
- Readers: Everyone
X-SET: An Efficient Graph Pattern Matching Accelerator With Order-Aware Parallel Intersection Units
Chenxi Xu, Tianhui Shi, Shixuan Sun, Jidong Zhai, Xinyu Chen
- Crossref
- Readers: Everyone
CAMoE: Cost-Aware Communication Optimization for Mixture-of-Experts Inference
Ruilong WU, Jiaxiang Zou, Chenyu Zhang, Xinjiao Li, Yisu Wang, Xinyu Chen, Dirk Kutscher
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
AnTKV: Anchor Token-Aware Ultra-Low-Bit Vector Quantization for KV Cache in Large Language Models
Zeyu Li, Xiao Chuanfu, Yang Wang, Xiang Liu, Zhenheng Tang, Baotong Lu, Mao Yang, Xinyu Chen, Xiaowen Chu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization
Ruilong WU, Xinjiao Li, Yisu Wang, Xinyu Chen, Dirk Kutscher
- Crossref
- Readers: Everyone
Clementi: Efficient Load Balancing and Communication Overlap for Multi-FPGA Graph Processing
Feng Yu, Hongshi Tan, Xinyu Chen, Yao Chen, Bingsheng He, Weng-Fai Wong
- Proceedings of the ACM on Management of Data
- Readers: Everyone

View all 36 publications

Co-Authors

View all 64 co-authors