渠鹏｜清华大学｜学者主页

2026

Look Before You Leap : Precision Instruction Supply via SmartScout

Xuefeng Zhang, Peng Qu, Tingji Zhang, Fang Su, Zhe Pan, Youhui Zhang

ACM International Conference on Supercomputing (ICS)

DOI

2026

VDHA: Vector-Driven Hash Aggregation for Sparse Matrix-Sparse Vector Multiplication on GPUs

Yuchen Li, Zhe Pan, Peng Qu, Youhui Zhang

ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming

DOI

2026

Root-Down Exposure for Maximal Clique Enumeration on GPUs

Zhe Pan, Peng Qu, Youhui Zhang

ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming

DOI

2025

BIVM:类脑计算编译框架及其原型研究

杨乐，刘晓义，李广力，渠鹏，崔慧敏，张悠慧

《软件学报》

2025

AlphaSparseTensor: Discovering Faster Sparse Matrix Multiplication Algorithms on GPUs for LLM Inference

Xuanzheng Wang, Shuo Miao, Zihan Zhu, Peng Qu, Youhui Zhang

Lecture notes in computer science

DOI

2025

SoftGuide: A Hardware-Software Co-design Predictor for Data-Dependent Branches

Xuefeng Zhang, Peng Qu, Tingji Zhang, Xiang Fei, Youhui Zhang

IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid)

DOI

2025

Hierarchical Prefetching: A Software-Hardware Instruction Prefetcher for Server Applications

Tingji Zhang, Boris Grot, Wenjian He, Yashuai Lv, Peng Qu, Fang Su, Wenxin Wang, Guowei Zhang, Xuefeng Zhang, Youhui Zhang

ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)

DOI

2025

Pipelining Kruskal's: A Neuromorphic Approach for Minimum Spanning Tree

Y. Chong, Peng Qu, Yu-Chen Li, You-Hui Zhang

arXiv.org

DOI

2024

ActiveN: A Scalable and Flexibly-Programmable Event-Driven Neuromorphic Processor

Xiaoyi Liu, Zhongzhu Pu, Peng Qu, Weimin Zheng, Youhui Zhang

Proceedings of the ... annual International Symposium on Microarchitecture/Proceedings of the annual International Symposium on Microarchitecture

DOI

2024

DTrans: A Dataflow-transformation FPGA Accelerator with Nonlinear-operators fusion aiming for the Generative Model

Xuanzheng Wang, Shuo Miao, Peng Qu, Youhui Zhang

International Conference on Field Programmable Logic and Applications (FPL)

DOI

2024

A Row Decomposition-based Approach for Sparse Matrix Multiplication on GPUs

Meng Pang, Xiang Fei, Peng Qu, Youhui Zhang, Zhaolin Li

ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming

DOI

2024

Research on General-Purpose Brain-Inspired Computing Systems

Peng Qu, Xinglong Ji, Jiajie Chen, Meng Pang, Yuchen Li, Xiaoyi Liu, Youhui Zhang

Journal of Computer Science and Technology

DOI

2024

Dissecting Conditional Branch Predictors of Apple Firestorm and Qualcomm Oryon for Software Optimization and Architectural Analysis

Jia-Jie Chen, Peng Qu, You-Hui Zhang

arXiv.org

DOI

2023

ENLARGE: An Efficient SNN Simulation Framework on GPU Clusters

Peng Qu, Hui Lin, Meng Pang, Xiaofei Liu, Weimin Zheng, Youhui Zhang

IEEE Transactions on Parallel and Distributed Systems

DOI

2022

A review of basic software for brain-inspired computing

Peng Qu, Le Yang, Weimin Zheng, Youhui Zhang

CCF Transactions on High Performance Computing

DOI

2022

Domain Adaptive Neural Inference for Neurons, Microcircuits 1 and Networks

Kaiwen Sheng, Shang-Hang Zhang, Maxime Beau, Peng Qu, Le Yang, Xiaofei Liu, Liuyuan He, Youhui Zhang, Lei Ma, Kai Du

2021

实现软硬件解耦合的类脑计算硬件设计方法

渠鹏，陈嘉杰，张悠慧，郑纬民

《计算机研究与发展》

2021

Towards "general purpose" brain-inspired computing system

Youhui Zhang, Peng Qu, Weimin Zheng

Tsinghua Science & Technology

DOI

2021

A Proposal of Software-Hardware Decoupling Hardware Design Method for Brain-Inspired Computing

Peng Qu, Jia-Jie Chen, You-Hui Zhang, Wei-Min Zheng

DOI

2020

A system hierarchy for brain-inspired computing

Youhui Zhang, Peng Qu, Yu Ji, Weihao Zhang, G.R. Gao, Guanrui Wang, Sen Song, Guoqi Li, Wenguang Chen, Weimin Zheng, Feng Chen, Jing Pei, Rong Juan Zhao, Mingguo Zhao, Luping Shi

Nature

DOI

2020

High Performance Simulation of Spiking Neural Network on GPGPUs

Peng Qu, Youhui Zhang, Xiang Fei, Weimin Zheng

IEEE Transactions on Parallel and Distributed Systems

DOI

2017

Parallel Turing Machine, a Proposal

Peng Qu, Jin Yan, Youhui Zhang, Guang R. Gao

Journal of Computer Science and Technology

DOI

2016

NEUTRAMS: Neural network transformation and co-design under neuromorphic hardware constraints

Yu Ji, Youhui Zhang, Shuangchen Li, Ping Chi, Cihang Jiang, Peng Qu, Yuan Xie, Wenguang Chen

Proceedings of the ... annual International Symposium on Microarchitecture/Proceedings of the annual International Symposium on Microarchitecture

DOI

2016

Toward a Parallel Turing Machine Model

Peng Qu, Jin Yan, Guang R. Gao

Lecture notes in computer science

DOI

2013

Software/Hardware Hybrid Network-on-Chip Simulation on FPGA

Youhui Zhang, Peng Qu, Ziqiang Qian, Hongwei Wang, Weimin Zheng

Lecture notes in computer science

DOI

渠鹏

精选作品

期刊论文

Look Before You Leap : Precision Instruction Supply via SmartScout

VDHA: Vector-Driven Hash Aggregation for Sparse Matrix-Sparse Vector Multiplication on GPUs

Root-Down Exposure for Maximal Clique Enumeration on GPUs

BIVM:类脑计算编译框架及其原型研究

AlphaSparseTensor: Discovering Faster Sparse Matrix Multiplication Algorithms on GPUs for LLM Inference

SoftGuide: A Hardware-Software Co-design Predictor for Data-Dependent Branches

Hierarchical Prefetching: A Software-Hardware Instruction Prefetcher for Server Applications

Pipelining Kruskal's: A Neuromorphic Approach for Minimum Spanning Tree

ActiveN: A Scalable and Flexibly-Programmable Event-Driven Neuromorphic Processor

DTrans: A Dataflow-transformation FPGA Accelerator with Nonlinear-operators fusion aiming for the Generative Model

A Row Decomposition-based Approach for Sparse Matrix Multiplication on GPUs

Research on General-Purpose Brain-Inspired Computing Systems

Dissecting Conditional Branch Predictors of Apple Firestorm and Qualcomm Oryon for Software Optimization and Architectural Analysis

ENLARGE: An Efficient SNN Simulation Framework on GPU Clusters

A review of basic software for brain-inspired computing

Domain Adaptive Neural Inference for Neurons, Microcircuits 1 and Networks

实现软硬件解耦合的类脑计算硬件设计方法

Towards "general purpose" brain-inspired computing system

A Proposal of Software-Hardware Decoupling Hardware Design Method for Brain-Inspired Computing

A system hierarchy for brain-inspired computing

High Performance Simulation of Spiking Neural Network on GPGPUs

Parallel Turing Machine, a Proposal

NEUTRAMS: Neural network transformation and co-design under neuromorphic hardware constraints

Toward a Parallel Turing Machine Model

Software/Hardware Hybrid Network-on-Chip Simulation on FPGA

预印本

BrainFuse: a unified infrastructure integrating realistic biological modeling and core AI methodology

Achieving Cloud-Grade SLOs for Local Mixture-of-Experts Inference through CPU-GPU Hybrid Design

Characterizing Neuromorphic Workloads from A System Perspective

研究方向