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陈武辉 cover

陈武辉｜Wuhui Chen

Sun Yat-Sen University教授
H-index:33
Citation Count:4,170
Views:0

Biography

任职于中山大学软件工程学院，教授、博士生导师，珠海市可信大模型重点实验室主任。入选广东省“珠江人才计划”青年拔尖人才项目、广东省“珠江人才计划”引进创新创业团队核心成员。承担国家重点研发计划课题、国家自然科学基金面上和青年项目等多个国家级省部级项目，以及多个校企合作项目。成果发表在OSDI、ATC、ASPLOS、EuroSys、NDSS、SoCC、Infocom、VLDB、ICDE、IEEE TPDS、IEEE TC、IEEE TDSC等知名会议和期刊上，获吴文俊人工智能自然科学二等奖、CCF B类会议IEEE ICPP 2020最佳论文亚军奖。出版Springer著作《Blockchain Scalability》。目前担任国际期刊International Journal of Systems and Service-Oriented Engineering主编。入选全球前2%顶尖科学家榜单。

Education

No content for now.

Work Experience

  • 2024.04 – 至今

    中山大学软件工程学院

    教授

  • 2023.08 – 2024.04

    中山大学软件工程学院

    副教授

  • 2017.04 – 2023.08

    中山大学计算机学院

    副教授

Honors & Awards

  1. 全球前 2% 顶尖科学家榜单
  2. 广东省“珠江人才计划”青年拔尖人才
  3. 吴文俊人工智能自然科学二等奖
  4. CCF B类会议IEEE ICPP 2020最佳论文亚军奖（2020）
TransformKV: Optimizing Multi-Turn Conversational Services in LLMs via KV Cache Transformation

TransformKV：通过KV缓存转换优化LLM中的多轮对话服务

IEEE Transactions on Computers
IF3.8
2026-03-310
PRE
Jiahang Zhou; Zhiyuan Fang; Yusheng Qin; Wuhui Chen; Tao Zhang; Chuanfu Zhang; Zibin Zheng
RapidSnail: Improve Scalability of Blockchain Under High Contention Workload

RapidSnail：提高区块链在高争用工作负载下的可扩展性

IEEE Transactions on Computers
IF3.8
2025-10-280
PRE
Junyi Wen; Wuhui Chen; Jianting Zhang; Xiao Chen; Ting Cai; Hong-Ning Dai; Zibin Zheng
MoltDB: Accelerating Blockchain via Ancient State Segregation
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
2024-12-010
PRE
Liang, Junyuan; Chen, Wuhui; Hong, Zicong; Zhu, Haogang; Qiu, Wangjie; Zheng, Zibin
A Spatiotemporal Information-Driven Cross-Attention Model With Sparse Representation for GNSS NLOS Signal Classification
IEEE INTERNET OF THINGS JOURNAL
IF8.9
2024-10-010
PRE
Zeng, Kungan; Li, Zhenni; Zhao, Haoli; Xie, Kan; Xie, Shengli; Niyato, Dusit; Chen, Wuhui; Zheng, Zibin
Silk fibroin protein and graphene synergistically boosting the reactive oxygen species generation of PU/AgI photocatalytic membrane for tetracycline sustained removal

丝素蛋白与石墨烯协同促进PU/AgI光催化膜活性氧生成对四环素的持续去除

SURFACES AND INTERFACES
IF6.3
2024-10-010
PRE
Zhao, Xiufei; Liu, Xiaowen; Chen, Wuhui; Zhang, Yusheng; Zhou, Hu; Zhang, Lei
Intelligence-Endogenous Management Platform for Computing and Network Convergence
IEEE NETWORK
IF6.3
2024-07-010
OA
Hong, Zicong; Qiu, Xiaoyu; Lin, Jian; Chen, Wuhui; Yu, Yue; Wang, Hui; Guo, Song; Gao, Wen
Graph Neural Network-Enhanced Reinforcement Learning for Payment Channel Rebalancing
IEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
2024-06-010
PRE
Chen, Wuhui; Qiu, Xiaoyu; Cai, Zhongteng; Tang, Bingxin; Du, Linlin; Zheng, Zibin
Efficient Execution of Arbitrarily Complex Cross-Shard Contracts for Blockchain Sharding
IEEE TRANSACTIONS ON COMPUTERS
IF3.8
2024-05-013
PRE
Zhang, Jianting; Chen, Wuhui; Hong, Zicong; Xiao, Gang; Du, Linlin; Zheng, Zibin
SmartChain: A Dynamic and Self-Adaptive Sharding Framework for IoT Blockchain

SmartChain: 一种动态自适应的物联网区块链分片框架

IEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
2024-03-014
PRE
Cai, Ting; Chen, Wuhui; Zhang, Jianting; Zheng, Zibin
A Few-Shot Learning-Based Semi-Supervised Method to Enhance NLOS Recognition Accuracy Across Multiple Locations by Cross-Spatiotemporal Information
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
2024-01-010
PRE
Zeng, Kungan; Li, Zhenni; Xie, Shengli; Wang, Qianming; Chen, Wuhui; Zheng, Zibin
Training and Serving System of Foundation Models: A Comprehensive Survey

基础模型的培训和服务系统: 综合调查

IEEE OPEN JOURNAL OF THE COMPUTER SOCIETY
IF8.2
2024-01-011
OA
Zhou, Jiahang; Chen, Yanyu; Hong, Zicong; Chen, Wuhui; Yu, Yue; Zhang, Tao; Wang, Hui; Zhang, Chuanfu; Zheng, Zibin
A Survey on Scheduling Techniques in Computing and Network Convergence

计算与网络融合中的调度技术综述

IEEE COMMUNICATIONS SURVEYS AND TUTORIALS
IF46.7
2024-01-012
PRE
Tang, Shujiong; Yu, Yue; Wang, Hui; Wang, Guiliang; Chen, Wuhui; Xu, Zenglin; Guo, Song; Gao, Wen
Accelerated Partially Shared Dictionary Learning With Differentiable Scale-Invariant Sparsity for Multi-View Clustering
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
2023-11-0111
PRE
Zhao, Haoli; Li, Zhenni; Chen, Wuhui; Zheng, Zibin; Xie, Shengli
A Distributed and Privacy-Aware High-Throughput Transaction Scheduling Approach for Scaling Blockchain
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
2023-09-014
PRE
Qiu, Xiaoyu; Chen, Wuhui; Tang, Bingxin; Liang, Junyuan; Dai, Hong-Ning; Zheng, Zibin
Tuning of internal electric field and diffusion distance boosting the charge separation for photocatalytic electricity generation

调节内部电场和扩散距离促进光催化发电的电荷分离

CHEMICAL ENGINEERING JOURNAL
IF13.2
2023-09-015
PRE
Zhao, Xiufei; Liu, Xiaowen; Chen, Wuhui; Liu, Canjun; Zhang, Jingxi; Zhang, Lei; Zhou, Hu; Mao, Zenghui
Model compression and privacy preserving framework for federated learning
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
2023-03-0120
PRE
Zhu, Xi; Wang, Junbo; Chen, Wuhui; Sato, Kento
Double Sparse Deep Reinforcement Learning via Multilayer Sparse Coding and Nonconvex Regularized Pruning
IEEE TRANSACTIONS ON CYBERNETICS
IF10.5
2023-02-0144
PRE
Zhao, Haoli; Wu, Jiqiang; Li, Zhenni; Chen, Wuhui; Zheng, Zibin
Benzene: Scaling Blockchain With Cooperation-Based Sharding
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
2023-02-0124
PRE
Cai, Zhongteng; Liang, Junyuan; Chen, Wuhui; Hong, Zicong; Dai, Hong-Ning; Zhang, Jianting; Zheng, Zibin
Elastic Resource Allocation Against Imbalanced Transaction Assignments in Sharding-Based Permissioned Blockchains

基于分片的许可区块链中针对不平衡事务分配的弹性资源分配

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
2022-10-0133
PRE
Huang, Huawei; Yue, Zhengyu; Peng, Xiaowen; He, Liuding; Chen, Wuhui; Dai, Hong-Ning; Zheng, Zibin; Guo, Song
Cooperative Data Sensing and Computation Offloading in UAV-Assisted Crowdsensing With Multi-Agent Deep Reinforcement Learning
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
2022-09-0140
PRE
Cai, Ting; Yang, Zhihua; Chen, Yufei; Chen, Wuhui; Zheng, Zibin; Yu, Yang; Dai, Hong-Ning

Research Directions

大模型系统软件栈算子自动生成及调优端侧大模型系统软件大模型系统训练与推理加速技术全球前 2% 顶尖科学家榜单广东省“珠江人才计划”青年拔尖人才CCF B类会议IEEE ICPP 2020最佳论文亚军奖大模型训练与推理加速大模型推理部署大模型训练与推理优化框架技术长序列推理框架基于统一内存的MoE大规模区块链数据传播存储与访问网-信-安一体协同优化区块链分片技术链下通道融合大规模节点和应用的高可扩展区块链系统关键技术区块链普惠金融数据共享联盟链多视角数据分析挖掘部分代表性论著大语言模型推理优化GPU-CPU混合推理在线神经元平衡多模态服务模块复用混合专家模型快速边缘推理大语言模型训练优化流水线并行高效推理混合专家模型多批处理流水线区块链三维并行扩展拜占庭共识协议Blockchain Sharding动态自适应分片框架物联网区块链Payment Channel Rebalancing分片区块链前跑攻击公平跨片共识区块链性能增强链上链下协作区块链扩展合作分片社交数据与应用解耦数据所有权物联网计算资源交易机制分片区块链分布式集体深度强化学习计算卸载区块链分片深度强化学习主要学术兼职
Z
Zibin Zheng
H-index:83Papers:673Citations:3.4万
Z
Zibin Zheng
H-index:28Papers:238Citations:3,694
Z
Zhenni Li
H-index:25Papers:166Citations:2,565
Z
Zicong Hong
H-index:17Papers:70Citations:1,871
Song Guo cover
Song Guo
H-index:87Papers:1,116Citations:3.0万
I
Incheon Paik
H-index:18Papers:226Citations:1,361
X
Xiaoyu Qiu
H-index:9Papers:17Citations:945
Xie Shengli cover
Xie Shengli
H-index:69Papers:637Citations:1.9万
蔡
蔡婷
H-index:11Papers:51Citations:704
H
Hong‐Ning Dai
H-index:51Papers:358Citations:1.9万