刘楚波，男，教授，博士生导师，国家级青年人才计划获得者，高性能计算应用软件技术教育部工程研究中心副主任、超算与人工智能融合计算教育部重点实验室副主任。研究方向主要涉及高性能计算、人工智能、体系结构、博弈论、近似算法与随机算法。在国际顶级期刊会议IEEE-TC、TPDS、ACM-TOMPECS、ISCA、HPCA、DAC等发表论文40余篇，其中，CCF-A类论文20余篇，ESI高被引论文2篇。担任IEEE-TC、IEEE-TPDS、IEEE-TCC、IEEE-JSAC、IEEE-TII等国际期刊审稿人。主持国家自然科学基金专项项目、面上和青年基金项目、华为合作项目等纵向和横向项目多项，作为课题骨干参与国家重点研发计划项目3项。

电子邮件:

liuchubo@hnu.edu.cn

研究方向：高性能计算、人工智能、体系结构、博弈论、近似算法与随机算法

联系地址：湖南省长沙市岳麓区麓山南路2号,湖南大学信息科学与工程学院(410082)

所属机构：计算机科学系学院教师

[1]国家自然科学基金“数据科学与人工智能前沿探索”专项项目，62441234，基于国产超算的行业大模型自适应架构重构与优化关键技术研，2025/01-2026/12，在研，主持

[2]国家自然科学基金面上项目，62072165，深度学习计算服务化异步并行处理体系结构研究，2021/01-2024/12，结题，主持

[3]国家自然科学基金青年项目，61702170，基于博弈论的云提供商及其用户效益协同优化服务机制和策略，2018/01-2020/12，结题，主持

[1]Shengle Lin,Chubo Liu,Yan Ding,Joey Tianyi Zhou,Kenli Li and Wangdong Yang.SSpMV:A Sparsity-aware SpMV Framework Empowered by Multimodal Machine Learning.The 62th ACM Design Automation Conference(DAC),2025(Accepted,CCF A类)

[2]Yunzhen Luo,Yan Ding,Zhuo Tang,Keqin Li,Kenli Li,Chubo Liu.BEAST-GNN:A United Bit Sparsity-Aware Accelerator for Graph Neural Networks.IEEE Transactions on Computers(IEEE-TC),2025.(Accepted,CCF A类)

[3]Haotian Wang,Yan Ding,Yumeng Liu,Weichen Liu,Chubo Liu,Wangdong Yang,Kenli Li.A Context-Awareness and Hardware-Friendly Sparse Matrix Multiplication Kernel for CNN Inference Acceleration.IEEE Transactions on Computers(IEEE-TC),2025.(Accepted,CCF A类)

[4]Qilin Hu,Yan Ding,Chubo Liu,Keqin Li,Kenli Li,Albert Y.Zomaya.CBANA:A Lightweight,Efficient,and FlexibleCache Behavior Analysis Framework.IEEE Transactions on Computers(IEEE-TC),2024,73(9):2262-2274.(CCF A类)

[5]Shengyi Ji,Chubo Liu,Yan Ding,Qing Liao,Zhuo Tang.A Real-time Execution System of Multimodal Transformerthrough PIM-GPU Collaboration.The 61th ACM Design Automation Conference(DAC),2024(CCF A类)

[6]Rui Pan,Chubo Liu,Guoqing Xiao,Mingxing Duan,Keqin Li,Kenli Li.An Algorithm and Architecture Co-design for Accelerating Smart Contracts in Blockchain.The 50th International Symposium on Computer Architecture(ISCA),2023(CCF A类)

[7]Yan Ding,Chubo Liu,Mingxing Duan,Wanli Chang,Keqin Li,Kenli Li.HAIMA:A Hybrid SRAM and DRAM Accelerator-in-Memory Architecture for Transformer.The 60th ACM Design Automation Conference(DAC),2023(CCF A类)

[8]Zihao Zeng,Chubo Liu,Zhuo Tang,Kenli Li,Keqin Li.AccTFM:An Effective Intra-Layer Model Parallelization Strategy for Training Large-Scale Transformer-Based Models.IEEE Transactions on Parallel and Distributed Systems(IEEE-TPDS),2022,33(12):4326-4338.(CCF A类)

[9]Chubo Liu,Fan Tang,Kenli Li,Yikun Hu,Kenli Li,Zhuo Tang,Keqin Li.Distributed Task Migration Optimization in MEC by Extending Multi-agent Deep Reinforcement Learning Approach.IEEE Transactions on Parallel and Distributed Systems(IEEE-TPDS),2021,32(7):1603-1614.(CCF A类)

[10]Zihao Zeng,Chubo Liu,Zhuo Tang,Wanli Chang,Kenli Li.Training Acceleration for Deep Neural Networks:A Hybrid Parallelization Strategy.The 58th ACM Design Automation Conference(DAC),2021(CCF A类)

[11]Yan Ding,Chubo Liu,Xu Zhou,Zhao Liu,Zhuo Tang.A Code-Oriented Partitioning Computation Offloading Strategy for Multiple Users and Multiple Mobile Edge Computing Servers.IEEE Transactions on Industrial Informatics(IEEE-TII),2020,16(7):4800-4810.(JCR 1区)

[12]Chubo Liu,Kenli Li,Jie Liang,Keqin Li.COOPER-MATCH:Job Offloading with A Cooperative Game for Guranteeing Strict Deadlines in MEC.IEEE Transactions on Mobile Computing(IEEE-TMC),2019,DOI:10.1109/TMC.2019.2921713.(CCF A类)

[13]Chubo Liu,Kenli Li,Jie Liang,Keqin Li.COOPER-SCHED:A Cooperative Scheduling Framework for Mobile Edge Computing with Expected Deadline Guarantee.IEEE Transactions on Parallel and Distributed Systems(IEEE-TPDS),2019,DOI:10.1109/TPDS.2019.2921761.(CCF A类)

[14]Chubo Liu,Kenli Li,Jie Liang,Keqin Li.Service Reliability in an HC:Considering From the Perspective of Scheduling With Load-Dependent Machine Reliability.IEEE Transactions on Reliability(IEEE-TR),2019,68(2):476-495.

[15]Chubo Liu,Kenli Li,Keqin Li.A Game Approach to Multi-servers Load Balancing with Load-Dependent Server Availability Consideration.IEEE Transactions on Cloud Computing(IEEE-TCC),2021,9(1):1-13.(JCR 1区)

[16]Chubo Liu,Kenli Li,Keqin Li,Rajkumar Buyya.A New Cloud Service Mechanism for Profit Optimizations of a Cloud Provider and Its Users.IEEE Transactions on Cloud Computing(IEEE-TCC),2021,9(1):14-26.(JCR 1区)

[17]Chubo Liu,Kenli Li,Zhuo Tang,Keqin Li.Bargaining Game Based Scheduling for Performance Guarantees in Cloud Computing.ACM Transactions on Modeling and Performance Evaluation of Computing Systems(ACM-TMPECS),2018,3(1):1-25.

[18]Chubo Liu,Kenli Li,Keqin Li.Minimal Cost Server Configuration for Meeting Time-Varying Resource Demands in Cloud Centers.IEEE Transactions on Parallel and Distributed Systems(IEEE-TPDS),2018,29(11):2503-2513.(CCF A类)

[19]Chubo Liu,Kenli Li,Chengzhong Xu,Keqin Li.Strategy Configurations of Multiple Users Competition for Cloud Service Reservation.IEEE Transactions on Parallel and Distributed Systems(IEEE-TPDS),2016,27(2):508-520.(CCF A类)

[20]Kenli Li,Chubo Liu,Keqin Li,Albert Y.Zomaya.A Framework of Price Bidding Configurations for Resource Usage in Cloud Computing.IEEE Transactions on Parallel and Distributed Systems(IEEE-TPDS),2016,27(8):2168-2181.(CCF A类)