学生培养
近期学术论文
(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)
部分科研项目
