Jiesong Liu 刘洁松

PhD student at North Carolina State University

Email: jliu93@ncsu.edu

My name is Jiesong Liu. I am a Ph.D. student at North Carolina State University, working with Dr. Xipeng Shen. My research interests include AI optimizations. CV

Education Background

Sep. 2019 ~ June 2023: B.S. in School of Information, Renmin University of China.

Jan. 2022 ~ Apr. 2022: Exchanged to Faculty of Science, University of British Columbia.

Aug. 2023 ~ Now: Ph.D. in Computer Science at North Carolina State University.

Publications

[TC’24]``Enabling Efficient Deep Learning on MCU with Transient Redundancy Elimination”; Jiesong Liu, Feng Zhang, Jiawei Guan, Hsing-Hsuan Sung, Xiaoyong Du, Xipeng Shen; IEEE Transactions on Computer Systems (TC), 2024.

[ASPLOS’23]``Space Efficient TREC for Enabling Deep Learning on Microcontrollers”;
Jiesong Liu, Feng Zhang, Jiawei Guan, Hsing-Hsuan Sung, Xiaoyong Du, Xipeng Shen;
28th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2023. [Paper]

[TPDS’24] ``G-Learned Index: Enabling Efficient Learned index on GPU”;
Jiesong Liu, Feng Zhang, Lv Lu, Xiaoyong Du, Guoliang Li and Dong Deng.

[VLDB’23] ``Approximating Probabilistic Group Steiner Trees in Graphs”;
Shuang Yang, Yahui Sun, Jiesong Liu, Xiaokui Xiao, Ronghua Li, Zhewei Wei;
49th International Conference on Very Large Data Bases (VLDB), 2023. [Paper]

[TPDS’22] ``Exploring Query Processing on CPU-GPU Integrated Edge Device”;
Jiesong Liu, Feng Zhang, Hourun Li, Dalin Wang, Weitao Wan, Xiaokun Fang, Jidong Zhai, Xiaoyong Du;
IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022. [Paper]

[NeurIPS’22] ``TREC: Transient Redundancy Elimination-based Convolution”;
Jiawei Guan, Feng Zhang, Jiesong Liu, Hsing-Hsuan Sung, Ruofan Wu, Xiaoyong Du, Xipeng Shen;
36th Conference on Neural Information Processing Systems (NeurIPS), 2022 [Paper]