Jiesong Bai(白洁松)

Incoming Phd Student@SJTU

Shanghai Jiao Tong University
Shanghai.

Email: jiesongbai.7 [at] gmail.com

Biography

I am an incoming PhD Student studied in the MIN@SJTU led by Prof. Dr. Hongkai Xiong. And also, I am doing research here, supervised by Prof. Wenrui Dai. Previously, I received my Bachelor's degree in July 2025, majoring in Communication Engineering at Shanghai University (SHU).

My research interests include Deep Learning and AI System. From 2023, I started to do some research on Computer Vision, including talking head generation and low level vision. Now, I'm starting to explore the research related to distributed training cluster optimization, mainly focus on Collective Communication. And I'm also interested in some LLM and AIGC Applications.

Feel free to contact me by email if you are interested in discussing or collaborating with me.

News

Industrial Experience

Education & Visiting

  

Shanghai Jiao Tong University, Shanghai

Incoming PhD Student in MIN, SJTU

Advisor: Prof. Hongkai Xiong

Sep. 2025 - Future

University of Macau, Macau

Research Assistant

Supervisor: Dr. Xuhang Chen

Oct. 2024 - May. 2025

Shanghai University, Shanghai

Bachelor of Engineering in Communication Engineering

Sep. 2021 - Jul. 2025

Selected Publications | Full List

      
/*Conference*/

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction

Jiesong Bai, Yuhao Yin, Yihang Dong, Xiaofeng Zhang, Chi-Man Pun, Xuhang Chen

International Joint Conference on Artificial Intelligence (IJCAI), 2025.

[paper] [code]

MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios

Jinyang Huang, Xiachong Feng, Qiguang Chen, Hanjie Zhao, Zihui Cheng, Jiesong Bai,Jingxuan Zhou, Min Li, Libo Qin

The Meeting of the Association for Computational Linguistics (ACL Findings), 2025.

[paper]

DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains

Junyu Xia, Jiesong Bai, Yihang Dong

International Joint Conference on Neural Networks (IJCNN), 2025.

[paper] [code]

Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement

Jiesong Bai*, Yuhao Yin*, Qiyuan He, Yuanxian Li, Xiaofeng Zhang (* equal contribution)

The International Conference on Neural Information Processing (ICONIP), 2024.

[paper] [code]

Honors & Awards

[06/2025] The President's Scholarship of Shanghai University.
[11/2024] Outstanding Scholarship for Academic Excellence of Shanghai University.
[11/2024] Arts and Sports Scholarship of Shanghai University.
[11/2024] Innovation and Entrepreneurship Scholarship of Shanghai University.
[10/2024] National Scholarship in the first place in the SCIE@SHU.
[11/2023] Outstanding Scholarship for Academic Excellence of Shanghai University.
[11/2022] Outstanding Scholarship for Academic Excellence of Shanghai University.
[10/2022] Excellent Student of Shanghai University.

Professional Services

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