Jiesong Bai(白洁松)

4th-year Undergraduate Student@SHU

Incoming Phd Student@SJTU

Shanghai University
Shanghai.

Email: jiesongbai.7 [at] gmail.com

Biography

I am a 4th-year undergraduate student majoring in Communication Engineering at Shanghai University (SHU), and I hope to receive my Bachelor's degree in July 2025. I also fortunately become a incoming PhD Student studied in the MIN@SJTU led by Prof. Dr. Hongkai Xiong. Currently, I am doing research here, supervised by Prof. Wenrui Dai

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

Shanghai University, Shanghai

Bachelor of Engineering in Communication Engineering

Sep. 2021 - Jul. 2025 (expected)

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]

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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