Bingnan Li

4th Year Undergraduate Student at ShanghaiTech University

Perception Learning and UnderStanding (PLUS) Lab

No.393 Huaxia Middle Road, Pudong, Shanghai, China
201210
Email: libn [AT] shanghaitech [DOT] edu [DOT] cn

Biography

I am currently an undergraduate student at ShanghaiTech University in Shanghai, China. I am very fortunate to study in PLUS Lab and be advised by Prof. Xuming He. My research interests lie in Computer Vision and Machine Learning, especially in Domain Generalization, ML in Healthcare, and Vision-Language Models. Here is my CV.

News

[11/2023] One paper was accepted by ML4H 2023.

Publications

Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation
Bingnan Li, Zhitong Gao, Xuming He.
Machine Learning for Health (ML4H), 2023.

[paper] [code] [poster]

Patent

Segmentation methods, systems, devices and media for cross-modal nuclear magnetic resonance images.
Xuming He, Bingnan Li, Zhitong Gao.
Chinese Patent, Application Code: 2023113868882 (Submitted) 2023.

Projects

	Multi-Resolution Isosurface Rendering Bingnan Li, Suting Chen. Course project of CS171 Computer Graphics I. [Report] [Code]
	Intelligence Strategy Exploration on Chinese Chess Bingnan Li, Suting Chen, Zeen Chi, Yifan Qin, Zhongxiao Cong Course project of CS181 Artificial Intelligence. [Report] [Code]
	Exploration on Novel View Synthesis with Generative Models Bingnan Li, Yifan Qin, Yan Zeng, Chongyu Wang, Yucen Peng, Zheng Chen Course project of CS272 Computer Vision II. [Report] [Code]
	Multi-resolution Blending via Gaussian and Laplacian Pyramid Bingnan Li, Hongyang Lin, Xinzhou Cong Course project of CS270 Digital Image Processing. [Report] [Code]
	Few-Shot Semantic Segmentation Exploration with Diffusion Model Bingnan Li,Yifan Qin, Yan Zeng, Haoyuan Tian, Shuhao Zhang Course project of CS280 Deep Learning. [Report] [Code]

Activities & Honors & Awards

Teaching Assistant | Mathematical Analysis II, Sep. 2021 -- Feb. 2022
Teaching Assistant | Discrete Mathematics, Feb. 2023 -- Jun. 2023
Research Assistant | PLUS Lab, 2022 -- Present
Officer | New Media Department in Student Union, Sep. 2020 -- Sep. 2021
Team Leader | first Sichuan Liang Mountain social practice team, 2021
Volunteer | Shanghai Half Marathon, Apr. 2021
Volunteer | COVID-19 Campus Service, Mar. 2022 -- May. 2022
2020 Outstanding Officer of Student Union, 2021
Social Practice, Outstanding Individual, The Most Outstanding Team, Oct. 2021
Industrial Practice, Outstanding Individual, The Most Outstanding Team, Oct. 2022
Honored student of the School of Information Science and Technology. 2021, 2022