Bohan Zhang | China Agricultural University

About Me

I am currently a third-year undergraduate student in the College of Information and Electrical Engineering, China Agricultural University. I am fortunate to be advised by Yanan Wu and Yitian Xu.

My research interests lie in optimization theory and the post-training of vision/language pretrained models. I am particularly interested in developing reliable post-training and fine-tuning methods that enable models to adapt rapidly and robustly to downstream tasks and evolving environments.

Award

First Prize, Beijing College Students Mathematics Competition (Engineering Students Group)
First Prize, National College Students Physics Competition (Engineering Students Group)
National Scholarship
Silver Medal 🥈 (42/1424), Kaggle PhysioNet ECG Image Digitization Challenge

News

[Mar. 2026] Selected as one of the 60 undergraduate students admitted to the Zhongguancun Academy Tanlan Program.
[Feb. 2026] Our paper on On-the-Fly Category Discovery was accepted to CVPR 2026.
[Nov. 2025] Our paper on accelerating kernel methods was accepted to Information Sciences.

Publications

CVPR

Learning through Creation:A Hash-Free Framework for On-the-Fly Category Discovery

Bohan Zhang*, Weidong Tang*, Zhixiang Chi, Yi Jin, Zhenbo Li, Yang Wang, Yanan Wu(* means equal contribution)

Findings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR Findings), 2026

PDF Code CCF-A

Inf.Sci

Multi-label Twin support vector machine with probabilistic output and its safe screening rule

Bohan Zhang, Xincheng Lv, Chang Xu, Yitian Xu

Information Sciences (Inf.Sci), 2026.

PDF Code CCF-B

Experience

Zhongguancun Institute of Artificial Intelligence

2026.03 - Present

Intern, at Tanlan Program

Zhongguancun Academy Institute of Artificial Intelligence

China Agricultural University

2023.09 - Present

Undergraduate Student in Artificial Intelligence, rank 1st

College of Information and Electrical Engineering

Advisors: Prof. Yanan Wu and Yitian Xu