Jiahao Chen

Jiahao Chen（陈嘉浩）

I am currently a postdoctoral researcher at Tsinghua University, working with Prof. Xiangyang Ji. I received my Ph.D. from Renmin University of China under the supervision of Prof. Bing Su. Before that, I earned my M.S. and B.S. degrees from Harbin Institute of Technology, where I was advised by Prof. Rui Wu during my master's study. My research interests lie in reliable and adaptable machine learning under realistic settings, with a particular focus on long-tailed learning, representation learning, and AI4Science.

我目前是清华大学博士后研究员，合作导师为季向阳教授。我在中国人民大学获得博士学位，博士导师为苏冰副教授。此前，我在哈尔滨工业大学先后获得硕士和学士学位，硕士导师为吴锐副教授。我的研究聚焦于真实场景下可靠且具有适应性的机器学习，主要关注长尾学习、表征学习与科学智能。

Email / GitHub

Collaboration

I am always open to research collaborations and discussions. Please feel free to drop me an email if you are interested in working together.

欢迎围绕相关研究方向开展合作与交流。如果你有兴趣一起研究，欢迎随时给我发邮件。

Publications

AI for Science

From Holo Pockets to Electron Density: GPT-style Drug Design with Density

Jiahao Chen, Letian Gao, Yanhao Zhu, Wenbiao Zhou, Bing Su, Zhi John Lu, Bo Huang

International Conference on Machine Learning (ICML), 2026 PDF
DenoiseVAE: Learning Molecule-Adaptive Noise Distributions for Denoising-based 3D Molecular Pre-training

Yurou Liu, Jiahao Chen, Rui Jiao, Jiangmeng Li, Wenbing Huang, Bing Su

International Conference on Learning Representations (ICLR), 2025 PDF

Computer Vision

Uniformity Preserving Transfer for Visual Prompt Tuning under Imbalanced Distribution

Jiahao Chen, Hao Chen, Bin Qin, Jiangmeng Li, Jindong Wang, Bing Su

International Journal of Computer Vision (IJCV), 2026 PDF
Rethinking the Bias of Foundation Model under Long-tailed Distribution

Jiahao Chen, Bin Qin, Jiangmeng Li, Hao Chen, Bing Su

International Conference on Machine Learning (ICML), 2025 PDF
Instance-specific and Semantic Augmentation for Long-tailed Image Classification

Jiahao Chen, Bing Su

IEEE Transactions on Image Processing (TIP), 2024 PDF
Domain-Adaptive and Subgroup-Specific Cascaded Temperature Regression for Out-of-Distribution Calibration

Jiexin Wang, Jiahao Chen, Bing Su

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024 PDF
Transfer Knowledge from Head to Tail: Uncertainty Calibration under Long-tailed Distribution

Jiahao Chen, Bing Su

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 PDF
Toward Auto-evaluation with Confidence-based Category Relation-aware Regression

Jiexin Wang, Jiahao Chen, Bing Su

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023 PDF

Under Review

LumosFlow: Motion-Guided Long Video Generation

Jiahao Chen, Hangjie Yuan, Yichen Qian, Jingyun Liang, Jiazheng Xing, Pengwei Liu, Weihua Chen, Fan Wang, Bing Su

Under Review PDF
SciLT: Long-tailed Image Classification under Scientific Image Domains

Jiahao Chen, Bing Su

Under Review PDF
Interpretable Enzyme Function Prediction via Residue-Level Detection

Zhao Yang, Bing Su, Jiahao Chen, Ji-Rong Wen

Under Review PDF

Education

Harbin Institute of Technology

Bachelor's Degree

2016–2020
Harbin Institute of Technology

Master's Degree

2020–2022
Renmin University of China

Ph.D.

2022–2026
Tsinghua University

Postdoctoral Researcher

2026–Present

Academic Services

Reviewer for CVPR, ICCV, ICML, ICLR, and NeurIPS

Reviewer for Knowledge-Based Systems (KBS)