Jiahao Chen
I am a 4th-year PhD student at Renmin University of China, advised by Prof. Bing Su. I received my bachelor's and master's degrees from Harbin Institute of Technology. My research focuses on reliable and adaptable machine learning under realistic settings, with particular interests in long-tailed learning, representation learning, and AI4Science.
Publications
Computer Vision
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Uniformity Preserving Transfer for Visual Prompt Tuning under Imbalanced DistributionInternational Journal of Computer Vision (IJCV), 2025
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Rethinking the Bias of Foundation Model under Long-tailed DistributionInternational Conference on Machine Learning (ICML), 2025 PDF
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Instance-specific and Semantic Augmentation for Long-tailed Image ClassificationIEEE Transactions on Image Processing (TIP), 2024 PDF
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Domain-Adaptive and Subgroup-Specific Cascaded Temperature Regression for Out-of-Distribution CalibrationIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024 PDF
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Transfer Knowledge from Head to Tail: Uncertainty Calibration under Long-tailed DistributionIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 PDF
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Toward Auto-evaluation with Confidence-based Category Relation-aware RegressionIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023 PDF
AI4Science
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DenoiseVAE: Learning Molecule-Adaptive Noise Distributions for Denoising-based 3D Molecular Pre-trainingInternational Conference on Learning Representations (ICLR), 2025 PDF
Academic Services
Reviewer for CVPR, ICCV, ICML, ICLR, NeurIPS
Reviewer for Knowledge-Based Systems (KBS)