1. Jiaan Luo, Feng Hong, Jiangchao Yao†, Bo Han, Ya Zhang, Yanfeng Wang. Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation. Advances on Neural Information Processing Systems (NeurIPS'24)
2. Feng Hong, Yueming Lyu, Jiangchao Yao†, Ya Zhang, Ivor W. Tsang, Yanfeng Wang†. Diversified Batch Selection for Training Acceleration. International Conference on Machine Learning (ICML'24)
3. Yuhang Zhou, Haolin li, Siyuan Du, Jiangchao Yao†, Ya Zhang, Yanfeng Wang†. Low-Rank Knowledge Decomposition for Medical Foundation Models. International Conference on Computer Vision and Pattern Recognition (CVPR'24)
4. Zihua Zhao, Mengxi Chen, Tianjie Dai, Jiangchao Yao†, Bo Han, Ya Zhang, Yanfeng Wang†. Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning. International Conference on Computer Vision and Pattern Recognition (CVPR'24)
5. Feng Hong, Jiangchao Yao†, Yueming Lyu, Zhihan Zhou, Ivor W. Tsang, Ya Zhang, Yanfeng Wang†. On Harmonizing Implicit Subpopulations. International Conference on Learning Representation (ICLR'24)
6. Tianjiao Zhang, Huangjie Zheng, Jiangchao Yao, Xiangfeng Wang, Mingyuan Zhou, Ya Zhang, Yanfeng Wang. Long-tailed Diffusion Models with Oriented Calibration. International Conference on Learning Representation (ICLR'24)
7. Zhihan Zhou, Jiangchao Yao†, Feng Hong, Ya Zhang, Bo Han, Yanfeng Wang†. Combating Representation Learning Disparity with Geometric Harmonization. Advances on Neural Information Processing Systems (NeurIPS'23)
8. Yiming Qin, Huangjie Zheng, Jiangchao Yao†, Mingyuan Zhou, Ya Zhang. Class-Balancing Diffusion Models. International Conference on Computer Vision and Pattern Recognition (CVPR'23)
9. Feng Hong, Jiangchao Yao†, Zhihan Zhou, Ya Zhang, Yanfeng Wang†. Long-tailed Partial Label Learning via Dynamic Rebalancing. International Conference on Learning Representation (ICLR'23)
10. Zhihan Zhou, Jiangchao Yao†, Yanfeng Wang†, Bo Han, Ya Zhang. Contrastive Learning with Boosted Memorization. International Conference on Machine Learning (ICML'22)
11. Jiayu Lei, Lisong Dai, Haoyun Jiang, Chaoyi Wu, Xiaoman Zhang, Yao Zhang, Jiangchao Yao†, Weidi Xie, Yanyong Zhang, Yuehua Li, Ya Zhang, Yanfeng Wang†. UniBrain: Universal Brain MRI Diagnosis with Hierarchical Knowledge-enhanced Pre-training. Computerized Medical Imaging and Graphics (CMIG 2025)
12. Tianjie Dai, Ruipeng Zhang, Feng Hong, Jiangchao Yao†, Ya Zhang, Yanfeng Wang†. UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification. IEEE Transactions on Medical Imaging (TMI 2024)