Publications

[Preprint25] Learning to Instruct for Visual Instruction Tuning
Zhihan Zhou, Feng Hong, Jiaan Luo, Jiangchao Yao, Dongsheng Li, Bo Han, Ya Zhang, Yanfeng Wang
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[Preprint25] Learning to Instruct for Visual Instruction Tuning
[MLJ25] Uncover the balanced geometry in long-tailed contrastive language-image pretraining
Zhihan Zhou, Yushi Ye, Feng Hong, Peisen Zhao, Jiangchao Yao, Ya Zhang, Qi Tian, Yanfeng Wang
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[NeurIPS24] Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation
Jiaan Luo, Feng Hong, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang
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[TIP24] Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental Learning
Yuhang Zhou, Jiangchao Yao, Feng Hong, Ya Zhang, Yanfeng Wang
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[TIP24] Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental Learning
[MIA24] Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge
Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen-Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M Summers, George Shih, Zhangyang Wang, Yifan Peng
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[MIA24] Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge
[ICML24] Diversified Batch Selection for Training Acceleration
Feng Hong, Yueming Lyu, Jiangchao Yao, Ya Zhang, Ivor Tsang, Yanfeng Wang
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[ICML24] Diversified Batch Selection for Training Acceleration
[TMI24] UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification
Tianjie Dai, Ruipeng Zhang, Feng Hong, Jiangchao Yao, Ya Zhang, Yanfeng Wang
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[TMI24] UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification
[ICLR24] On Harmonizing Implicit Subpopulations
Feng Hong, Jiangchao Yao, Yueming Lyu, Zhihan Zhou, Ivor Tsang, Ya Zhang, Yanfeng Wang
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[ICLR24] On Harmonizing Implicit Subpopulations
[NeurIPS23 spotlight] Combating Representation Learning Disparity with Geometric Harmonization
Zhian Zhou, Jiangchao Yao, Feng Hong, Ya Zhang, Bo Han, Yanfeng Wang
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[NeurIPS23 spotlight] Combating Representation Learning Disparity with Geometric Harmonization
[ICCVW23] Bag of Tricks for Long-Tailed Multi-Label Classification on Chest X-Rays
Feng Hong, Tianjie Dai, Jiangchao Yao, Ya Zhang, Yanfeng Wang
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[ICCVW23] Bag of Tricks for Long-Tailed Multi-Label Classification on Chest X-Rays
[ICLR23] Long-Tailed Partial Label Learning via Dynamic Rebalancing
Feng Hong, Jiangchao Yao, Zhihan Zhou, Ya Zhang, Yanfeng Wang
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[ICLR23] Long-Tailed Partial Label Learning via Dynamic Rebalancing