Improving Representation of High-Frequency Components for Medical Visual Foundation Models
IEEE Transactions on Medical Imaging, 2025
Yuetan Chu, Yilan Zhang (Co-first author), Zhongyi Han, Changchun Yang, Longxi Zhou, Gongning Luo, Chao Huang, Xin Gao
[PDF]

I2M2Net: Inter/Intra-modal Feature Masking Self-distillation for Incomplete Multimodal Skin Lesion Diagnosis
MICCAI (Ninth ISIC Skin Image Analysis Workshop, Oral Presentation), 2024
Ke Wang, Linwei Qiu, Yilan Zhang, Fengying Xie
[PDF]

Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction
ICLR, 2024 (Spotlight)
Yilan Zhang, Yingxue Xu, Jianqi Chen, Fengying Xie, Hao Chen
[PDF] [Code]

Zero-Shot Image Harmonization with Generative Model Prior
TMM, 2024
Jianqi Chen,Yilan Zhang(Co-first Author), Zhengxia Zou, , Keyan Chen, and Zhenwei Shi
[PDF] [Code coming soon]

Diffusion Models for Imperceptible and Transferable Adversarial Attack
TPAMI, 2024
Jianqi Chen, Hao Chen, Keyan Chen, Yilan Zhang, Zhengxia Zou, and Zhenwei Shi
[PDF] [Code]

Digital-to-Physical Visual Consistency Optimization for Adversarial Patch Generation in Remote Sensing Scenes
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Jianqi Chen, Yilan Zhang, Chenyang Liu, Keyan Chen, Zhengxia Zou, Zhenwei Shi
[PDF] [Code]

ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification
MICCAI, 2023 (STAR Award)
Yilan Zhang, Jianqi Chen, Ke Wang, and Fengying Xie
[PDF] [Code]

Dense Pixel-to-Pixel Harmonization via Continuous Image Representation
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
Jianqi Chen,Yilan Zhang, Zhengxia Zou, Keyan Chen, and Zhenwei Shi
[PDF] [Code] [Demo]

TFormer: A throughout fusion transformer for multi-modal skin lesion diagnosis
Computers in Biology and Medicine (CBM), 2023
Yilan Zhang, Fengying Xie, Jianqi Chen
[PDF] [Code]

Dermoscopic image retrieval based on rotation-invariance deep hashing
Medical Image Analysis (MedIA), 2022
Yilan Zhang, Fengying Xie, XuedongSong, Yushan Zheng, Jie Liu and Juncheng Wang
[PDF] [Code]