Reviewer:


Membership:

IEEE TPAMI (CCF-A), IEEE TIP (CCF-A), IEEE TMI (JCR Q1), IEEE TCYB (JCR Q1), IEEE TCSVT (JCR Q1), Information Fusion (JCR Q1), Pattern Regconition (JCR Q1), Scientific Report, Neurocomputing, The Visual Computer Journal, NeurIPS 2022, MICCAI 2023/2024/2025, CVPR 2024/2025, ICCV 2025
China Computer Federation CCF, IEEE

Fetal Cerebellum Landmark Detection Based on 3D MRI: Method and Benchmark
Haifan Gong, Huixian Liu, Yitao Wang, Xiaoling Liu, Xiang Wan, Qiao Shi#, Haofeng Li#(Corresponding)
IEEE Journal of Biomedical and Health Informatics 2025
Arxiv   Code  

Boundary as the Bridge: Towards Heterogeneous Partially-labeled Medical Image Segmentation and Landmark Detection
Haifan Gong, Boyao Wan, Luoyao Kang, Xiang Wan, Lingyan Zhang#, Haofeng Li#(Corresponding)
IEEE Transactions on Medical Imaging 2025
Arxiv   Code  

BCNet: Bronchus Classification via Structure Guided Representation Learning
Wenhao Huang, Haifan Gong, Huan Zhang, Yu Wang, Xiang Wan, Guanbin Li#, Haofeng Li#(Corresponding), Hong Shen
IEEE Transactions on Medical Imaging, vol. 44, no. 1, pp. 489-498, Jan. 2025
Arxiv   Code  

Domain Generalized Medical Landmark Detection via Robust Boundary-Aware Pre-Training
Haifan Gong, Yu Lu, Xiang Wan, Haofeng Li#(Corresponding)
Oral Presentation in AAAI 2025
Arxiv   Code  

The multimodality cell segmentation challenge: toward universal solutions
Jun Ma, Ronald Xie, Shamini Ayyadhury, Cheng Ge, Anubha Gupta, Ritu Gupta, Song Gu, Yao Zhang, Gihun Lee, Joonkee Kim, Wei Lou, Haofeng Li, et al.
Nature methods 2024
Arxiv   Code  

SENSE: Self-Evolving learNing for SElf-Supervised Monocular Depth Estimation
Guanbin Li, Ricong Huang, Haofeng Li#(Corresponding), Zunzhi You, Weikai Chen
IEEE Transactions on Image Processing, vol. 33, pp. 439-450, 2024
Arxiv   Code  

Structure embedded nucleus classification for histopathology images
Wei Lou, Xiang Wan, Guanbin Li, Xiaoying Lou, Chenghang Li, Feng Gao, Haofeng Li#(Corresponding)
IEEE Transactions on Medical Imaging 2024
Arxiv   Code  

Multi-modal Denoising Diffusion Pretraining for Whole-Slide Image Classification
Wei Lou, Guanbin Li, Xiang Wan, Haofeng Li#(Corresponding)
ACM Multimedia 2024
Arxiv   Code  

Cell Graph Transformer for Nuclei Classification
Wei Lou, Guanbin Li, Xiang Wan, Haofeng Li#(Corresponding)
AAAI 2024
Arxiv   Code  

UniCell: Universal Cell Nucleus Classification via Prompt Learning
Junjia Huang*, Haofeng Li*(Equal contribution), Xiang Wan, and Guanbin Li
AAAI 2024
Arxiv   Code  

Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection
Junjia Huang*, Haofeng Li*(Equal contribution), Xiang Wan, and Guanbin Li
ICCV 2023
Arxiv   Code  

Diffusion-based Data Augmentation for Nuclei Image Segmentation
Xinyi Yu, Guanbin Li, Wei LOU, Siqi Liu, Xiang Wan, Yan Chen, and Haofeng Li#(Corresponding)
MICCAI 2023
Arxiv   Code  

Prompt-based Grouping Transformer for Nucleus Detection and Classification
Junjia Huang*, Haofeng Li*(Equal contribution), Weijun Sun, Xiang Wan, and Guanbin Li
MICCAI 2023
Arxiv   Code  

Visual-Attribute Prompt Learning for Progressive Mild Cognitive Impairment Prediction
Luoyao Kang*, Haifan Gong*, Xiang Wan, and Haofeng Li#(Corresponding)
MICCAI 2023
Arxiv   Code  

ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation
Zihang Xu*, Haifan Gong*, Xiang Wan, and Haofeng Li#(Corresponding)
MICCAI 2023
Arxiv   Code  

Multi-stream Cell Segmentation with Low-level Cues for Multi-modality Images
Wei LOU, Xinyi Yu, Chenyu Liu, Xiang Wan, Guanbin Li, Siqi Liu, Haofeng Li#(Corresponding)
Winner Finalist Award (The 2nd place in 100 teams) in NeurIPS 2022 Challenge CellSeg, to appear in PMLR
Arxiv   Code   HuggingFace   Napari  

Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework
Wei Lou, Haofeng Li#(Corresponding), Guanbin Li, Xiaoguang Han, Xiang Wan
IEEE Transactions on Medical Imaging (IF=11.037), 2022.11
Arxiv   Blog   Code   Patent

Attentive Symmetric Autoencoder for Brain MRI Segmentation
Junjia Huang, Haofeng Li#(Corresponding), Guanbin Li#, Xiang Wan
Early Accept (top 13%) in MICCAI, 2022.09
Arxiv   Blog   Code   Patent

View-Disentangled Transformer for Brain Lesion Detection
Haofeng Li, Junjia Huang, Guanbin Li, Zhou Liu, Yihong Zhong, Yingying Chen, Yunfei Wang, Xiang Wan
International Symposium on Biomedical Imaging (ISBI), 2022.03
Arxiv   Code   Patent

Robust Real-World Image Super-Resolution against Adversarial Attacks
Jiutao Yue*, Haofeng Li* (Equal Contribution), Pengxu Wei, Guanbin Li, Liang Lin
ACM Multimedia (CCF A), 2021.10
Arxiv   Blog   Code

SSMD: Semi-Supervised medical image detection with adaptive consistency and heterogeneous perturbation
Hong-Yu Zhou*, Chengdi Wang*, Haofeng Li* (Equal Contribution), et al.
Medical Image Analysis (IF = 8.545), 2021.08
Arxiv

Online Alternate Generator against Adversarial Attacks
Haofeng Li, Yirui Zeng, Guanbin Li, Liang Lin, Yizhou Yu
TIP (CCF A, IF=10.856), 2020.09
Arxiv   Patent

Motion Guided Attention for Video Salient Object Detection
Haofeng Li, Guanqi Chen, Guanbin Li, Yizhou Yu
ICCV (CCF A), 2019.11
Arxiv   Blog   Code

ROSA: Robust Salient Object Detection Against Adversarial Attacks
Haofeng Li, Guanbin Li, Yizhou Yu
IEEE Transactions on Cybernetics (JCR Q1, IF=11.079), 2019
Code

Context Aware Semantic Inpainting
Haofeng Li, Guanbin Li, Liang Lin, Hongchuan Yu, Yizhou Yu
IEEE Transactions on Cybernetics (JCR Q1), 2018
Code

Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks
Xiang He, Sibei Yang, Guanbin Li, Haofeng Li, Huiyou Chang, Yizhou Yu
Oral Presentation in AAAI (CCF A), 2019

Context and Adversarial Learning in Low-level Vision
Haofeng Li
PhD Thesis, The University of Hong Kong, Pokfulam, Hong Kong SAR, 2020