Haofei Song (宋昊飞)

I am a Ph.D. student at East China Normal University, advised by Prof. Yan Wang. My research interests include image restoration, vision-language models, and AI for biology.

Before starting my Ph.D., I received my master's degree from East China Normal University, advised by Prof. Yan Wang. And I worked as a research intern at Huawei (2024-2025).

Publications

Overview of the DMCoStain framework

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment

Siyuan Xu, Yan Wang, Haofei Song, Lili Gao, Jiansheng Wang, Qing Zhang, Dan Huang, Boxiang Yun, Hongkai Xiong, Qingli Li

ACM Multimedia (ACM MM), 2026

Overview of the DP-NSL framework

Dual-Prior Guided Null-Space Learning with Mixture-of-Splines for Arbitrary Medical Slice Super-Resolution

Haofei Song, Siyuan Xu, Xintian Mao, Shaojie Guo, Qingli Li, Yan Wang

European Conference on Computer Vision (ECCV), 2026

Architecture of the DGNO pathology deblurring method

Discontinuous Galerkin Neural Operator for Pathology Defocus Deblurring

Shaoqing Duan, Haofei Song, Xintian Mao, Qingli Li, Yan Wang

International Conference on Machine Learning (ICML), 2026

Architecture and building blocks of DeepRFTv2

DeepRFTv2: Kernel-Level Learning for Image Deblurring

Xintian Mao, Haofei Song, Yin-Nian Liu, Qingli Li, Yan Wang

arXiv preprint, 2025

Overview of the ATST-Net framework

Advancing Stain Transfer for Multi-Biomarkers: A Human Annotation-Free Method Based on Auxiliary Task Supervision

Siyuan Xu, Haofei Song, Yingjiao Deng, Jiansheng Wang, Yan Wang, Qingli Li

International Joint Conference on Artificial Intelligence (IJCAI), 2025

Overview of the GeNSeg-Net framework

GeNSeg-Net: A General Segmentation Framework for Any Nucleus in Immunohistochemistry Images

Siyuan Xu, Guannan Li, Haofei Song, Jiansheng Wang, Yan Wang, Qingli Li

ACM Multimedia (ACM MM), 2024

Framework of the SVDSR degradation model

Spatially-Variant Degradation Model for Dataset-Free Super-Resolution

Shaojie Guo, Haofei Song, Qingli Li, Yan Wang

European Conference on Computer Vision (ECCV), 2024

Architecture and main blocks of the I3Net medical slice synthesis network

I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis

Haofei Song, Xintian Mao, Jing Yu, Qingli Li, Yan Wang

IEEE Transactions on Medical Imaging (TMI), 2024

Internship

Huawei Research on vision-language models and interactive open-world object detection. 2024.07-2025.06

Selected Honors

2025 National Second Prize, 19th “Challenge Cup” Competition
2025 Shanghai Grand Prize, 19th “Challenge Cup” Competition
2025 Outstanding Master's Thesis, East China Normal University
2025 Outstanding Graduate, East China Normal University