个人简介

我目前为大连理工大学软件工程博士在读（预计2027毕业），导师为樊鑫教授；2023年获重庆邮电大学计算机技术硕士学位，导师为高新波教授与冷佳旭教授。研究方向聚焦计算机视觉与医学图像处理，主要包括医学图像分割与配准，以及图像/视频超分辨率。已在 CVPR、AAAI、ACM MM、TNNLS、IEEE BIBM等会议/期刊发表或录用论文，并在推进 CVPR 、 MICCAI 、TMI投稿工作。诚邀本科生、研究生共赴探索之旅。

About Me

I am a Ph.D. student in Software Engineering at Dalian University of Technology (expected 2027), supervised by Prof. Xin Fan. I received my M.Sc. degree in Computer Technology from Chongqing University of Posts and Telecommunications in 2023, supervised by Prof. Xinbo Gao and Prof. Jiaxu Leng. My research interests include Computer Vision and Medical Image Processing, with a focus on medical image segmentation and registration, as well as image/video super-resolution. I have published/accepted papers in venues such as CVPR, AAAI, ACM MM, TNNLS, and IEEE BIBM Workshop, and I am currently working on submissions to CVPR and ICME. Join us in exploration! Invitation for undergraduate and graduate research collaborators.

My research interest is computer vision, medical image analysis, currently with medical image segmentation and foundation model.

Publications

• A Hybrid Space Model for Misaligned Multi-modality Image Fusion.
  Yi Xiao, Jia Wang (co-first author), Zhu Liu, Di Wang, Jinyuan Liu, Risheng Liu*
  Association for the Advancement of Artificial Intelligence (AAAI), 2026 (Accepted)

• FedSR: Personalizing Federated Learning Guided by Site-aggregated Representation for Multi-site One-shot Medical Image Segmentation.
  Jia Wang, Yuchen Sun, Yunan Mei, Zihao Xu, Xin Fan*.
  IEEE International Conference on Bioinformatics & Biomedicine (BIBM), 2025

• Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Segmentation.
  Xin Fan*, Xiaolin Wang, Jiaxin Gao, Jia Wang, Zhongxuan Luo, Risheng Liu
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
  [Project page] [Code] [PDF] [Supp]

• Difficulty-Guided Variant Degradation Learning for Blind Image Super-Resolution.
  Jiaxu Leng, Jia Wang (co-first author), Mengjingcheng Mo, Ji Gan, Wen Lu, Xinbo Gao*
  IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
  [Code] [DOI]

• ICNet: Joint Alignment and Reconstruction via Iterative Collaboration for Video Super-Resolution.
  Jiaxu Leng, Jia Wang, Xinbo Gao, Bo Hu, Ji Gan, Chengqiang Gao.*.
  ACM International Conference on Multimedia (ACM MM), 2022
  [ACM DL]

Awards

• Academic Excellence Scholarship (2018-2019, 2020-2021)
• Outstanding Graduating Graduate Student (Municipal-level, Chongqing City)