Wenting Chen 陈文婷 Ph.D. Candidate Department of Electrical Engineering, City University of Hong Kong, Kowloon, Hong Kong. Email | Google Scholar | Github |

[Pinned Message] I will graduate in 2025 and am looking for postdoc position.

About Me

I am a final year Ph.D candidate in the Department of Electrical Engineering, City University of Hong Kong, supervised by Prof. Yixuan YUAN, Prof. W.S Tommy Chow, and Prof. L.H. Leanne Chan. I am visiting Massachusetts General Hospital and Harvard Medical School, supervised by Prof. Xiang Li and Prof. Quanzheng Li. Before that, I received the B. Eng and M. Eng degree from College of Computer Science and Software Engineering in Shenzhen University of China in 2017 and 2020, supervised by Prof. Linlin Shen. From Dec. 2019 to Nov. 2020, I had interned in Tencent Jarvis Lab, supervised by Dr. Shuang Yu and Prof. Yefeng Zheng.

My research interests lie in vision-language model, multi-modal large language model, generative AI, computer vision and their applications on medical AI, with a focus on report generation, medical image synthesis, endoscopy super-resolution, retinal image segmentation, multi-modality diagnosis, etc.

Welcome to contact me about research collaboration, please don't hesitate to drop me emails if you are interested.

News

[09/2024] One paper accepted by IJCV 2024. (IF. 14.5).
[09/2024] Outstanding Academic Performance Award (OAPA) and Research Tuition Scholarship.
[08/2024] I am visiting Massachusetts General Hospital and Harvard Medical School.
[08/2024] Attend ACL 2024 in Bangkok.
[08/2024] One paper accepted by Medical Image Analysis 2024. (IF. 10.7).
[06/2024] Two papers accepted by MICCAI 2024.
[06/2024] One papers accepted by IEEE TMI 2024. (IF. 8.9).
[05/2024] One paper accepted by ACL 2024.
[01/2024] One paper accepted by Expert Systems with Applications 2024. (IF. 7.5).
[07/2022] One paper accepted by IEEE JBHI 2022. (IF. 7.7).
[07/2022] Pass the Ph.D. Qualify Examination.
[04/2022] One paper accepted by Medical Image Analysis 2022. (IF. 10.7).
[05/2021] One paper accepted by AAAI 2021.
[04/2021] One paper accepted by IEEE TMM 2021. (IF. 8.4).
[03/2021] One paper accepted by Pattern Recognition 2021. (IF. 7.5).
[11/2020] Finish the internship in Tencent Jarvis Lab.
[06/2020] I graduate from the School of CSSE in SZU and receive M.E. degree.
[06/2020] Two papers accepted by MICCAI 2020.

Selected Publications

• Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation Wenting Chen, Jie Liu, Yixuan Yuan. International Journal of Computer Vision (IJCV), 2024. (Impact Factor: 14.5) [Paper]

• Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation Wenting Chen, Linlin Shen, Jingyang Lin, Jiebo Luo, Xiang Li, Yixuan Yuan. ACL, 2024. [Paper]

• STAR-RL: Spatial-temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution Wenting Chen, Jie Liu, Tommy W.S. Chow, Yixuan Yuan. IEEE Transactions on Medical Imaging (IEEE TMI), 2024. (Impact Factor: 8.9) [Paper]

• Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting Wenting Chen, Pengyu Wang, Hui Ren, Lichao Sun, Quanzheng Li, Yixuan Yuan, Xiang Li. MICCAI, 2024. [Paper]

• Mask-aware transformer with structure invariant loss for CT translation Wenting Chen, Wei Zhao, Zhen Chen, Tianming Liu, Li Liu, Jun Liu, Yixuan Yuan. Medical Image Analysis, 2024. (Impact Factor: 10.7) [Paper]

• TW-GAN: Topology and width aware GAN for retinal artery/vein classification Wenting Chen, Shuang Yu, Kai Ma, Wei Ji, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng. Medical Image Analysis, 2022. (Impact Factor: 10.7) [Paper]

• Dynamic Depth-Aware Network for Endoscopy Super-Resolution Wenting Chen, Yifan Liu, Jiancong Hu, Yixuan Yuan. IEEE Journal of Biomedical and Health Informatics, 2023. (Impact Factor: 6.7) [Paper]

• TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification Wenting Chen, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng. MICCAI, 2020. [Paper]

Experience

• Massachusetts General Hospital and Harvard Medical School, Boston, Aug. 2024 - Feb. 2025.
  Visiting Student
  Advisor: Prof. Xiang Li and Prof. Quanzheng Li
  

• Tencent, JARVIS Lab, Shenzhen, Dec. 2019 - Nov. 2020
  Research Intern
  Advisor: Dr. Shuang Yu and Prof. Yefeng Zheng
  

• City University of Hong Kong, Hong Kong, Nov. 2020 - May 2021
  Research Assistant
  Advisor: Prof. Yixuan YUAN
  

Award

Outstanding Academic Performance Award (OAPA) of City University of Hong Kong

Research Tuition Scholarship of City University of Hong Kong

Teaching

EE4146: Data Engineering and Learning Systems, Semester B 2023/24, CityU.

EE1001: Foundations of Digital Techniques, Semester A 2023/24, CityU.

EE3206: Java Programming and Applications, Semester B 2022/23, CityU.

EE3206: Java Programming and Applications, Semester A 2022/23, CityU.

EE2331: Data Structures and Algorithms, Semester B 2021/22, CityU.

Services

Conference Reviewer: MICCAI'24,23,22.

Journal Reviewer: IJCV, TMI, TNNLS, MIA, TAI, IEEE JBHI