Hi, my name is Shuang Zeng, welcome to my homepage. I received my bachelor’s degree in Engineering from Peking Unversity, Beijing, China in 2021. Currently, I am a Biomedical Engineering joint Ph.D. student of Peking University - Georgia Institute of Technology - Emory University. I am very fortunate to be advised by Prof. Qiushi Ren from College of Future Technology, PKU and Prof. May Dongmei Wang from Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University. My research interest mainly focuses on self-supervised contrastive learning, Large Language Models, explainable AI and medical image processing. Welcome to reach out to me for communication and cooperation!
🔥 News
- 2025.3.20: I am honored to be selected to receive a fellowship to attend the 22nd NSF International Summer Leadership Academy on Bio-X: AI in Healthcare, Medicine and Biology on the lovely Mediterranean Island of Rhodes, Greece from May 27th - June 2nd, 2025.
- 2025.2.27:
AAAI (Assocaition for the Advancement of Artificial Intelligence) 2025, Pennsylvania Convention Center, Philadelphia
I attended AAAI 2025 conference as a co-author from Feb. 25th to Mar. 4th.
- 2025.2.6:
CRIDC (Career, Research, and Innovation Development Conference) 2025, Gatech, ATL
I really appreciate to have the chance to attend CRIDC 2025 poster competition at Georgia Institute of Technology, Atlanta, USA.
📝 Publications
Journal Articles
- Shuang Zeng et al. Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training
- Shuang Zeng et al. SuperCL: Superpixel Guided Contrastive Learning for Medical Image Segmentation Pre-training
- Shuang Zeng et al. Novel Extraction of Discriminative Fine-Grained Feature to Improve Retinal Vessel Segmentation
- Bin Qiu, Shuang Zeng et al. Comparative study of deep neural networks with unsupervised Noise2Noise strategy for noise reduction of optical coherence tomography images, (Journal of Biophotonics, IF: 2.00)
- Wenbo Zhang, Junmeng Li, Lei Zhu, Shuang Zeng et al. Choroidal Vascularity Index and Choroidal Structural Changes in Children With Nephrotic Syndrome, (TVST, IF: 2.6)
- Lei Zhu, Xinliang Zhang, Hangzhou He, Qian Chen, Sha Li, Shuang Zeng et al. Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation (TNNLS, IF: 10.2)
- Lei Zhu, Junmeng Li, Yicheng Hu, Ruilin Zhu, Shuang Zeng et al. Choroidal Optical Coherence TomographyAngiography: Noninvasive Choroidal VesselAnalysis via Deep Learning (Health Data Science)
Conference Proceedings
- Yixin Chen, Xiangxi Meng, Yan Wang, Shuang Zeng et al. LUCIDA: Low-dose Universal-tissue CT Image Domain Adaptation For Medical Segmentation MICCAI 2024
- Qian Chen, Lei Zhu, Hangzhou He, Xinliang Zhang, Shuang Zeng et al. Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation MICCAI 2024
- Hangzhou He, Lei Zhu, Xinliang Zhang, Shuang Zeng et al. V2C-CBM: Building Concept Bottlenecks with Vision-to-Concept Tokenizer AAAI 2025
🎖 Honors and Awards
- 2019.6, “Shuyu Xia - Topaz Cen” Undergraduate Internship Scholarship
- 2019.12, Award for Scientific Research of Peking University
- 2019.12, The Third Prize of Peking University Scholarship
- 2020.12, Merit Student of Peking University
- 2020.12, Leo Kaiyuan Scholarship
- 2021.6, Outstanding Undergraduate Scientific Research Program of School of Engineering, Peking University
- 2021.6, Excellent Graduate of Peking University
- 2022.12, Award for Science Research of Peking University
- 2023.12, Award for Contribution in Student Organizations fo Peking University
- 2024.5, Outstanding Communist Youth League Member of Peking University
- 2024.6, The Third Prize of the 32nd “Challenge Cup” May Fourth Youth Science Award Competition of Peking University
- 2024.10 BMEJ fellowship award of Georgia Institute of Technology
- 2024.12, The Third Prize of Peking University Scholarship
- 2024.12, Award for Science Research of Peking University
- 2025.3，NSF fellowship to attend the 22nd International Summer Academy on AI in Healthcare, Medicine and Biology
📖 Educations
- 2024.08 - now, Ph.D. student in Bio-MIBLab, Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology (Joint GT-Emory-PKU Ph.D. program).
- 2021.09 - now, Ph.D. student in MILab, Biomedical Engineering, College of Future Technology, Peking University
- 2017.09 - 2021.07, Bachelor in Biomedical Engineering, College of Engineering, Peking University
