Guoan Wang

Guoan Wang

East China Normal University

I am currently studying at East China Normal University and interning at the Shanghai Artificial Intelligence Laboratory. My leader is Junjun He, and my mentor is Jin Ye.

My research areas include:

  • Medical imaging
  • Multimodal large models in healthcare
  • Generative models

🎓 Educations

  • 2022.09 - 2025.06, East China Normal University, Shanghai, China.
  • 2018.09 - 2022.06, Tianjin Polytechnic University, Tianjin, China.

🔥 News

  • I’m seeking a PhD supervisor, as I’m eager to continue working in the field of CV or LLM.

📝 Publications

MICCAI 2024
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  • Wang G*, Ye J*, Cheng J, et al. SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation[J]. arXiv preprint arXiv:2407.04938, 2024. Accepted by MICCAI2024. [PDF]
NeurIPS 2024
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  • Chen P*, Ye J*, Wang G*, et al. GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI[J]. arXiv preprint arXiv:2408.03361, 2024. Submitted to NeurIPS2024. [PDF] [Homepage]
PRCV 2023
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  • Chen, J., Cheng, J., Jiang, L., Yin, P., Wang, G., & Zhu, M. (2023, October). PRFNet: Progressive Region Focusing Network for Polyp Segmentation. In Chinese Conference on Pattern Recognition and Computer Vision (PRCV) (pp. 394-406). Singapore: Springer Nature Singapore. Accepted by PRCV2023. [PDF]]
ICME 2023
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  • Huai, T., Yang, S., Zhang, J., Wang, G., Yu, X., Ma, T., & He, L. (2023, July). SQT: Debiased Visual Question Answering via Shuffling Question Types. In 2023 IEEE International Conference on Multimedia and Expo (ICME) (pp. 600-605). IEEE. Accepted by ICME2023. [PDF]]

🏅 Honors and Awards

  • National scholarship
  • Tianjin Municipal People’s Government Scholarship
  • President’s first scholarship
  • H Award in the American Collegiate Mathematical Contest in Modeling
  • Blue Bridge Cup C/C++ Group National Competition third prize
  • Second prize of Asia-Pacific University Students Mathematical Contest in Modeling

💻 Internships

  • 2024.09 - Present, Shanghai Artificial Intelligence Laboratory.
  • 2024.07 - 2024.08, Nomura Information Technology Shanghai Co., Ltd (NTSH)
  • 2023.12 - 2024.06, Shanghai Artificial Intelligence Laboratory.
  • 2023.09 - 2023.11, Ubiquant Investment (Beijing) Corp.
  • 2023.02 - 2023.06, iLambda Corp.