Shizhan Gong

Macao Polytechnic University Ph.D. student, the Chinese University of Hong Kong

I am Shizhan Gong, I am a Ph.D. student at the Chinese University of Hong Kong (CUHK) and work under the supervision of Prof. Qi Dou and Prof. Farzan Farnia. My research interests are explainable computer vision and its applications in medical image analysis.

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Education
  • The Chinese University of Hong Kong

    The Chinese University of Hong Kong

    Ph.D. in Computer Science and Engineering Sep. 2022 - Jul. 2026

  • New York University

    New York University

    M.S. in Data Science Sep. 2018 - Jul. 2020

  • Tsinghua University

    Tsinghua University

    B.Eng. in Industrial Engineering & Statistics Sep. 2014 - Jul. 2018

Service
  • Reviewer of NeurIPS, ICLR, AISTATS, RECOMB.
  • Reviewer of International Journal of Computer Vision (IJCV), IEEE Transactions on Medical Imaging (TMI), Medical Image Analysis (MedIA), Journal of Biomedical and Health Informatics (JBHI), Transaction on Biomedical Engineering (TBME).
Experience
  • Tencent

    Tencent

    Machine Learning Engineer Jul.2020 - March 2022

Honors & Awards
Selected Publications (view all )
Boosting the Visual Interpretability of CLIP via Adversarial Fine-tuning
Boosting the Visual Interpretability of CLIP via Adversarial Fine-tuning

Shizhan Gong, Haoyu Lei, Qi Dou, Farzan Farnia

International Conference on Learning Representations (ICLR) 2025 ConferencePoster

[Paper]

Boosting the Visual Interpretability of CLIP via Adversarial Fine-tuning
Boosting the Visual Interpretability of CLIP via Adversarial Fine-tuning

Shizhan Gong, Haoyu Lei, Qi Dou, Farzan Farnia

International Conference on Learning Representations (ICLR) 2025 ConferencePoster

[Paper]

3DSAM-Adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Tumor Segmentation
3DSAM-Adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Tumor Segmentation

Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou

Medical Image Analysis 2024 Journal

[Paper]

3DSAM-Adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Tumor Segmentation
3DSAM-Adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Tumor Segmentation

Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou

Medical Image Analysis 2024 Journal

[Paper]

A Super-pixel-based Approach to the Stable Interpretation of Neural Networks
A Super-pixel-based Approach to the Stable Interpretation of Neural Networks

Shizhan Gong, Jingwei Zhang, Qi Dou, Farzan Farnia

The British Machine Vision Conference (BMVC) 2024 ConferencePoster

[Paper]

A Super-pixel-based Approach to the Stable Interpretation of Neural Networks
A Super-pixel-based Approach to the Stable Interpretation of Neural Networks

Shizhan Gong, Jingwei Zhang, Qi Dou, Farzan Farnia

The British Machine Vision Conference (BMVC) 2024 ConferencePoster

[Paper]

Self-Supervised Cyclic Diffeomorphic Mapping for Soft Tissue Deformation Recovery in Robotic Surgery Scenes
Self-Supervised Cyclic Diffeomorphic Mapping for Soft Tissue Deformation Recovery in Robotic Surgery Scenes

Shizhan Gong, Yonghao Long, Kai Chen, Jiaqi Liu, Yuliang Xiao, Alexis Cheng, Zerui Wang, Qi Dou

IEEE Transactions on Medical Imaging 2024 Journal

[Paper]

Self-Supervised Cyclic Diffeomorphic Mapping for Soft Tissue Deformation Recovery in Robotic Surgery Scenes
Self-Supervised Cyclic Diffeomorphic Mapping for Soft Tissue Deformation Recovery in Robotic Surgery Scenes

Shizhan Gong, Yonghao Long, Kai Chen, Jiaqi Liu, Yuliang Xiao, Alexis Cheng, Zerui Wang, Qi Dou

IEEE Transactions on Medical Imaging 2024 Journal

[Paper]

Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training

Shizhan Gong, Qi Dou, Farzan Farnia

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 ConferencePoster

[Paper]

Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training

Shizhan Gong, Qi Dou, Farzan Farnia

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 ConferencePoster

[Paper]

All publications