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ORCIDShizhan Gong
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2020 – today
- 2025
[c8]Shizhan Gong, Haoyu Lei, Qi Dou, Farzan Farnia:
Boosting the visual interpretability of CLIP via adversarial fine-tuning. ICLR 2025- [c7]Shizhan Gong, Yankai Jiang, Qi Dou, Farzan Farnia:
Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models. ICML 2025 - [c6]Shizhan Gong
, Huayu Wang, Xiaofan Zhang, Qi Dou:
Concepts from Neurons: Building Interpretable Medical Image Diagnostic Models by Dissecting Opaque Neural Networks. IPMI (2) 2025: 3-18 - [i7]Haoyu Lei, Shizhan Gong, Qi Dou, Farzan Farnia:
pFedFair: Towards Optimal Group Fairness-Accuracy Trade-off in Heterogeneous Federated Learning. CoRR abs/2503.14925 (2025) - [i6]Shizhan Gong, Yankai Jiang, Qi Dou, Farzan Farnia:
Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models. CoRR abs/2506.02557 (2025) - [i5]Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Cheng Ouyang, Chengliang Dai, Yuanhan Mo, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandro Mora-Rubio, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Cian M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob J. van der Geest, Tewodros Weldebirhan Arega, Fabrice Mériaudeau, Caner Özer, Amin Ranem, John Kalkhof, Ilkay Öksüz, Anirban Mukhopadhyay, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Carles García-Cabrera, Eric Arazo, Michal K. Grzeszczyk, Szymon Plotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang, Chengyan Wang, Wenjia Bai, Shuo Wang:
Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge. CoRR abs/2507.19165 (2025) - 2024
- [j2]Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou:
3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation. Medical Image Anal. 98: 103324 (2024) - [j1]Shizhan Gong, Yonghao Long, Kai Chen, Jiaqi Liu, Yuliang Xiao, Alexis Cheng, Zerui Wang, Qi Dou:
Self-Supervised Cyclic Diffeomorphic Mapping for Soft Tissue Deformation Recovery in Robotic Surgery Scenes. IEEE Trans. Medical Imaging 43(12): 4356-4367 (2024) - [c5]Shizhan Gong, Jingwei Zhang, Qi Dou, Farzan Farnia:
A Super-pixel-based Approach to the Stable Interpretation of Neural Networks. BMVC 2024 - [c4]Shizhan Gong, Qi Dou, Farzan Farnia:
Structured Gradient-Based Interpretations via Norm-Regularized Adversarial Training. CVPR 2024: 11009-11018 - [c3]Shizhan Gong, Yuan Zhong, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou:
Segmentation of Tiny Intracranial Hemorrhage Via Learning-to-Rank Local Feature Enhancement. ISBI 2024: 1-5 - [i4]Shizhan Gong, Qi Dou, Farzan Farnia:
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training. CoRR abs/2404.04647 (2024) - [i3]Shizhan Gong, Jingwei Zhang, Qi Dou, Farzan Farnia:
A Super-pixel-based Approach to the Stable Interpretation of Neural Networks. CoRR abs/2412.14509 (2024) - 2023
- [c2]Shizhan Gong, Cheng Chen, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou:
Diffusion Model Based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification. IPMI 2023: 69-81 - [i2]Shizhan Gong, Cheng Chen, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou:
Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification. CoRR abs/2301.00409 (2023) - [i1]Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou:
3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation. CoRR abs/2306.13465 (2023) - 2022
- [c1]Shizhan Gong, Weitao Lu, Jize Xie, Xiaofan Zhang, Shaoting Zhang, Qi Dou:
Robust Cardiac MRI Segmentation with Data-Centric Models to Improve Performance via Intensive Pre-training and Augmentation. STACOM@MICCAI 2022: 494-504
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