Biography[back to top]
I am currently a last year Ph.D. student in the Department of Artificial Intelligence, School of Informatics, Xiamen University, advised by Prof. Rongrong Ji.
My research interests include Face Forgery Detection, Multimodal Learning, AIGC Detection, Camouflaged Object Detection, and related areas. My research goal is to make AIGC more controllable and manageable.
- 12/2022 β 06/2023: Research Intern, CATL SWA Lab, Ningde, China
- 09/2021 β 06/2022: Research Intern, Tencent YouTu, Shanghai, China
Latest News[back to top]
- 07/2025: One paper accepted by ICCV 2025
- 02/2025: One paper accepted by CVPR 2025
- 01/2025: Got the China Association for Science and Technology Young Talent Support Project
- 12/2024: One paper accepted by TPAMI
- 09/2024: One paper accepted by NeurIPS 2024
- 08/2024: One paper accepted by ECCV 2024
- 07/2024: One paper accepted by ACM MM 2024
- 06/2024: One paper accepted by IJCV 2024
- 12/2023: One paper accepted by AAAI 2024
- 07/2023: One paper accepted by ICCV 2023
- 10/2022: One paper accepted by ECCV 2022
- 12/2022: One paper accepted by AAAI 2022
- 11/2021: One paper accepted by ICCVW 2021
- 09/2021: Won the second place in Chalearn Face Presentation Attack Detection Challenge@ICCV2021
- 12/2021: One paper accepted by AAAI 2021
- 05/2021: Won the DFDC competition gold medal
Publications[back to top]
Journal
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Ke Sun, Zhongxi Chen, Xianming Lin, Hong Liuβ, Xiaoshuai Sun, Rongrong Ji
Conditional Diffusion Models for Camouflaged and Salient Object Detection Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 |
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Ke Sun, Shen Chen, Taiping Yao, Xiaoshuai Sun, Shouhong Ding, Rongrong Jiβ
Continual Face Forgery Detection via Historical Distribution Preserving International Journal of Computer Vision (IJCV), 2024 |
Conference
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Ke Sun, Shen Chen, Taiping Yao, Ziyin Zhou, Jiayi Ji, Xiaoshuai Sunβ, Chia-Wen Lin, Rongrong Ji
Towards General Visual-Linguistic Face Forgery Detection IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025 |
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Ke Sun, Shen Chen, Taiping Yao, Hong Liuβ, Xiaoshuai Sun, Shouhong Ding, Rongrong Ji
DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS), 2024 |
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Ziyin Zhou*, Ke Sun*, Zhongxi Chen, Huafeng Kuang, Xiaoshuai Sunβ, Rongrong Ji
StealthDiffusion: Towards Evading Diffusion Forensic Detection through Diffusion Model ACM International Conference on Multimedia (ACM MM), 2024 |
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Ke Sun, Hong Liu, Taiping Yao, Xiaoshuai Sun, Shen Chen, Shouhong Ding, Rongrong Jiβ
An information theoretic approach for attention-driven face forgery detection European Conference on Computer Vision (ECCV), 2022 |
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Ke Sun, Taiping Yao, Shen Chen, Shouhong Dingβ, Jili Lin, Rongrong Jiβ
Dual contrastive learning for general face forgery detection Association for the Advancement of Artificial Intelligence (AAAI), 2022 |
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Ke Sun, Hong Liu, Qixiang Ye, Yue Gao, Jianzhuang Liu, Ling Shao, Rongrong Jiβ
Domain general face forgery detection by learning to weight Association for the Advancement of Artificial Intelligence (AAAI), 2021 |
Preprint
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Ke Sun, Shen Chen, Taiping Yao, Haozhe Yang, Xiaoshuai Sun, Shouhong Ding, Rongrong Jiβ
Towards General Visual-Linguistic Face Forgery Detection (V1) |
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Zhongxi Chen*, Ke Sun*, Ziyan Zhou, Xianming Lin, Xiaoshuai Sun, Liujuan Cao, Rongrong Ji
DiffusionFace: Towards a Comprehensive Dataset for Diffusion-Based Face Forgery Analysis |
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Ziyin Zhou*, Ke Sun*, Zhongxi Chen, Xianming Lin, Yunpeng Luo, Ke Yan, Shouhong Ding, Xiaoshuai Sun
Exploring the Collaborative Advantage of Low-level Information on Generalizable AI-Generated Image Detection |
Collaboration[back to top]
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Ziyin Zhou, Yunpeng Luo, Yuanchen Wu, Ke Sun, Jiayi Ji, Ke Yan, Shouhong Ding, Xiaoshuai Sunβ, Yunsheng Wu, Rongrong Ji
AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models International Conference on Computer Vision (ICCV), 2025 |
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Zhongxi Chen, Ke Sun, Xianming Linβ
CamoDiffusion: Camouflaged object detection via conditional diffusion models Association for the Advancement of Artificial Intelligence (AAAI), 2024 |
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Huang You, Hao Yang, Ke Sun, Shengchuan Zhang, Liujuan Cao, Guannan Jiang, Rongrong Jiβ
InterFormer: Real-time interactive image segmentation International Conference on Computer Vision (ICCV), 2023 |
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Shen Chen, Taiping Yao, Keyue Zhang, Yang Chen, Ke Sun, Shouhong Dingβ, Jili Ling, Feiyue Huang, Rongrong Ji
A dual-stream framework for 3D mask face presentation attack detection Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCVW), 2021 |
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Zhongxi Chen*, Shen Chen*, Taiping Yaoβ, Ke Sun, Shouhong Ding, Xianming Linβ, Liujuan Cao, Rongrong Ji
Enhancing Tampered Text Detection through Frequency Feature Fusion and Decomposition European Conference on Computer Vision (ECCV), 2024 |
Honors and Awards[back to top]
- DeepFake Detection Challenge (DFDC), Gold Medal (9/2265). Team name: εδΎ¦ζ’ζ―θ₯Ώ [page]
- Chalearn Face Presentation Attack Detection Challenge@ICCV2021, 2nd. Team name: We Only Look Once [page]
- China Association for Science and Technology Young Talent Support Project (δΈε½η§ειεΉ΄δΊΊζζδΈΎε·₯η¨)
- Technology Construction Award, Tencent Youtu, 2022
- National Award, 2019
Professional Activities[back to top]
- Conference Reviewer: CVPR 2022β2025, ICCV 2023, ECCV 2022β2024, AAAI 2022β2025
- Journal Reviewer: TIFS, IJCV, SPL, TIP