Shen Chen (陈燊)

Shen Chen (陈燊)

I am a Researcher at Tencent Youtu Lab, where I work on computer vision and machine learning. And my research interests are deepfake detection, face anti-spoofing and image forensics.

I finished the master's study and obtained my M.S. degree from Xiamen University in 2021, advised by Prof. Rongrong Ji. Earlier, I received the B.S.degree from Fuzhou University in 2018.

Email / Google Scholar / Github /

Recent news

07/2024 – 1 paper accepted by ECCV 2024, with the acceptance rate to be 18%
06/2024 – 2 paper accepted by IJCV 2023
07/2023 – Our Team won the second place in Deepfake Video Generation Methods Identify Track (The 4'th China AI Competition 2023)
07/2023 – 1 paper accepted by ICCV 2023
09/2022 – Our Team won the first place in Deepfake Security Challenge (ASIC2022)
07/2022 – 1 paper accepted by ECCV 2022, with the acceptance rate to be 26%
03/2022 – 1 paper accepted by CVPR 2022, with the acceptance rate to be 25.33%
12/2021 – 2 papers accepted by AAAI 2022, with the acceptance rate to be 15%
07/2021 – 1 paper accepted by ICCV Workshop 2021
07/2021 – Our Team won the second place in 3D High-Fidelity Mask Attack Detection Challenge (ICCV2021)
12/2020 – 1 paper accepted by AAAI 2021, with the acceptance rate to be 21%
11/2020 – Our Team won the second place in DeeperForensics Challenge (ECCV 2020)
06/2020 – Our Team won the gold medal in Deepfake Detection Challenge
12/2020 – 1 paper accepted by IJCV 2020

Publications (* equal contribution, # corresponding author)

	Enhancing Tampered Text Detection through Frequency Feature Fusion and Decomposition Z. Chen^, S. Chen^, T. Yao, K. Sun, S. Ding^#, X. Lin, L. Cao, R. Ji^# European Conference on Computer Vision (ECCV), 2024 [Paper] (Coming soon)
	Rethinking Open-World DeepFake Attribution with Multi-Perspective Sensory Learning Z. Sun^, S. Chen^, T. Yao, R. Yi^#, S. Ding^#, L. Ma International Journal of Computer Vision (IJCV), 2023 [Paper] (Coming soon)
	Continual Face Forgery Detection via Historical Distribution Preserving K. Sun, S. Chen, T. Yao, X. Sun, S. Ding, R. Ji^# International Journal of Computer Vision (IJCV), 2023 [arXiv]
	Contrastive Pseudo Learning for Open-World DeepFake Attribution Z. Sun^, S. Chen^, T. Yao, B. Yin, R. Yi^#, S. Ding^#, L. Ma International Conference on Computer Vision (ICCV), 2023 [Paper] [Code]
	An Information Theoretic Approach for Attention-Driven Face Forgery Detection K. Sun, H. Liu, T. Yao, X. Sun, S. Chen, S. Ding and R. Ji^# European Conference on Computer Vision (ECCV), 2022 [Paper]
	End-to-End Reconstruction-Classification Learning for Face Forgery Detection J. Cao, C. Ma^#, T. Yao, S. Chen, S. Ding and X. Yang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 [Paper] [Code]
	Dual contrastive learning for general face forgery detection K. Sun, T. Yao, S. Chen, S. Ding^#, J. Li and R. Ji^# Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2021 [Paper] [Code]
	Exploiting fine-grained face forgery clues via progressive enhancement learning Q. Gu^, S. Chen^, T. Yao, Y. Chen, S. Ding^# and R. Yi Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2021 [Paper]
	A Dual-stream Framework for 3D Mask Face Presentation Attack Detection S. Chen, T. Yao, K. Zhang, Y. Chen, K. Sun, S. Ding^#, J. Li, F. Huang and R. Ji Proceedings of the IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 2021 [Paper]
	Local Relation Learning for Face Forgery Detection S. Chen, T. Yao, Y. Chen, S. Ding^#, J. Li, and R. ji^#. AAAI Conference on Artificial Intelligence (AAAI)*, 2021 [Paper]
	Similarity-preserving linkage hashing for online image retrieval M. Lin, R. Ji^#, S. Chen, X. Sun and CW. Lin IEEE Transactions on Image Processing (TIP), 2020 [Paper]
	Hadamard Matrix Guided Online Hashing M. Lin, R. Ji^#, H. Liu, X. Sun, S. Chen and Q. Tian International Journal of Computer Vision (IJCV) , 2020 [Paper] [Code]

Preprints (* equal contribution, # corresponding author)

	DF40: Toward Next-Generation Deepfake Detection Z. Yan, T. Yao, S. Chen, Y. Zhao, X. Fu, J. Zhu, D. Luo, L. Yuan, C. Wang, S. Ding, Y. Wu arXiv, 2024 [arXiv]
	Rank-based No-reference Quality Assessment for Face Swapping X. Zhou, W. Zhou, T. Wei, S. Chen, T. Yao, S. Ding, W. Zhang, N. Yu arXiv, 2024 [arXiv]
	Towards General Visual-Linguistic Face Forgery Detection K. Sun, S. Chen, T. Yao, X. Sun, S. Ding, R. Ji^# arXiv, 2023 [arXiv]
	DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results S. Chen, T. Yao, S. Ding^#, J. Li, F. Huang and R. Ji arXiv, 2021 [arXiv]
	Hadamard Codebook Based Deep Hashing S. Chen, L. Cao, M. Lin, Y. Wang, X. Sun, C. Wu, J. Qiu and R. Ji^# arXiv, 2019 [arXiv] [Code]
	Supervised Online Hashing via Similarity Distribution Learning M. Lin, R. Ji^#, S. Chen, F. Zheng, X. Sun, B. Zhang, L. Cao, G. Guo and F. Huang arXiv, 2019 [arXiv]

Awards

Second Place, Deepfake Video Generation Methods Identify Track, The 4'th China AI Competition 2023 (Team leader: Shen Chen)
First Place, Deepfake Security Challenge, AISC 2022 (Team leader: Shen Chen)
Third Place, ForgeryNet: Face Forgery Analysis Challenge 2021 Track 1: Forgery Image Analysis, CVPR 2021 (Team leader: Shen Chen)
Second Place, ForgeryNet: Face Forgery Analysis Challenge 2021 Track 2: Forgery Video Analysis, CVPR 2021
Second Place, 3D High-Fidelity Mask Attack Detection Challenge, ICCV 2021 (Team leader: Shen Chen)
Second Place, DeeperForensics Challenge, ECCV 2020 (Team leader: Shen Chen)
Gold Medal, Deepfake Detection Challenge (DFDC), Kaggle 2019 (Team leader: Shen Chen)

Professional Activities

Conference Reviewer: CVPR、ICCV、ECCV、AAAI、NIPS、IJCAI
Journal Reviewer: TPAMI、TIP、TIFS

Opensource

人脸安全技术开源

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