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Name:Wang Wenyi

Gender:Male

Professional Title: Associate Professor

Email：wangwenyi@uestc.edu.cn

Website：https://scholar.google.com/citations?user=K4wurXEAAAAJ&hl=en

Research Group: Perception and Intelligent Control Lab

  • Research Interest

     Image/Video Processing, Machine Learning, AIGC               

  • Biography

    Dr.Wenyi Wang is an Associate Professor at the School of Information and Communication Engineering, University of Electronic Science and Technology of China (UESTC). His research interests lie in computer vision and machine learning, with recent work focusing on video and image content synthesis, quality enhancement, and adversarial examples in neural networks. His investigations emphasize the disentanglement of image texture and semantic features in deep learning frameworks and the development of interpretability methods for neural network feature perception.

    He has been granted 4 Chinese national invention patents and has authored or co-authored over 30 papers in SCI-indexed journals and CCF-A tier conferences. He has led more than 10 national and ministerial-level research projects, including grants from the National Natural Science Foundation of China (NSFC) and the Sichuan Provincial Key Research and Development Program.

    Under his direction, his team achieved first place in the CheapFake Detection Challenge at ICME and third place in the Efficient Super-Resolution Track of the AIM 2020 Image Editing Challenge at ECCV.

               

  • Education Experience

    2012/01-2016/09, University of Ottawa, School of Electrical Engineering and Computer Science, Ph.D.
    2009/09-2011/08, University of Ottawa, School of Electrical Engineering and Computer Science, M.S.
    2005/09-2009/06, Wuhan University, School of Information Engineering, B.E.           

  • Selected Publications

    [1] Yucheng Li, Shuai Wang, Guozhi Li, Jiangyao Shi, Wenyi Wang, Xiangdong Han, Lu Pan, "Adversarial image detection based on spatial and frequency information," Displays, Volume 91, 2026, 103262
    [2] Y. Lu, W. Wang, X. Chen, F. Wang, S. Wang and J. Chen, "Multi-Scale Spatial-Frequency Features Representation and Learnable Cross Modal Feature Fusion in DeepFake Detection," 2025 IEEE International Conference on Image Processing (ICIP'25), Anchorage, AK, USA, 2025, pp. 1558-1563
    [3] Shuai Wang, Donghui Zhu, Jian Chen, Jiangbo Bi, Wenyi Wang, "Deepfake face discrimination based on self-attention mechanism, Pattern Recognition Letters," Volume 183, 2024, pp. 92-97
    [4] G. Wu, X. Tao, C. Li, W. Wang, X. Liu and Q. Zheng, "Perception-Oriented Video Frame Interpolation via Asymmetric Blending," 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'24), Seattle, WA, USA, 2024, pp. 2753-2762
    [5] Wenhao Li, Guangyang Wu, Wenyi Wang, Peiran Ren, and Xiaohong Liu, "FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Look-Up Table," 31st ACM International Conference on Multimedia (MM '23), New York, NY, USA, pp. 8134–8144
    [6] G. Wu et al., "AccFlow: Backward Accumulation for Long-Range Optical Flow," 2023 IEEE/CVF International Conference on Computer Vision (ICCV '23), Paris, France, 2023, pp. 12085-12094"               

  • Books

  • Selected Grants

    (1) Principal Investigator (PI), "Multi-Scale Deep Learning for Alpha Matting," National Natural Science Foundation of China (NSFC), 2018-2020.
    (2) Principal Investigator (PI), "Multi-Degradation Modeling for Ultra-HD Video Quality Enhancement," Sichuan Provincial Key R&D Program, 2020-2021.
    (3) Principal Investigator (PI), "Research on Realistic Digital Portrait Synthesis and Driving Technology for Intelligent Terminals," Sichuan Provincial Key Laboratory R&D Program, 2022-2023.
    (4) Co-Investigator (Co-I),"Ubiquitous Terminal Delivery and Omnimedia Presentation for Community Services via Multi-Network Convergence" National Key R&D Program of China, 2023-2027
                   

Qingshuihe Campus Address: Block B, Scientific Research Building,
University of Electronic Science and Technology of China, No. 2006,
Xiyuan Avenue, High-tech Zone (West), Chengdu

Postcode：611731    Email: xintong@uestc.edu.cn

Telephone：028-61830156  Fax：028-61831665