Wenjie Li - Publications

(* Equal contribution. # Corresponding author.)

  1. Measurement-Constrained Sampling for Text-Prompted Blind Face Restoration
    Wenjie Li, Yulun Zhang, Guangwei Gao, Heng Guo, Zhanyu Ma
    ArXiv:2511.14213, 2025. (Under Review)
    [PDF] [Github]

  2. Transformer-Progressive Mamba Network for Lightweight Image Super-Resolution
    Sichen Guo*, Wenjie Li*, Yuanyang Liu, Guangwei Gao#, Jian Yang, Chia-Wen Lin
    ArXiv:2511.03232, 2025. (Under Review)
    [PDF] [Github]

  3. SMOE: SEMANTIC GUIDED MIXTURE OF EXPERTS FOR RAINDROP REMOVAL
    Bowen Tie*, Wenjie Li*, Heng Guo#, Dongliang Chang, Zhanyu Ma
    International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2026. (Under Review)
    [PDF] [Github]

  4. FADPNet: Frequency-Aware Dual-Path Network for Face Super-Resolution
    Siyu Xu*, Wenjie Li*, Guangwei Gao#, Jian Yang, Guo-Jun Qi, Chia-Wen Lin
    ArXiv:2506.14121, 2025. (Under Review)
    [PDF] [Github]

  5. FourierSR: A Fourier Token-based Plugin for Efficient Image Super-Resolution
    Wenjie Li, Heng Guo#, Yuefeng Hou, Zhanyu Ma
    IEEE Transactions on Image Processing, 2026.
    [PDF] [Github]

  6. Diffusion-based Laplacian Frequency-aware Network for Low-Light Image Enhancement
    Le Zhou*, Wenjie Li*, Juncheng Li, Guangwei Gao#, Chia-Wen Lin
    Pattern Recognition (PR), 2026.
    [PDF] [Github]

  7. Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance
    Wenjie Li, Jinglei Shi, Jin Han, Heng Guo#, Zhanyu Ma
    AAAI Conference on Artificial Intelligence (AAAI), 2026.
    [PDF] [Github]

  8. Survey on Deep Face Restoration: From Non-blind to Blind and Beyond
    Wenjie Li, Mei Wang, Kai Zhang, Juncheng Li, Xiaoming Li, Yuhang Zhang, Guangwei Gao#, Zhanyu Ma
    ACM Computing Surveys (ACM CSUR), 2025.
    [PDF] [Github]

  9. SpecGen: Neural Spectral BRDF Generation via Spectral-Spatial Tri-plane Aggregation
    Zhenyu Jin*, Wenjie Li*, Zhanyu Ma, Heng Guo#
    Winter Conference on Applications of Computer Vision (WACV), 2025.
    [PDF] [Github]

  10. Self-Supervised Selective-Guided Diffusion Model for Old-Photo Face Restoration
    Wenjie Li, Xiangyi Wang, Heng Guo#, Guangwei Gao, Zhanyu Ma
    Neural Information Processing Systems (NeurIPs), 2025.
    [PDF] [Github]

  11. Dual-domain Modulation Network for Lightweight Image Super-Resolution
    Wenjie Li, Heng Guo#, Yuefeng Hou, Guangwei Gao, Zhanyu Ma
    IEEE Transactions on Multimedia (TMM), 2025.
    [PDF] [Github]

  12. Attention-Guided Multi-scale Interaction Network for Face Super-Resolution
    Xujie Wan*, Wenjie Li*, Guangwei Gao#, Huimin Lu, Jian Yang, Chia-Wen Lin
    IEEE Transactions on Systems, Man and Cybernetics: Systems (TSMCA), 2025.
    [PDF]

  13. Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network
    Wenjie Li, Juncheng Li, Guangwei Gao#, Weihong Deng, Jian Yang, Guojun Qi, Chia-Wen Lin
    IEEE Transactions on Multimedia (TMM), 2024.
    [PDF] [Github]

  14. Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network
    Wenjie Li, Heng Guo#, Xuannan Liu, Kongming Liang, Jiani Hu, Zhanyu Ma, Jun Guo
    ACM Multimedia (ACM MM), 2024.
    [PDF] [Github]

  15. A Systematic Survey of Deep Learning-based Single-Image Super-Resolution
    Juncheng Li, Zehua Pei, Wenjie Li, Guangwei Gao, Longguang Wang, Yingqian Wang, Tieyong Zeng#
    ACM Computing Surveys (ACM CSUR), 2023.
    [PDF] [Github]

  16. Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution
    Wenjie Li, Juncheng Li, Guangwei Gao#, Weihong Deng, Jiantao Zhou, Jian Yang, Guojun Qi
    IEEE Transactions on Multimedia (TMM), 2023.
    ESI Highly Cited Paper (1%) 🏆
    [PDF] [Github]

  17. Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer
    Guangwei Gao*#, Zhengxue Wang*, Juncheng Li, Wenjie Li, Yi Yu, Tieyong Zeng
    International Joint Conference on Artificial Intelligence (IJCAI), 2022.
    [PDF] [Github]

  18. Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution
    Guangwei Gao*#, Wenjie Li*, Juncheng Li, Fei Wu, Huimin Lu, Yi Yu
    AAAI Conference on Artificial Intelligence (AAAI), 2022.
    [PDF] [Github]