Renjie WAN

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Renjie WAN, Prof

 https://orcid.org/0000-0002-0161-0367

Accepting PhD Students

20162025

Research activity per year

  • 28 Conference proceeding
  • 17 Journal article

Search results

  • 2025

    IDET: Iterative Difference-Enhanced Transformers for High-Quality Change Detection

    Guo, Q., Wang, R., Huang, R., Wan, R., Sun, S. & Zhang, Y., Apr 2025, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 9, 2, p. 1093-1106 14 p.

    Research output: Contribution to journal › Journal article › peer-review

  • Meme Trojan: Backdoor Attacks Against Hateful Meme Detection via Cross-Modal Triggers

    Wang, R., Lin, H., Luo, Z., Cheung, K. C., See, S., MA, J. & Wan, R., 25 Feb 2025, Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. Walsh, T., Shah, J. & Kolter, Z. (eds.). 8 ed. Association for the Advancement of Artificial Intelligence, p. 7844-7852 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 8).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access

  • Reference-based Iterative Interaction with P2-Matching for Stereo Image Super-Resolution

    Cong, R., Liao, R., Li, F., Sheng, R., Bai, H., Wan, R., Kwong, S. & Zhang, W., 12 Jun 2025, (E-pub ahead of print) In: IEEE Transactions on Image Processing. 11 p.

    Research output: Contribution to journal › Journal article › peer-review

  • The NeRF Signature: Codebook-Aided Watermarking for Neural Radiance Fields

    Luo, Z., Rocha, A., Shi, B., Guo, Q., Li, H. & Wan, R., Jun 2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 6, p. 4652-4667 16 p.

    Research output: Contribution to journal › Journal article › peer-review

  • 2024

    Auto Diagnosis of Parkinson's Disease Via a Deep Learning Model Based on Mixed Emotional Facial Expressions

    Huang, W., Xu, W., Wan, R., Zhang, P., Zha, Y. & Pang, M., May 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 5, p. 2547-2557 11 p.

    Research output: Contribution to journal › Journal article › peer-review

    22 Citations (Scopus)

  • Colorizing Monochromatic Radiance Fields

    Cheng, Y., Wan, R., Weng, S., Zhu, C., Chang, Y. & Shi, B., 25 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 2 ed. AAAI press, Vol. 38. p. 1317-1325 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 2).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    6 Citations (Scopus)

  • Cross-Image Disentanglement for Low-Light Enhancement in Real World

    Guo, L., Wan, R., Yang, W., Kot, A. & Wen, B., Apr 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 4, p. 2550-2563 14 p.

    Research output: Contribution to journal › Journal article › peer-review

    5 Citations (Scopus)

  • Event Trojan: Asynchronous Event-Based Backdoor Attacks

    Wang, R., Guo, Q., Li, H. & Wan, R., 28 Sept 2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part VII. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). 1st ed. Springer Cham, p. 315–332 18 p. (Lecture Notes in Computer Science; vol. 15065)(ECCV: European Conference on Computer Vision).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    1 Citation (Scopus)

  • GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting

    Huang, X., Li, R., Cheung, Y.-M., Cheung, K. C., See, S. & Wan, R., Dec 2024, 38th Conference on Neural Information Processing Systems, NeurIPS 2024. Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neural Information Processing Systems Foundation, p. 1-24 24 p. (Advances in Neural Information Processing Systems; vol. 37)(NeurIPS Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access

  • Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images

    Song, Q., Luo, Z., Cheung, K. C., See, S. & Wan, R., Dec 2024, 38th Conference on Neural Information Processing Systems, NeurIPS 2024. Neural Information Processing Systems Foundation, p. 1-25 25 p. (Advances in Neural Information Processing Systems; vol. 37)(NeurIPS Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access

  • GeometrySticker: Enabling Ownership Claim of Recolorized Neural Radiance Fields

    Huang, X., Cheung, K. C., See, S. & Wan, R., 21 Oct 2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part IX. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). 1st ed. Springer Cham, p. 438–454 17 p. (Lecture Notes in Computer Science; vol. 15067).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Imaging Interiors: An Implicit Solution to Electromagnetic Inverse Scattering Problems

    Luo, Z., Shi, B., Li, H. & Wan, R., 28 Sept 2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part VII. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). 1st ed. Springer Cham, p. 350–368 19 p. (Lecture Notes in Computer Science; vol. 15065)(ECCV: European Conference on Computer Vision).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Neural Underwater Scene Representation

    Tang, Y., Zhu, C., Wan, R., Xu, C. & Shi, B., 16 Jun 2024, Proceedings of 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. Ceballos, C. (ed.). IEEE, p. 11780-11789 10 p. (Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    9 Citations (Scopus)

  • Protecting NeRFs’ Copyright via Plug-And-Play Watermarking Base Model

    Song, Q., Luo, Z., Cheung, K. C., See, S. & Wan, R., 31 Oct 2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XI. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). 1st ed. Cham: Springer, p. 57-73 17 p. (Lecture Notes in Computer Science; vol. 15069).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Scenedoor: An Environmental Backdoor Attack for Face Recognition

    WANG, R., LUO, Z., Li, H. & WAN, R., 8 Dec 2024, 2024 IEEE International Conference on Visual Communications and Image Processing (VCIP). IEEE, 5 p. (IEEE International Conference on Visual Communications and Image Processing).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • SPY-Watermark: Robust Invisible Watermarking for Backdoor Attack

    Wang, R., Wan, R., Guo, Z., Guo, Q. & Huang, R., Apr 2024, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 2700-2704 5 p. (International Conference on Acoustics, Speech, and Signal Processing (ICASSP)).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    6 Citations (Scopus)

  • Unsupervised Domain Adaptation for Low-Dose CT Reconstruction via Bayesian Uncertainty Alignment

    Chen, K., Liu, J., Wan, R., Lee, V.H.-F., Vardhanabhuti, V., Yan, H. & Li, H., 10 Jul 2024, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-15 15 p.

    Research output: Contribution to journal › Journal article › peer-review

    3 Citations (Scopus)
  • 2023

    Background Scene Recovery from an Image Looking through Colored Glass

    Wang, C., Xu, D., Wan, R., He, B., Shi, B. & Duan, L. Y., Jan 2023, In: IEEE Transactions on Multimedia. 25, p. 2876-2887 12 p.

    Research output: Contribution to journal › Journal article › peer-review

    3 Citations (Scopus)

  • Benchmarking single-image reflection removal algorithms

    Wan, R., Shi, B., Li, H., Hong, Y., Duan, L. & Kot, A. C., 1 Feb 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 2, p. 1424 - 1441 18 p.

    Research output: Contribution to journal › Journal article › peer-review

    32 Citations (Scopus)

  • Coarse-to-fine Disentangling Demoiréing Framework for Recaptured Screen Images

    Wang, C., He, B., Wu, S., Wan, R., Shi, B. & Duan, L. Y., Aug 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 8, p. 9439-9453 15 p.

    Research output: Contribution to journal › Journal article › peer-review

    16 Citations (Scopus)

  • CopyRNeRF: Protecting the CopyRight of Neural Radiance Fields

    Luo, Z., Guo, Q., Cheung, K. C., See, S. & Wan, R., Oct 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). Paris, France: IEEE, p. 22401-22411 11 p. (International Conference on Computer Vision (ICCV)).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    19 Citations (Scopus)

  • Enhancing Low-light Images using Infrared Encoded Images

    Tian, S., Wang, Y., Wan, R., Yang, W., Kot, A. C. & Wen, B., 8 Oct 2023, 2023 IEEE International Conference on Image Processing (ICIP). IEEE, p. 465-469 5 p. (IEEE International Conference on Image Processing, ICIP).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Gene-induced Multimodal Pre-training for Image-omic Classification

    Jin, T., Xie, X., Wan, R., Li, Q. & Wang, Y., 8 Oct 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023: 26th International Conference, Vancouver, BC, Canada, October 8–12, 2023, Proceedings, Part VI. Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Cham: Springer, p. 508-517 10 p. (Lecture Notes in Computer Science; vol. 14225)(MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    7 Citations (Scopus)

  • Occlusion-Free Scene Recovery via Neural Radiance Fields

    Zhu, C., Wan, R., Tang, Y. & Shi, B., Jun 2023, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. Vancouver, BC, Canada: IEEE, p. 20722-20731 (Conference on Computer Vision and Pattern Recognition (CVPR)).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    18 Citations (Scopus)

  • Purifying Low-light Images via Near-Infrared Enlightened Image

    Wan, R., Shi, B., Yang, W., Wen, B., Duan, L.-Y. & Kot, A. C., Dec 2023, In: IEEE Transactions on Multimedia. 25, p. 8006-8019 14 p.

    Research output: Contribution to journal › Journal article › peer-review

    Open Access
    12 Citations (Scopus)

  • Removing Image Artifacts From Scratched Lens Protectors

    Wang, Y., Wan, R., Yang, W., Wen, B., Chau, L.-P. & Kot, A., 24 May 2023, Proceedings of IEEE International Symposium on Circuits and Systems, ISCAS 2023. IEEE, 5 p. (IEEE International Symposium on Circuits and Systems (ISCAS)).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    1 Citation (Scopus)

  • The Age of Synthetic Realities: Challenges and Opportunities

    Cardenuto, J. P., Yang, J., Padilha, R., Wan, R., Moreira, D., Li, H., Wang, S., Andaló, F., Marcel, S. & Rocha, A., 6 Nov 2023, In: APSIPA Transactions on Signal and Information Processing. 12, 1, 62 p., e44.

    Research output: Contribution to journal › Journal article › peer-review

    Open Access
    9 Citations (Scopus)
  • 2022

    GMFAD: Towards Generalized Visual Recognition via Multilayer Feature Alignment and Disentanglement

    Li, H., Wang, S., Wan, R. & Kot, A. C., 1 Mar 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 3, p. 1289-1303 15 p.

    Research output: Contribution to journal › Journal article › peer-review

    5 Citations (Scopus)

  • Learning Meta Pattern for Face Anti-Spoofing

    Cai, R., Li, Z., Wan, R., Li, H., Hu, Y. & Kot, A. C., 10 Mar 2022, In: IEEE Transactions on Information Forensics and Security. 17, p. 1201-1213 13 p.

    Research output: Contribution to journal › Journal article › peer-review

    75 Citations (Scopus)

  • Low-Light Image Enhancement with Normalizing Flow

    Wang, Y., Wan, R., Yang, W., Li, H., Chau, L.-P. & Kot, A. C., 28 Jun 2022, 36th AAAI Conference on Artificial Intelligence, AAAI 2022. AAAI press, p. 2604-2612 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 36, no. 3)(AAAI-22/ IAAI-22/ EAAI-22 Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    352 Citations (Scopus)

  • Neural Transmitted Radiance Fields

    Zhu, C., Wan, R. & Shi, B., 29 Nov 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Neural Information Processing Systems Foundation, p. 1-13 13 p. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    18 Citations (Scopus)
  • 2021

    Face Image Reflection Removal

    Wan, R., Shi, B., Li, H., Duan, L. Y. & Kot, A. C., Feb 2021, In: International Journal of Computer Vision. 129, 2, p. 385-399 15 p.

    Research output: Contribution to journal › Journal article › peer-review

    27 Citations (Scopus)

  • Multi-Scale Feature Guided Low-Light Image Enhancement

    Guo, L., Wan, R., Su, G. M., Kot, A. C. & Wen, B., 19 Sept 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE, p. 554-558 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    9 Citations (Scopus)

  • Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning

    Li, H., Wan, R., Wang, S. & Kot, A. C., Feb 2021, In: International Journal of Computer Vision. 129, 2, p. 267-283 17 p.

    Research output: Contribution to journal › Journal article › peer-review

    28 Citations (Scopus)
  • 2020

    CoRRN: Cooperative Reflection Removal Network

    Wan, R., Shi, B., Li, H., Duan, L.-Y., Tan, A.-H. & Kot, A. C., Dec 2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 12, p. 2969-2982 14 p.

    Research output: Contribution to journal › Journal article › peer-review

    80 Citations (Scopus)

  • Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization

    Li, H., Wang, Y. F., Wan, R., Wang, S., Li, T. Q. & Kot, A. C., Dec 2020, Advances in Neural Information Processing Systems 33. Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. F. & Lin, H. (eds.). Vol. 33. 12 p.

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    147 Citations (Scopus)

  • Improving Robustness of DNNs against Common Corruptions via Gaussian Adversarial Training

    Yi, C., Li, H., Wan, R. & Kot, A. C., 1 Dec 2020, 2020 IEEE International Conference on Visual Communications and Image Processing, VCIP 2020. IEEE, p. 17-20 4 p. (IEEE Visual Communications and Image Processing (VCIP)).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    2 Citations (Scopus)

  • Reflection Scene Separation From a Single Image

    Wan, R., Shi, B., Li, H., Duan, L. Y. & Kot, A. C., 13 Jun 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 2395-2403 9 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    23 Citations (Scopus)
  • 2019

    Learning to jointly generate and separate reflections

    Ma, D., Wan, R., Shi, B., Kot, A. & Duan, L. Y., 27 Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. IEEE, p. 2444-2452 9 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    43 Citations (Scopus)

  • Learning to remove reflections for text images

    Wang, C., Wan, R., Gao, F., Shi, B. & Duan, L. Y., 8 Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo, ICME 2019. IEEE, p. 1276-1281 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2019-July).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    5 Citations (Scopus)

  • See through the windshield from surveillance camera

    Ma, D., Bai, Y., Wan, R., Wang, C., Shi, B. & Duan, L. Y., 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 1481-1489 9 p. (Proceedings of the ACM International Conference on Multimedia).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    3 Citations (Scopus)
  • 2018

    CRRN: Multi-scale Guided Concurrent Reflection Removal Network

    Wan, R., Shi, B., Duan, L. Y., Tan, A. H. & Kot, A. C., 18 Jun 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE, p. 4777-4785 9 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    112 Citations (Scopus)

  • Region-Aware Reflection Removal With Unified Content and Gradient Priors

    Wan, R., Shi, B., Duan, L.-Y., Tan, A.-H., Gao, W. & Kot, A. C., Jun 2018, In: IEEE Transactions on Image Processing. 27, 6, p. 2927-2941 15 p.

    Research output: Contribution to journal › Journal article › peer-review

    65 Citations (Scopus)
  • 2017

    Sparsity based reflection removal using external patch search

    Wan, R., Shi, B., Tan, A. H. & Kot, A. C., 10 Jul 2017, 2017 IEEE International Conference on Multimedia and Expo, ICME 2017. IEEE, p. 1500-1505 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    24 Citations (Scopus)
  • 2016

    Depth of field guided reflection removal

    Wan, R., Shi, B., Hwee, T. A. & Kot, A. C., 25 Sept 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE, p. 21-25 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2016-August).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    116 Citations (Scopus)