Prof. HOU Junhui (侯軍輝)

Research Output

  1. 2024
  2. Published

    PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference

    Liu, K. (Co-first Author), Zhu, Z. (Co-first Author), Li, C. (Co-first Author), Liu, H., Zeng, H. & Hou, J., Dec 2024, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neuro Information Processing (NeurIPS), 36 p. (Advances in Neural Information Processing Systems).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  3. Published

    Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object Detection

    Zhang, Y., Zhu, Z., Hou, J. & Wu, D., Dec 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 12, p. 10614-10628

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 3
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  4. Published

    Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images

    Qi, J., Jia, Y., Liu, H. & Hou, J., Nov 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 11, p. 11360-11372

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  5. Published

    RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering

    Lyu, X., Liu, H. & Hou, J., 28 Oct 2024, MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. New York, NY, United States: Association for Computing Machinery, p. 10920-10929 10 p.

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
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  6. Published

    Rethinking the One-shot Object Detection: Cross-Domain Object Search

    Zhang, Y., Zheng, S., Han, R., Feng, Y., Hou, J., Song, L. & Feng, W. & 1 others, Wan, L., 28 Oct 2024, MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. New York, NY, United States: Association for Computing Machinery, p. 9573-9581 9 p.

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  7. Published

    DynoSurf: Neural Deformation-Based Temporally Consistent Dynamic Surface Reconstruction

    Yao, Y., Ren, S., Hou, J., Deng, Z., Zhang, J. & Wang, W., 25 Oct 2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXXIII. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, Cham, p. 271-288 (Lecture Notes in Computer Science; vol. 15091).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  8. Published

    Light Field Depth Estimation via Stitched Epipolar Plane Images

    Zhou, P., Shi, L., Liu, X., Jin, J., Zhang, Y. & Hou, J., Oct 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 10, p. 6866-6879

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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  9. Published

    PointVST: Self-Supervised Pre-Training for 3D Point Clouds Via View-Specific Point-to-Image Translation

    Zhang, Q. & Hou, J., Oct 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 10, p. 6900-6912 13 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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  10. Online published

    3D Shape Completion on Unseen Categories: A Weakly-Supervised Approach

    Wu, L., Hou, J., Song, L. & Xu, Y., 12 Sept 2024, (Online published) In: IEEE Transactions on Visualization and Computer Graphics.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 1
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  11. Published

    FairMatch: Promoting Partial Label Learning by Unlabeled Samples

    Jiang, J., Jia, Y., LIU, H. & Hou, J., Aug 2024, KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 1269-1278 10 p.

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  12. Published

    Noisy Label Removal for Partial Multi-Label Learning

    Yang, F., Jia, Y., Liu, H., Dong, Y. & Hou, J., Aug 2024, KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3724-3735 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
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  13. Online published

    Decoupling Dynamic Monocular Videos for Dynamic View Synthesis

    You, M. & Hou, J., 26 Jul 2024, (Online published) In: IEEE Transactions on Visualization and Computer Graphics. p. 1-13

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  14. Published

    Guest editorial: Deep learning-based point cloud processing, compression and analysis

    Zhang, Y., Hamzaoui, R., Wang, X., Hou, J. & Valenzise, G., Jul 2024, In: Electronics Letters. 60, 14, e13266.

    Research output: Journal Publications and ReviewsEditorial Preface

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  15. Published

    Probabilistic-Based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising

    Lyu, X. & Hou, J., Jun 2024, In: International Journal of Computer Vision. 132, 6, p. 2255–2275 21 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  16. Published

    A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks

    Zhang, Y., Hou, J. & Yuan, Y., May 2024, In: International Journal of Computer Vision. 132, 5, p. 1592-1624

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 18
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  17. Published

    Unsupervised video-based action recognition using two-stream generative adversarial network

    Lin, W., Zeng, H., Zhu, J., Hsia, C.-H., Hou, J. & Ma, K.-K., Mar 2024, In: Neural Computing and Applications. 36, 9, p. 5077-5091 15 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 3
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  18. Published

    沉浸式视频编码技术综述

    曾焕强, 孔庆玮, 陈婧, 朱建清, 施一帆 & 侯军辉, 10 Feb 2024, In: 电子与信息学报. 46, 2, p. 602-614

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  19. Published

    Enhancing Low-light Light Field Images with A Deep Compensation Unfolding Network

    Lyu, X. & Hou, J., 2024, In: IEEE Transactions on Image Processing. 33, p. 4131-4144

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 3
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  20. Published

    Flatten Anything: Unsupervised Neural Surface Parameterization

    Zhang, Q., Hou, J., Wang, W. & He, Y., 2024, NeurIPS Proceedings: Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neural Information Processing Systems Foundation, Inc., (Advances in Neural Information Processing Systems).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Check@CityULib
  21. Published

    Segment Any Event Streams via Weighted Adaptation of Pivotal Tokens

    Chen, Z., ZHU, Z., ZHANG, Y., HOU, J., Shi, G. & Wu, J., 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Ceballos, C. (ed.). Institute of Electrical and Electronics Engineers, p. 3890-3900 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
    Check@CityULib
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