Dr. LIU Hui (劉卉)

Mixed Blessing: Class-Wise Embedding guided Instance-Dependent Partial Label Learning

Yang, F., Cheng, J., Liu, H., Dong, Y., Jia, Y. & Hou, J., 20 Jul 2025, KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1. Association for Computing Machinery, p. 1763-1772

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

Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation

Liu, K., Zhu, Z., Liu, H. & Hou, J., 11 Jun 2025, The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025.

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

PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference

Liu, K. (Co-first Author), Zhu, Z., Li, C. (Co-last 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Global Structure-Aware Diffusion Process for Low-Light Image Enhancement

Hou, J., Zhu, Z., Hou, J., Liu, H., Zeng, H. & Yuan, H., 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). p. 79734-79747 (Advances in Neural Information Processing Systems; vol. 36).

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

Scopus citations: 45