Selected Publications:
Summary: CVPR/ICCV/ECCV (31) + NeurIPS (3) + ICLR (3) + AAAI/IJCAI/ACM MM (16) + MICCAI (28) + ICRA/IROS (3).
Conference papers:
90. CoC: Chain-of-Cancer based on Cross-Modal Autoregressive Traction for Survival Prediction,
Haipeng Zhou, Sicheng Yang, Sihan Yang, Jing Qin, Lei Chen, and Lei Zhu*,
To appear in MICCAI, 2025.
89. Surgical-MambaLLM: Mamba2-enhanced Multimodal Large Language Model for VQLA in Robotic Surgery,
Pengfei Hao, Hongqiu Wang, Shuaibo Li, Zhaohu Xing, Guang Yang, Kaishun Wu, and Lei Zhu*,
To appear in MICCAI, 2025.
88. Toward Medical Deepfake Detection: A Comprehensive Dataset and Novel Method,
Shuaibo Li, Zhaohu Xing, Hongqiu Wang, Pengfei Hao, Xingyu Li, Zekai Liu, and Lei Zhu*,
To appear in MICCAI, 2025.
87. HybridMamba: A Dual-domain Mamba for 3D Medical Image Segmentation,
Weitong Wu, Zhaohu Xing, Jing Gong, Qin Peng, and Lei Zhu*,
To appear in MICCAI, 2025.
86. FSA-Net:Fractal-driven Synergistic Anatomy-aware Network for Segmenting White Line of Toldt in Laparoscopic Images,
Kecheng Wu, Zhaohu Xing, Zerong Cai, Feng Gao, Wenxue Li, and Lei Zhu*,
To appear in MICCAI, 2025.
85. Temporal Model-Based Federated Active Medical Image Classification,
Yunlu Yan, Chun-Mei Feng, Yuexiang Li, Jinheng Xie, Jun Chen, Mohamed Elhoseiny, Ming Hu, Kaishun Wu, and Lei Zhu*,
To appear in MICCAI, 2025.
84. HRVVS: A High-resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual Priors,
Xincheng Yao, Yijun Yang, Kangwei Guo, Ruiqiang Xiao, Haipeng Zhou, Haisu Tao, Jian Yang, and Lei Zhu*,
To appear in MICCAI, 2025.
83. Source-Free Active Domain Adaptation for Efficient Medical Video Polyp Segmentation,
Jialu Li, Hongqiu Wang, Weiming Wang, Jing Qin, Qiong Wang*, and Lei Zhu*,
To appear in MICCAI, 2025.
82. Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization,
Huihui Xu, Huailiang Wang, Hongqiu Wang, Junzhi Ning, Lihao Liu, Ying Chen, Wei Li, Lei Zhu, Jiyao Liu, Xiaomeng Li, and Junjun He
To appear in MICCAI, 2025.
81. Time-Lapse Video-Based Embryo Grading via Complementary Spatial-Temporal Pattern Mining,
Yong Sun, Yipeng Wang, Junyu Shi, Zhiyuan Zhang, Yanmei Xiao, Lei Zhu, Manxi Jiang, Qiang Nie,
To appear in MICCAI, 2025.
80. SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization,
Jianyu Lai, Sixiang Chen, Yunlong Lin, Tian Ye, Yun Liu, Song Fei, Zhaohu Xing, Hongtao Wu, Weiming Wang, and Lei Zhu*,
In CVPR, pp. 4302-4312, 2025. [CCF A]
79. Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine
Zhaohu Xing, Lihao Liu, Yijun Yang, Hongqiu Wang, Tian Ye, Sixiang Chen, Wenxue Li, Guang Liu, and Lei Zhu*,
In CVPR, pp. 25476-25486, 2025. [CCF A]
78. A Simple Data Augmentation for Feature Distribution Skewed Federated Learning,
Yunlu Yan, Huazhu Fu, Yuexiang Li, Jinheng Xie, Jun Ma, Guang Yang, and Lei Zhu*,
In CVPR, pp. 25749-25758, 2025. [CCF A]
77. POSTA: A Go-to Framework for Customized Artistic Poster Generation,
Haoyu Chen, Xiaojie Xu, Wenbo Li, Jingjing Ren, Tian Ye, Songhua Liu, Ying-Cong Chen, Lei Zhu*, and Xinchao Wang
In CVPR, pp. 28694-28704, 2025. [CCF A]
76. RoGSplat: Learning Robust Generalizable Human Gaussian Splatting from Sparse Multi-View Images,
Junjin Xiao, Qing Zhang, Yongwei Nie, Lei Zhu, and Wei-Shi Zheng,
In CVPR, pp.5980-5990, 2025. [CCF A]
75. Federated Residual Low-Rank Adaption of Large Language Models,
Yunlu Yan, Chun-Mei Feng, Wangmeng Zu, Rick Siow Mong Goh, Yong Liu, and Lei Zhu*,
In ICLR, 2025.
74. On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning,
Yunlu Yan, Chun-Mei Feng, Wangmeng Zuo, Salman Khan, Yong Liu, and Lei Zhu*,
In ICLR, 2025.
73. Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
Jinbin Bai, Tian Ye, Wei Chow, Enxin Song, Qing-Guo Chen, Xiangtai Li, Zhen Dong, Lei Zhu*, and Shuicheng Yan*,
In ICLR, 2025.
72. PromptHaze: Prompting Real-world Dehazing via Depth Anything Model
Tian Ye, Sixiang Chen, Haoyu Chen, Wenhao Chai, Jingjing Ren, Zhaohu Xing, Wenxue Li, and Lei Zhu*,
In AAAI, pp. 9454-9462, 2025. [CCF A]
71. Residual Diffusion Deblurring Model for Single Image Defocus Deblurring
Haoxuan Feng, Haohui Zhou, Tian Ye, Sixiang Chen, Haoran Xie, and Lei Zhu*,
In AAAI, pp. 2960-2968, 2025. [CCF A]
70. Towards Realistic Semi-supervised Medical Image Classification
Wenxue Li, Lie Ju, Feilong Tang, Peng Xia, Xinyu Xiong, Ming Hu, Lei Zhu*, and Zongyuan Ge.
In AAAI, pp. 4968-4976, 2025. [CCF A]
69. AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement
Yunlong Lin, Tian Ye, Sixiang Chen, Zhenqi Fu, Yingying Wang, Wenhao Chai, Zhaohu Xing, Lei Zhu, and Xinghao Ding,
In AAAI, pp. 5307-5315, 2025. [CCF A]
68. RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
Haoyu Chen, Wenbo Li, Jinjin Gu, Jingjing Ren, Sixiang Chen, Tian Ye, Renjing Pei, Kaiwen Zhou, Fenglong Song, and Lei Zhu*.
In NeurIPS, 2024. [Website] [CCF A]
67. UltraPixel: Advancing Ultra-High-Resolution Image Synthesis to New Peaks
Jingjing Ren*, Wenbo Li*, Haoyu Chen, Renjing Pei, Bin Shao, Yong Guo, Long Peng, and Lei Zhu*.
In NeurIPS, 2024. [Website] [CCF A]
66. Learning Diffusion Texture Priors for Image Restoration
Tian Ye, Sixiang Chen, Wenhan Chai, Zhaohu Xing, Jing Qin, Ge Lin, and Lei Zhu*,
In CVPR, pp. 2524-2534, 2024. (Highlight) [CCF A]
65. Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal
Yijun Yang, Hongtao Wu, Angelica Aviles-Rivero, Yulun Zhang, Jing Qin, and Lei Zhu*,
In CVPR, pp. 25606-25616, 2024. [CCF A]
64. Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning
Haoyu Chen, Wenbo Li, Jinjin Gu, Jingjing Ren, Haoze Sun, Xueyi Zou, Youliang Yan, Zhensong Zhang, and Lei Zhu*,
In CVPR, pp. 25857-25867, 2024. [CCF A]
63. Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint
Sixiang Chen, Tian Ye, Kai Zhang, Zhaohu Xing, Yunlong Lin, and Lei Zhu*, [Website]
In ECCV, pp. 95-115, 2024.
62. Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization
Hongtao Wu, Yijun Yang, Angelica Aviles-Rivero, Jingjing Ren, Sixiang Chen, Haoyu Chen, and Lei Zhu*,
In ECCV, pp 70–89, 2024.
61. Two-Stage Video Shadow Detection via Temporal-Spatial Adaption
Xin Duan, Yu Cao, Lei Zhu, Gang Fu, Xin Wang, Renjie ZHANG, and Ping Li
In ECCV, pp 196–214, 2024.
60. OpenIn-s3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation
Zhening Huang, Xiaoyang Wu, Xi Chen, Hengshuang Zhao, Lei Zhu, and Joan Lasenby,
In ECCV, pp 169–185 , 2024.
59. SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation
Zhaohu Xing, Tian Ye, Yijun Yang, Guang Liu, and Lei Zhu*,
In MICCAI, pp. 578-588, 2024. (Early accept) (Spotlight)
58. LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos
Huihui Xu, Yijun Yang, Angelica Aviles-Rivero, Guang Yang, Jing Qin, and Lei Zhu*,
In MICCAI, pp. 667-677, 2024. (Early accept)
57. Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning,
Yingling Lu, Yijun Yang, Zhaohu Xing, Qiong Wang, and Lei Zhu*,
In MICCAI, pp. 165-175, 2024. (Early accept)
56. Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset,
Hongqiu Wang, Xiangde Luo, Wu Chen, Qinging Tang, Mei Xin, Qiong Wang, and Lei Zhu*,
In MICCAI, pp. 75-85, 2024. (Early accept)
55. Cross-conditioned Diffusion Model for Medical Image to Image Translation,
Zhaohu Xing, Sicheng Yang, Sixiang Chen, Tian Ye, Yijun Yang, Jing Qin, and Lei Zhu*.
In MICCAI, pp. 201-211, 2024.
54. A New Perspective to Boost Performance Fairness For Medical Federated Learning,
Yunlu Yan, Lei Zhu*, Yuexiang Li, Xinxing Xu, Rick Goh, Salman Khan, and Chun-Mei Feng.
In MICCAI, pp. 13-23, 2024.
53. RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining,
Hongtao Wu, Yijun Yang, Huihui Xu, Weiming Wang, Jinni Zhou, and Lei Zhu*,
In ACM MM, pp. 7881-7890, 2024. (Oral; Top 3.97%) [CCF A]
52. Timeline and Boundary Guided Diffusion Network for Video Shadow Detection,
Haipeng Zhou, Hongqiu Wang, Tian Ye, Zhaohu Xing, Jun Ma, Ping Li, Qiong Wang, and Lei Zhu*,
In ACM MM, pp. 166-175, 2024. (Oral; Top 3.97%) [CCF A]
51. Language-Driven Interactive Shadow Detection,
Hongqiu Wang, Wei Wang, Haipeng Zhou, Huihui Xu, Shaozhi Wu, and Lei Zhu*,
In ACM MM, pp. 5527-5536, 2024. [CCF A]
50. MCGMapper: Light-Weight Incremental Structure from Motion and Visual Localization With Planar Markers and Camera Groups
Yusen Xie, Zhenmin Huang, Kai Chen, Lei Zhu, and Jun Ma,
In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 7885-7892, 2024. (Oral)
49. Dragtraffic: A Non-Expert Interactive and Point-Based Controllable Traffic Scene Generation Framework
Sheng Wang, Ge Sun, Fulong Ma, Tianshuai Hu, Yongkang Song, Lei Zhu, and Ming Liu,
In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 7885-7892, 2024. (Oral)
48. Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation,
Yijun Yang, Angelica Aviles-Rivero, Ye Liu, Huazhu Fu, Weiming Wang, and Lei Zhu*,
In ICCV, pp. 13200-13210, 2023. [Homepage] [CCF A]
47. Snow Removal in Video: A New Dataset and A Novel Method,
Haoyu Chen, Jingjing Ren, Jinjin Gu, Hongtao Wu, Xuequan Lu, Haoming Cai, and Lei Zhu*,
In ICCV, pp. 13211-13222, 2023. [Homepage] [CCF A]
46. Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks,
Sixiang Chen, Tian Ye, Jinbin Bai, Erkang Chen, Shi Jun, and Lei Zhu*,
In ICCV, pp. 13106-13117, 2023. [Homepage] [CCF A]
45. Towards High-quality Specular Highlight Removal by Leveraging Large-scale Synthetic Data
Gang Fu, Qing Zhang, Lei Zhu, Chunxia Xiao, and Ping Li,
In ICCV, pp. 12857-12865, 2023. [CCF A]
44. Masked Image Pre-training for Generalizable Image Denoising,
Haoyu Chen, Jinjin Gu, Yihao Liu, Salma Abdel Magid, Chao Dong, Qiong Wang, Hanspeter Pfister, and Lei Zhu*,
In CVPR, pp. 1692-1703, 2023. [Code] [CCF A]
43. Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior,
Jiaqi Xu, Xiaowei Hu*, Lei Zhu*, Qi Dou, Jifeng Dai, Yu Qiao, and Pheng-Ann Heng,
In CVPR, pp. 18053-18062, 2023. [Code] [CCF A]
42. SCOTCH and SODA: A Transformer Video Shadow Detection Framework,
Lihao Liu, Jean Prost, Lei Zhu, Nicolas Papadakis, Pietro Lio, Carola-Bibiane Schönlieb, and Angelica I Aviles-Rivero,
In CVPR, pp. 10449-10458, 2023. [Code] [CCF A]
41. Mask-Guided Progressive Network for Joint Raindrop and Rain Streak Removal in Videos
Hongtao Wu, Yijun Yang, Haoyu Chen, Jingjing Ren, and Lei Zhu*,
In ACM MM, Pages 7216–7225, 2023. [CCF A]
40. Uncertainty-Driven Dynamic Degradation Perceiving and Background Modeling for Efficient Single Image Desnowing
Sixiang Chen, Tian Ye, Chenghao Xue, Haoyu Chen, Yun Liu, Erkang Chen, and Lei Zhu*,
In ACM MM, Pages 4269–4280, 2023. [CCF A]
39. DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification
Yijun Yang, Huazhu Fu, Angelica Aviles-Rivero, Carola-Bibiane Schönlieb, Lei Zhu*,
In MICCAI, pp. 95-105, 2023. (Early accept)
38. Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos
Junhao Lin, Qian Dai, Lei Zhu*, Huazhu Fu, Qiong Wang, Weibin Li, Wenhao Rao, Xiaoyang Huang, and Liansheng Wang,
In MICCAI, pp. 497-507, 2023. (Oral)
37. Dynamic Interactive Relation Capturing via Scene Graph Learning for Robotic Surgical Report Generation
Hongqiu Wang, Yueming Jin, and Lei Zhu*,
In IEEE International Conference on Robotics and Automation (IEEE ICRA), pp. 2702-2709, 2023.
36. Rethinking Video Rain Streak Removal: A New Synthesis Model and A Deraining Network with Video Rain Prior
Shuai Wang, Lei Zhu#, Huazhu Fu, Jing Qin, Carola-Bibiane Schönlieb, Wei Feng, and Song Wang
In ECCV, pp. 565-582, 2022. [Poster] [Code]
35. Phase-based Memory Network for Video Dehazing
Ye Liu, Liang Wan, Huazhu Fu, Jing Qin, Lei Zhu.
In ACM MM, pp. 5427-5435, 2022. [CCF A]
34. Video Instance Lane Detection via Deep Temporal and Geometry Consistency Constraints
Mingqian Wang, Yujun Zhang, Wei Feng, Lei Zhu, Song Wang.
In ACM MM, pp. 2324-2332, 2022. [CCF A]
33. Learning Multi-Scale Deep Image Prior for High-Quality Unsupervised Image Denoising
Hao Jiang, Qing Zhang, Yongwei Nie, Lei Zhu, and Wei-Shi Zheng
In Pacific Graphics, Vol. 41, No.7, pp.323-334, 2022.
32. ICBNet: Iterative Context-Boundary Feedback Network for Polyp Segmentation
Yefan Xiao, Zhihao Chen, Liang Wan, Lequan Yu, and Lei Zhu.
In IEEE BIBM, pp. 1297-1304, 2022.
31. A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound Videos
Zhi Lin, Junhao Lin, Lei Zhu#, Huazhu Fu, Jing Qin, and Liansheng Wang
In MICCAI, pp.614–623, 2022. [Code] [Dataset]
30. Rethinking Breast Lesion Segmentation in Ultrasound: A New Video Dataset and A Baseline Network
Jialu Li, Qingqing Zheng, Mingshuang Li, Ping Liu, Qiong Wang, Litao Sun, and Lei Zhu.
In MICCAI, pp. 391–400, 2022.
29. NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation
Zhaohu Xing, Lequan Yu, Liang Wan, Tong Han, and Lei Zhu.
In MICCAI, pp. 140–150, 2022. [Code]
28. Joint Prediction of Meningioma Grade and Brain Invasion via Task-Aware Contrastive Learning
Tianling Liu, Wennan Liu, Lequan Yu, Liang Wan, Tong Han, and, Lei Zhu.
In MICCAI, pp.355--365, 2022. [Code]
27. Reinforcement Learning Driven Intra-modal and Inter-modal Representation Learning for 3D Medical Image Classification
Zhonghang Zhu, Liansheng Wang, Baptiste Magnier, Lei Zhu, Defu Zhang, and Lequan Yu.
In MICCAI, pp.604--613, 2022.
26. RSCFed: Random Sampling Consensus Federated Semi-supervised Learning
Xiaoxiao Liang, Yiqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li
In CVPR, pp. 10154-10163, 2022.
25. Multi-View Fusion for Sign Language Recognition through Knowledge Transfer Learning
Liqing Gao, Lei Zhu, Senhua Xue, Liang Wan, Ping Li, and Wei Feng
ACM SIGGRAPH VRCAI, Article No.: 1, pp. 1-9, 2022. [Best Paper Award]
24. 3DCMM: 3D Comprehensive Morphable Models for Accurate Head Completion
Jie Zhang, Yan Luximon, Lei Zhu, and Ping Li
ACM SIGGRAPH VRCAI, Article No.: 13, pp. 1–8, 2022. [Best Presentation Award]
23. VIL-100: A New Dataset and A Baseline Model for Video Instance Lane Detection
Yujun Zhang^, Lei Zhu^, Wei Feng, Huazhu Fu, Mingqian Wang, Qingxia Li, Cheng Li, and
Song Wang (^ joint 1st authors), In ICCV, pp. 15681-15690, 2021. [GitHub] [Dataset] [CCF A]
22. Triple-cooperative Video Shadow Detection
Zhihao Chen, Liang Wan, Lei Zhu#, Jia Shen, Huazhu Fu, Wennan Liu, and Jing Qin
In CVPR, pp. 2715-2724, 2021. [GitHub] [Dataset] [CCF A]
21. A Multi-Task Network for Joint Specular Highlight Detection and Removal
Gang Fu, Qing Zhang, Lei Zhu, Ping Li, and Chunxia Xiao
In CVPR, pp. 7752-7761, 2021. [GitHub] [CCF A]
20. From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data
Ye Liu^, Lei Zhu^, Shunda Pei, Huazhu Fu, Jing Qin, Qing Zhang, Liang Wan, and Wei Feng (^ joint 1st authors)
In ACM MM, pp. 50-58, 2021. [GitHub] (Oral Presentation) [CCF A]
19. Boundary-aware Transformers for Skin Lesion Segmentation
Jiacheng Wang, Wei Lan, Liansheng Wang, Qichao Zhou, Lei Zhu, and Jing Qin
In MICCAI, pp. 206-216, 2021. [GitHub]
18. A Multi-task Mean Teacher for Semi-supervised Shadow Detection
Zhihao Chen^, Lei Zhu^, Liang Wan, Song Wang, Wei Feng, and Pheng-Ann Heng (^ joint 1st authors)
17. A Second-order Subregion Pooling Network for Breast Ultrasound Lesion Segmentation
Lei Zhu, Rongzhen Chen, Huazhu Fu, Cong Xie, Liansheng Wang, Liang Wan, and Pheng-Ann Heng
In MICCAI, pp. 160–170, 2020.
16. Shape Mask Generator: Learning to Refine Shape Priors for Segmenting Overlapping Cervical Cytoplasms
Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, and Kup-Sze Choi
In MICCAI, pp. 639–649, 2020.
15. Learning to Detect Specular Highlights from Real-world Images
Gang Fu, Qing Zhang, Qifeng Lin, Lei Zhu, Chunxia Xiao
In ACM Multimedia ( ACM MM ), pp. 1873–1881, 2020. [CCF A]
14. Deep Multi-Model Fusion for Single-Image Dehazing
Zijun Deng^, Lei Zhu^, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu, Qing Zhang, Jing Qin,
and Pheng-Ann Heng (^ joint 1st authors)
In ICCV, pp. 2453–2462, 2019. [GitHub] [Code] [CCF A]
13. Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration
Lihao Liu, Xiaowei Hu, Lei Zhu#, and Pheng-Ann Heng
In MICCAI, pp. 346–354, 2019.
12. Depth-attentional Features for Single-image Rain Removal
Xiaowei Hu, Chi-Wing Fu, Lei Zhu#, and Pheng-Ann Heng
In CVPR, pp. 8022–8031, 2019. [CCF A]
11. Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection
Lei Zhu, Zijun Deng, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu, Jing Qin, and Pheng-Ann Heng
In ECCV, pp. 121–136, 2018. [Github] [Paper]
10. Direction-aware Spatial Context Features for Shadow Detection
Xiaowei Hu^, Lei Zhu^, Chi-Wing Fu, Jing Qin, and Pheng-Ann Heng (^ joint 1st authors)
In CVPR, pp. 7454–7462, 2018. (Oral) [CCF A] [Github]
9. Recurrently Aggregating Deep Features for Salient Object Detection
Xiaowei Hu^, Lei Zhu^, Jing Qin, Chi-Wing Fu, and Pheng-Ann Heng (^ joint 1st authors)
In AAAI Conference on Artificial Intelligence (AAAI), pp. 6943–6950, 2018. (Spotlight)
[Github] [CCF A]
8. Non-Local Low-Rank Normal Filtering for Mesh Denoising
XianZhi Li, Lei Zhu, Chi-Wing Fu and Pheng-Ann Heng
Computer Graphics Forum (special issue on Pacific Graphics 2018), Vol. 37, No. 7, pp. 155–166, 2018.
7. R^3Net: Recurrent Residual Refinement Network for Saliency Detection
Zijun Deng, Xiaowei Hu, Lei Zhu, Xuemiao Xu, Jing Qin, Guoqiang Han, and Pheng-Ann Heng
In International Joint Conference on Artificial Intelligence (IJCAI), pp. 684–690, 2018.
[Github] [CCF A]
6. Attentional Features for Prostate Segmentation in Ultrasound
Yi Wang, Zijun Deng, Xiaowei Hu, Lei Zhu#, Xin Yang, Xuemiao Xu, Pheng-Ann Heng, and Dong Ni.
In MICCAI, pp. 523–530, 2018. [Github]
5. High-Quality Exposure Correction of Underexposed Photos
Qing Zhang, Ganzhao Yuan, Chunxia Xiao, Lei Zhu, and Wei-Shi Zheng
In ACM International Conference on Multimedia (ACM MM), pp. 582–590, 2018. [Github] [CCF A]
4. Joint Bi-layer Optimization for Single-image Rain Streak Removal
Lei Zhu, Chi-Wing Fu, Dani Lischinski, and Pheng-Ann Heng
In International Conference on Computer Vision (ICCV), pp. 2526–2534, 2017. [CCF A]
3. A Non-Local Low-Rank Framework for Ultrasound Speckle Reduction
Lei Zhu, Chi-Wing Fu, Michael S. Brown, and Pheng-Ann Heng
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 5650–5658, 2017. [Homepage] [CCF A]
2. Non-Local Sparse and Low-Rank Regularization for Structure-Preserving Image Smoothing
Lei Zhu, Chi-Wing Fu, Yueming Jin, Mingqiang Wei, Jing Qin, and Pheng-Ann Heng
Computer Graphics Forum (special issue on Pacific Graphics 2016), 35(7), 2016. [Homepage]
1. Coarse-to-Fine Normal Filtering for Feature‐Preserving Mesh Denoising Based on Isotropic Subneighborhoods
Lei Zhu, Mingqiang Wei, Jinze Yu, Weiming Wang, Jing Qin, and Pheng-Ann Heng
Computer Graphics Forum (special issue on Pacific Graphics 2013), 32(7): 371–380, 2013.