| Normalization Techniques in Training DNNs: Methodology, Analysis and Application L Huang, J Qin, Y Zhou, F Zhu, L Liu, L Shao IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI …, 2023 | 287 | 2023 |
| Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images Y Zhou, X He, L Huang, L Liu, F Zhu, S Cui, L Shao Computer Vision and Pattern Recognition (CVPR), 2019, 2019 | 287 | 2019 |
| Orthogonal weight normalization: Solution to optimization over multiple dependent stiefel manifolds in deep neural networks L Huang, X Liu, B Lang, AW Yu, Y Wang, B Li Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), 2018, 2018 | 239 | 2018 |
| Decorrelated Batch Normalization L Huang, D Yang, B Lang, J Deng Computer Vision and Pattern Recognition (CVPR), 2018, 2018 | 239 | 2018 |
| A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability Y Zhou, B Wang, L Huang, S Cui, L Shao IEEE Transactions on Medical Imaging, 2020, 2020 | 164 | 2020 |
| Iterative normalization: Beyond standardization towards efficient whitening L Huang, Y Zhou, F Zhu, L Liu, L Shao Computer Vision and Pattern Recognition (CVPR), 2019, 2019 | 144 | 2019 |
| Invertible zero-shot recognition flows Y Shen, J Qin, L Huang, L Liu, F Zhu, L Shao European Conference on Computer Vision (ECCV), 614-631, 2020 | 118 | 2020 |
| On the Number of Linear Regions of Convolutional Neural Networks H Xiong, L Huang, M Yu, L Liu, F Zhu, L Shao International Conference on Machine Learning (ICML), 2020, 2020 | 88 | 2020 |
| DGCNN: Disordered graph convolutional neural network based on the Gaussian mixture model B Wu, Y Liu, B Lang, L Huang Neurocomputing 321, 346-356, 2018 | 85 | 2018 |
| Centered weight normalization in accelerating training of deep neural networks L Huang, X Liu, Y Liu, B Lang, D Tao International Conference on Computer Vision (ICCV), 2017, 2017 | 82 | 2017 |
| Query-adaptive hash code ranking for large-scale multi-view visual search X Liu, L Huang, C Deng, B Lang, D Tao IEEE Transactions on Image Processing 25 (10), 4514-4524, 2016 | 73 | 2016 |
| Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective J Zhang, X Wang, X Bai, C Wang, L Huang, Y Chen, L Gu, J Zhou, ... Computer Vision and Pattern Recognition (CVPR), arXiv:2203.10887, 2022 | 62 | 2022 |
| Multi-view complementary hash tables for nearest neighbor search X Liu, L Huang, C Deng, J Lu, B Lang International Conference on Computer Vision (ICCV), 2015, 2015 | 60 | 2015 |
| MIAPS: A web-based system for remotely accessing and presenting medical images H Shen, D Ma, Y Zhao, H Sun, S Sun, R Ye, L Huang, B Lang, Y Sun computer methods and programs in biomedicine 113 (1), 266-283, 2014 | 52 | 2014 |
| Controllable Orthogonalization in Training DNNs L Huang, L Liu, F Zhu, D Wan, Z Yuan, B Li, L Shao Computer Vision and Pattern Recognition (CVPR), 2020, 2020 | 51 | 2020 |
| Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding T Song, J Luo, L Huang Neural Information Processing Systems (NeurIPS), 2021, 2021 | 50 | 2021 |
| Medical image segmentation and severity grading using neural network architectures with semi-supervised learning techniques Y Zhou, X He, L Huang, L Liu, F Zhu, S Cui, L Shao US Patent 10,430,946, 2019 | 47 | 2019 |
| TinyLLaVA: A Framework of Small-scale Large Multimodal Models B Zhou, Y Hu, X Weng, J Jia, J Luo, X Liu, J Wu, L Huang arXiv preprint arXiv:2402.14289, 2024 | 40 | 2024 |
| Slimmable Generative Adversarial Networks L Hou, Z Yuan, L Huang, H Shen, X Cheng, C Wang the AAAI Conference on Artificial Intelligence (AAAI), 2021; arXiv:2012.05660, 2021 | 39 | 2021 |
| Projection Based Weight Normalization for Deep Neural Networks L Huang, X Liu, B Lang, B Li arXiv preprint arXiv:1710.02338. Pattern Recognition 2020, 2017 | 32* | 2017 |
Ling Shao, Fellow of IEEE/IAPRGeneral Terminus Technologies; Founder/Initiator of IIAI/MBZUAIVerified email at inceptioniai.org
