| Generalizing from a Few Examples: A Survey on Few-Shot Learning Y Wang, Q Yao, J Kwok, LM Ni ACM Computing Surveys 53 (3), 1-34, 2020 | 1763 | 2020 |
| Scalable Online Convolutional Sparse Coding Y Wang, Q Yao, JT Kwok, LM Ni IEEE Transactions on Image Processing (TIP), 2018 | 46* | 2018 |
| Property-Aware Relation Networks for Few-shot Molecular Property Prediction Y Wang, A Abuduweili, Q Yao, D Dou Advances in Neural Information Processing Systems (NeurIPS) 34, 17441-17454, 2021 | 20 | 2021 |
| Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification Y Wang, S Wang, Q Yao, D Dou 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP …, 2021 | 11 | 2021 |
| Generalized Convolutional Sparse Coding with Unknown Noise Y Wang, JT Kwok, LM Ni IEEE Transactions on Image Processing (TIP), 2020 | 7 | 2020 |
| Online Convolutional Sparse Coding with Sample-Dependent Dictionary Y Wang, Q Yao, JT Kwok, LM Ni The 35th International Conference on Machine Learning (ICML), 2018 | 7 | 2018 |
| Zero-shot learning with a partial set of observed attributes Y Wang, JT Kwok, Q Yao, LM Ni 2017 International Joint Conference on Neural Networks, 3777-3784, 2017 | 6 | 2017 |
| Recognizing Medical Search Query Intent by Few-shot Learning Y Wang, S Wang, Y Li, D Dou International ACM SIGIR Conference on Research and Development in …, 2022 | 4 | 2022 |
| A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Learning Y Wang, Q Yao, JT Kwok The Web Conference (WWW), 1798–1808, 2021 | 3 | 2021 |
| An energy-aware ant colony optimization routing algorithm in the private network G Kong, H Wang, F Huang, S Yi, Y Wang International Conference on High Performance Computing and Communications …, 2013 | 2 | 2013 |
| Exploring the Common Principal Subspace of Deep Features in Neural Networks H Liu, H Xiong, Y Wang, H An, D Wu, D Dou Machine Learning (MLJ), 1125–1157, 2022 | 1 | 2022 |
| An Estimation of Distribution Algorithm for Steiner Tree Problem Y Wang, H Wang, G Kong International Conference on High Performance Computing and Communications …, 2013 | 1 | 2013 |
| Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models DD Xuhong Li, Haoyi Xiong, Yi Liu, Dingfu Zhou, Zeyu Chen, Yaqing Wang Machine Learning (MLJ), 1-33, 2022 | | 2022 |
| PaddleFSL: A General Few-Shot Learning Toolbox in Python Z Shen, Y Wang, H Xiong, X Tian, Z Chen, Q Yao, D Dou https://cse.hkust.edu.hk/~ywangcy/aux_file/PaddleFSL-2022.pdf, 2022 | | 2022 |
| RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning Y Wang, X Tian, H Xiong, Y Li, Z Chen, S Guo, D Dou Findings of ACL: NAACL, 2022 | | 2022 |
| Efficient Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization Q Yao, Y Wang, B Han, JT Kwok Journal of Machine Learning Research (JMLR), 2022 | | 2022 |
James T. KwokProfessor of Computer Science and Engineering, Hong Kong University of Science and TechnologyVerified email at cse.ust.hk
