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 | 2944 | 2020 |
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 | 57 | 2021 |
Scalable Online Convolutional Sparse Coding Y Wang, Q Yao, JT Kwok, LM Ni IEEE Transactions on Image Processing (TIP), 2018 | 57* | 2018 |
Generative time series forecasting with diffusion, denoise, and disentanglement Y Li, X Lu, Y Wang, D Dou Advances in Neural Information Processing Systems 35, 23009-23022, 2022 | 51 | 2022 |
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 | 36 | 2021 |
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) 23, 1-60, 2022 | 16* | 2022 |
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 | 11 | 2022 |
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 | 9 | 2018 |
Generalized Convolutional Sparse Coding with Unknown Noise Y Wang, JT Kwok, LM Ni IEEE Transactions on Image Processing (TIP), 2020 | 8 | 2020 |
Simplified Graph Learning for Inductive Short Text Classification K Zheng, Y Wang, Q Yao, D Dou Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 7 | 2022 |
A Novel Tensor Learning Model for Joint Relational Triplet Extraction Z Wang, H Nie, W Zheng, Y Wang, X Li IEEE Transactions on Cybernetics, 2023 | 6 | 2023 |
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 | 6 | 2021 |
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 |
Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models X Li, H Xiong, Y Liu, D Zhou, Z Chen, Y Wang, D Dou Machine Learning (MLJ), 1-33, 2022 | 5 | 2022 |
Feynman: Federated Learning-based Advertising for Ecosystems-Oriented Mobile Apps Recommendation J Bian, J Huang, S Ji, Y Liao, X Li, Q Wang, J Zhou, D Dou, Y Wang, ... IEEE Transactions on Services Computing, 2023 | 2 | 2023 |
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 |
Efficient and Joint Hyperparameter and Architecture Search for Collaborative Filtering Y Wen, C Gao, L Yi, L Qiu, Y Wang, Y Li ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2023 | 1 | 2023 |
ColdNAS: Search to Modulate for User Cold-Start Recommendation S Wu, Y Wang, Q Jing, D Dong, D Dou, Q Yao The Web Conference (WWW), 1021-1031, 2023 | 1 | 2023 |
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 |
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 | 1 | 2022 |