| A tight bound of hard thresholding J Shen, P Li JMLR: The Journal of Machine Learning Research 18 (1), 7650-7691, 2018 | 103 | 2018 |
| Online low-rank subspace clustering by basis dictionary pursuit J Shen, P Li, H Xu ICML: Proceedings of the 33rd International Conference on Machine Learning …, 2016 | 75 | 2016 |
| Certified edge unlearning for graph neural networks K Wu, J Shen, Y Ning, T Wang, WH Wang KDD: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery …, 2023 | 44 | 2023 |
| Efficient active learning of sparse halfspaces with arbitrary bounded noise C Zhang, J Shen, P Awasthi NeurIPS: Advances in Neural Information Processing Systems, 2020 | 44 | 2020 |
| Online optimization for max-norm regularization J Shen, H Xu, P Li Advances in Neural Information Processing Systems 27, 2014 | 39 | 2014 |
| On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit J Shen, P Li ICML: Proceedings of the 34th International Conference on Machine Learning …, 2017 | 36 | 2017 |
| Online Matrix Completion for Signed Link Prediction J Wang, J Shen, P Li, H Xu WSDM: Proceedings of the 10th ACM International Conference on Web Search and …, 2017 | 27 | 2017 |
| Unified structured learning for simultaneous human pose estimation and garment attribute classification J Shen, G Liu, J Chen, Y Fang, J Xie, Y Yu, S Yan IEEE Transactions on Image Processing 23 (11), 4786 - 4798, 2014 | 25 | 2014 |
| Learning structured low-rank representation via matrix factorization J Shen, P Li AISTATS: Proceedings of the 19th International Conference on Artificial …, 2016 | 24 | 2016 |
| Provable variable selection for streaming features J Wang, J Shen, P Li ICML: International Conference on Machine Learning, 5171-5179, 2018 | 15 | 2018 |
| Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery J Shen, P Li NeurIPS: Advances in Neural Information Processing Systems, 3126-3136, 2017 | 15 | 2017 |
| Attribute-efficient learning of halfspaces with malicious noise: Near-optimal label complexity and noise tolerance J Shen, C Zhang ALT: Algorithmic Learning Theory, 1072-1113, 2021 | 13 | 2021 |
| On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise J Shen ICML: International Conference on Machine Learning, 9503-9514, 2021 | 12 | 2021 |
| Online optimization for max-norm regularization J Shen, H Xu, P Li Machine Learning 106, 419-457, 2017 | 12 | 2017 |
| Efficient PAC Learning from the Crowd with Pairwise Comparisons S Zeng, J Shen ICML: International Conference on Machine Learning, 25973-25993, 2022 | 10 | 2022 |
| List-decodable sparse mean estimation S Zeng, J Shen NeurIPS: Advances in Neural Information Processing Systems 35, 24031-24045, 2022 | 9 | 2022 |
| Metric-Fair Active Learning J Shen, N Cui, J Wang ICML: International Conference on Machine Learning, 19809-19826, 2022 | 9 | 2022 |
| Sample-Optimal PAC Learning of Halfspaces with Malicious Noise J Shen ICML: International Conference on Machine Learning, 2021 | 8 | 2021 |
| Robust Matrix Completion from Quantized Observations J Shen, P Awasthi, P Li AISTATS: The 22nd International Conference on Artificial Intelligence and …, 2019 | 8 | 2019 |
| One-Bit Compressed Sensing via One-Shot Hard Thresholding J Shen UAI: Proceedings of the 36th Conference on Uncertainty in Artificial …, 2020 | 7 | 2020 |
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