| Searching to exploit memorization effect in learning with noisy labels Q Yao, H Yang, B Han, G Niu, JTY Kwok International Conference on Machine Learning, 10789-10798, 2020 | 174* | 2020 |
| An adaptive policy to employ sharpness-aware minimization W Jiang, H Yang, Y Zhang, J Kwok arXiv preprint arXiv:2304.14647, 2023 | 51 | 2023 |
| Music Genre Classification Using Duplicated Convolutional Layers in Neural Networks. H Yang, WQ Zhang Interspeech, 3382-3386, 2019 | 41 | 2019 |
| Efficient variance reduction for meta-learning H Yang, J Kwok International Conference on Machine Learning, 25070-25095, 2022 | 13 | 2022 |
| Searching to exploit memorization effect in deep learning with noisy labels H Yang, Q Yao, B Han, JT Kwok IEEE Transactions on Pattern Analysis and Machine Intelligence 46 (12), 7833 …, 2024 | 12 | 2024 |
| Leveraging per image-token consistency for vision-language pre-training Y Gou, T Ko, H Yang, J Kwok, Y Zhang, M Wang Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023 | 12 | 2023 |
| Positive-unlabeled node classification with structure-aware graph learning H Yang, Y Zhang, Q Yao, J Kwok Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 9 | 2023 |
| Efficient hyper-parameter optimization with cubic regularization Z Shen, H Yang, Y Li, J Kwok, Q Yao Advances in Neural Information Processing Systems 36, 58692-58703, 2023 | 6 | 2023 |
| Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning Y Gou, H Yang, Z Liu, K Chen, Y Zeng, L Hong, Z Li, Q Liu, B Han, J Kwok, ... Proceedings of the 2025 Conference on Empirical Methods in Natural Language …, 2025 | 5* | 2025 |
| Loss-aware curriculum learning for heterogeneous graph neural networks ZH Wong, H Yang, X Fu, Q Yao arXiv preprint arXiv:2402.18875, 2024 | 4 | 2024 |
| Curriculum-aware Training for Discriminating Molecular Property Prediction Models H Yang, Q Yao, J Kwok The Thirteenth International Conference on Learning Representations, 2025 | 3 | 2025 |
| Efficient low-rank semidefinite programming with robust loss functions Q Yao, H Yang, EL Hu, JT Kwok IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (10), 6153 …, 2021 | 3 | 2021 |
| Communication-Efficient and Privacy-Preserving Decentralized Meta-Learning H Yang, JT Kwok arXiv preprint arXiv:2406.13183, 2024 | 1 | 2024 |
| Mixup Augmentation with Multiple Interpolations L Shen, J Yu, H Yang, JT Kwok arXiv preprint arXiv:2406.01417, 2024 | 1 | 2024 |
| Topology‐aware tensor decomposition for meta‐graph learning H Yang, Q Yao CAAI Transactions on Intelligence Technology, 2025 | | 2025 |
| Multi-Objective One-Shot Pruning for Large Language Models W Chen, H Yang, H Shi, EL Hu, Z Li, J Kwok The Thirty-ninth Annual Conference on Neural Information Processing Systems, 0 | | |
| Joint Gradient Balancing for Data Ordering in Finite-Sum Multi-Objective Optimization H Yang, J Kwok The Thirteenth International Conference on Learning Representations, 0 | | |
| Communication-efficient Random-Walk Optimizer for Decentralized Learning H Yang, J Kwok | | |
James T. KwokProfessor of Computer Science and Engineering, Hong Kong University of Science and TechnologyVerified email at cse.ust.hk
