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Hansi Yang
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Year
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
123*2020
Music Genre Classification Using Duplicated Convolutional Layers in Neural Networks.
H Yang, WQ Zhang
Interspeech, 3382-3386, 2019
302019
An adaptive policy to employ sharpness-aware minimization
W Jiang, H Yang, Y Zhang, J Kwok
arXiv preprint arXiv:2304.14647, 2023
162023
Efficient variance reduction for meta-learning
H Yang, J Kwok
International Conference on Machine Learning, 25070-25095, 2022
102022
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
42023
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
32023
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
32021
Loss-aware curriculum learning for heterogeneous graph neural networks
ZH Wong, H Yang, X Fu, Q Yao
arXiv preprint arXiv:2402.18875, 2024
22024
Efficient hyper-parameter optimization with cubic regularization
Z Shen, H Yang, Y Li, J Kwok, Q Yao
Advances in Neural Information Processing Systems 36, 2024
12024
Communication-Efficient and Privacy-Preserving Decentralized Meta-Learning
H Yang, JT Kwok
arXiv preprint arXiv:2406.13183, 2024
2024
Mixup Augmentation with Multiple Interpolations
L Shen, J Yu, H Yang, JT Kwok
arXiv preprint arXiv:2406.01417, 2024
2024
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, 2024
2024
Loss-aware Curriculum Learning for Heterogeneous Graph Neural Networks
Z Hao Wong, H Yang, X Fu, Q Yao
arXiv e-prints, arXiv: 2402.18875, 2024
2024
Topology-aware Tensor Decomposition for Meta-graph Learning
H Yang, P Zhang, Q Yao
arXiv preprint arXiv:2101.01078, 2021
2021
TENSORIZING SUBGRAPH SEARCH IN THE SUPERNET
H Yang, Q Yao, J Kwok
CoRR, 2021
2021
Communication-efficient Random-Walk Optimizer for Decentralized Learning
H Yang, J Kwok
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Articles 1–16