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Xinyi SHANG
Xinyi SHANG
在 ucl.ac.uk 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Federated learning on heterogeneous and long-tailed data via classifier re-training with federated features
X Shang, Y Lu, G Huang, H Wang
International Joint Conference on Artificial Intelligence (IJCAI), 2218-2224, 2022
632022
No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier
Z Li, X Shang, R He, T Lin, C Wu
International Conference on Computer Vision (ICCV), 2023
372023
Revisiting weighted aggregation in federated learning with neural networks
Z Li, T Lin, X Shang, C Wu
International Conference on Machine Learning (ICML), 2023
352023
Fedic: Federated learning on non-iid and long-tailed data via calibrated distillation
X Shang, Y Lu, Y Cheung, H Wang
2022 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2022
252022
Federated semi-supervised learning with annotation heterogeneity
X Shang, G Huang, Y Lu, J Lou, B Han, Y Cheung, H Wang
arXiv preprint arXiv:2303.02445, 2023
22023
GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost
X Shang, P Sun, T Lin
arXiv preprint arXiv:2405.14736, 2024
2024
Information Compensation: A Fix for Any-scale Dataset Distillation
P Sun, B Shi, X Shang, T Lin
Appendix of No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier
Z Li, X Shang, R He, T Lin, C Wu
Understanding the Training Dynamics in Federated Deep Learning via Aggregation Weight Optimization
Z Li, T Lin, X Shang, C Wu
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