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2020 – today
- 2024
[i7]Xinyi Shang, Peng Sun, Tao Lin:
GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost. CoRR abs/2405.14736 (2024)- [i6]Fengling Lv, Xinyi Shang, Yang Zhou, Yiqun Zhang, Mengke Li, Yang Lu:
Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning. CoRR abs/2408.02019 (2024) - 2023
- [j2]Sishi Zhang, Xinyi Shang, Lanjing Li, Ying Zhang, Xiaoxu Wu, Fengming Hui, Huabing Huang
, Xiao Cheng:
An On-Orbit Relative Sensor Normalization for Unbalance Images from the Ice Pathfinder Satellite (BNU-1). Remote. Sens. 15(23): 5439 (2023) - [c5]Zexi Li, Xinyi Shang, Rui He, Tao Lin, Chao Wu:
No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier. ICCV 2023: 5296-5306 - [c4]Zexi Li, Tao Lin, Xinyi Shang, Chao Wu:
Revisiting Weighted Aggregation in Federated Learning with Neural Networks. ICML 2023: 19767-19788 - [i5]Zexi Li, Tao Lin, Xinyi Shang, Chao Wu:
Revisiting Weighted Aggregation in Federated Learning with Neural Networks. CoRR abs/2302.10911 (2023) - [i4]Xinyi Shang, Gang Huang, Yang Lu, Jian Lou, Bo Han, Yiu-ming Cheung, Hanzi Wang:
Federated Semi-Supervised Learning with Annotation Heterogeneity. CoRR abs/2303.02445 (2023) - [i3]Zexi Li, Xinyi Shang, Rui He, Tao Lin, Chao Wu:
No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier. CoRR abs/2303.10058 (2023) - 2022
- [j1]Xinyi Shang, Xiao Cheng, Lei Zheng, Qi Liang, Zhaohui Chi:
Decadal Changes in Greenland Ice Sheet Firn Aquifers from Radar Scatterometer. Remote. Sens. 14(9): 2134 (2022) - [c3]Xinyi Shang, Yang Lu, Yiu-Ming Cheung, Hanzi Wang:
FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation. ICME 2022: 1-6 - [c2]Xinyi Shang, Yang Lu, Gang Huang, Hanzi Wang:
Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features. IJCAI 2022: 2218-2224 - [i2]Xinyi Shang, Yang Lu, Gang Huang, Hanzi Wang:
Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features. CoRR abs/2204.13399 (2022) - [i1]Xinyi Shang, Yang Lu, Yiu-ming Cheung, Hanzi Wang:
FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation. CoRR abs/2205.00172 (2022) - 2021
- [c1]Ren Long, Xinyi Shang, Huai Cao, Jun Li:
Emotional Experience Design of Medical Working Space Based on Color Semantics. AHFE (2) 2021: 779-787
Coauthor Index
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