Xinyi Shang

FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation

Y. Cheung, Xinyi Shang, Yang Lu, 2022, 2022 IEEE International Conference on Multimedia and Expo (ICME).

Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features

Yang Lu, Gang Huang, Xinyi Shang, 2022, IJCAI.

Decadal Changes in Greenland Ice Sheet Firn Aquifers from Radar Scatterometer

Zhaohui Chi, Xiao Cheng, Lei Zheng, 2022, Remote. Sens..

No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier

Tao Lin, Xinyi Shang, Zexi Li, 2023, ArXiv.

Greenland Ice Sheet Daily Surface Melt Flux Observed From Space

Zhuoqi Chen, Xiao Cheng, Lei Zheng, 2022, Geophysical Research Letters.

Revisiting Weighted Aggregation in Federated Learning with Neural Networks

Tao Lin, Xinyi Shang, Chao Wu, 2023, ICML.

No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier

Tao Lin, Xinyi Shang, Zexi Li, 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV).

Federated Semi-Supervised Learning with Annotation Heterogeneity

Jian Lou, Y. Cheung, Gang Huang, 2023, ArXiv.