Xinyi Shang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Positive Training Examples

Top Venues

Publications

Xinyi Shang, Peng Sun, Tao Lin
GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost. CoRR (2024)
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) (2023)
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 (2023)
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)
Zexi Li, Tao Lin, Xinyi Shang, Chao Wu
Revisiting Weighted Aggregation in Federated Learning with Neural Networks. ICML (2023)
Xinyi Shang, Gang Huang, Yang Lu, Jian Lou, Bo Han, Yiu-ming Cheung, Hanzi Wang
Federated Semi-Supervised Learning with Annotation Heterogeneity. CoRR (2023)
Zexi Li, Tao Lin, Xinyi Shang, Chao Wu
Revisiting Weighted Aggregation in Federated Learning with Neural Networks. CoRR (2023)
Xinyi Shang, Yang Lu, Yiu-Ming Cheung, Hanzi Wang
FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation. ICME (2022)
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)
Xinyi Shang, Yang Lu, Yiu-ming Cheung, Hanzi Wang
FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation. CoRR (2022)
Xinyi Shang, Yang Lu, Gang Huang, Hanzi Wang
Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features. CoRR (2022)
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) (2022)
Ren Long, Xinyi Shang, Huai Cao, Jun Li
Emotional Experience Design of Medical Working Space Based on Color Semantics. AHFE (2) (2021)