Emotional Experience Design of Medical Working Space Based on Color Semantics. - Ren Long; Xinyi Shang; Huai Cao; Jun Li (AHFE (2), 2021)

FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation. - Xinyi Shang; Yang Lu 009; Yiu-Ming Cheung; Hanzi Wang (ICME, 2022)

Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features. - Xinyi Shang; Yang Lu 009; Gang Huang 004; Hanzi Wang (IJCAI, 2022)

Decadal Changes in Greenland Ice Sheet Firn Aquifers from Radar Scatterometer. - Xinyi Shang; Xiao Cheng 001; Lei Zheng; Qi Liang 005; Zhaohui Chi (Remote. Sens., 2022)

No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier. - Zexi Li 001; Xinyi Shang; Rui He; Tao Lin; Chao Wu 001 (ICCV, 2023)

Revisiting Weighted Aggregation in Federated Learning with Neural Networks. - Zexi Li 001; Tao Lin; Xinyi Shang; Chao Wu 001 (ICML, 2023)

Federated Semi-Supervised Learning with Annotation Heterogeneity. - Xinyi Shang; Gang Huang 004; Yang Lu 009; Jian Lou 001; Bo Han 003; Yiu-ming Cheung; Hanzi Wang (CoRR, 2023)

An On-Orbit Relative Sensor Normalization for Unbalance Images from the Ice Pathfinder Satellite (BNU-1). - Sishi Zhang; Xinyi Shang; Lanjing Li; Ying Zhang; Xiaoxu Wu; Fengming Hui; Huabing Huang; Xiao Cheng 001 (Remote. Sens., 2023)

Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning. - Fengling Lv; Xinyi Shang; Yang Zhou 019; Yiqun Zhang 006; Mengke Li 001; Yang Lu 009 (CoRR, 2024)

Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across Pseudo-Mismatch. - Yijie Liu; Xinyi Shang; Yiqun Zhang 006; Yang Lu 009; Chen Gong; Jing-Hao Xue; Hanzi Wang (CVPR, 2025)

GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost. - Xinyi Shang; Peng Sun; Tao Lin (ICLR, 2025)

Secure color image encryption algorithm for face recognition using Zaslavsky and Arnold cat maps with binary bit-plane decomposition. - Wenli Shang; Zhenyu Liu; Shuang Wang; Lei Ding 010; Xinyi Shang; Zheng Zhou; Lianhai Wang (Inf. Sci., 2025)

CAPT: Class-Aware Prompt Tuning for Federated Long-Tailed Learning with Vision-Language Model. - Shihao Hou; Xinyi Shang; Shreyank N. Gowda; Yang Lu 009; Chao Wu 001; Yan Yan; Hanzi Wang (CoRR, 2025)

Collaborative Unlabeled Data Optimization. - Xinyi Shang; Peng Sun; Fengyuan Liu; Tao Lin (CoRR, 2025)

Equally Critical: Samples, Targets, and Their Mappings in Datasets. - Runkang Yang; Peng Sun; Xinyi Shang; Yi Tang; Tao Lin (CoRR, 2025)