Xinyi Shang - RankMe

30 papers A* 5A 1Journal 23Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dawid-Skene-model-based label-noise mitigation for federated learning. Inf. Sci. Jia Dong, Rui Zhu, Xinyi Shang, Jing-Hao Xue
2026	J	`jnl`	Duality Models: An Embarrassingly Simple One-step Generation Paradigm. CoRR Peng Sun, Xinyi Shang, Tao Lin, Zhiqiang Shen
2026	J	`jnl`	Exploring 3D Dataset Pruning. CoRR Xiaohan Zhao, Xinyi Shang, Jiacheng Liu, Zhiqiang Shen
2026	J	`jnl`	Fast and Scalable Analytical Diffusion. CoRR Xinyi Shang, Peng Sun, Jingyu Lin, Zhiqiang Shen
2026	J	`jnl`	Federated learning with noisy labels: A comprehensive and concise review of current methodologies and future directions. Neural Networks Jia Dong, Rui Zhu, Xinyi Shang, Jing-Hao Xue
2026	J	`jnl`	From Masks to Pixels and Meaning: A New Taxonomy, Benchmark, and Metrics for VLM Image Tampering. CoRR Xinyi Shang, Yi Tang, Jiacheng Cui, Ahmed Elhagry, Salwa K. Al Khatib, Sondos Mahmoud Bsharat, Jiacheng Liu, Xiaohan Zhao, Jing-Hao Xue, Hao Li, Salman Khan, Zhiqiang Shen
2026	J	`jnl`	Next-Gen CAPTCHAs: Leveraging the Cognitive Gap for Scalable and Diverse GUI-Agent Defense. CoRR Jiacheng Liu, Yaxin Luo, Jiacheng Cui, Xinyi Shang, Xiaohan Zhao, Zhiqiang Shen
2025	J	`jnl`	Benchmarking large language models for genomic knowledge with GeneTuring. Briefings Bioinform. Xinyi Shang, Xu Liao, Zhicheng Ji, Wenpin Hou
2025	J	`jnl`	CAPT: Class-Aware Prompt Tuning for Federated Long-Tailed Learning with Vision-Language Model. CoRR Shihao Hou, Xinyi Shang, Shreyank N. Gowda, Yang Lu, Chao Wu, Yan Yan, Hanzi Wang
2025	J	`jnl`	Collaborative Unlabeled Data Optimization. CoRR Xinyi Shang, Peng Sun, Fengyuan Liu, Tao Lin
2025	J	`jnl`	Equally Critical: Samples, Targets, and Their Mappings in Datasets. CoRR Runkang Yang, Peng Sun, Xinyi Shang, Yi Tang, Tao Lin
2025	J	`jnl`	FediOS: decoupling orthogonal subspaces for personalization in feature-skew federated learning. Mach. Learn. Lingzhi Gao, Zexi Li, Xinyi Shang, Yang Lu, Chao Wu
2025	A*	`conf`	GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost. ICLR Xinyi Shang, Peng Sun, Tao Lin
2025	A*	`conf`	Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across Pseudo-Mismatch. CVPR Yijie Liu, Xinyi Shang, Yiqun Zhang, Yang Lu, Chen Gong, Jing-Hao Xue, Hanzi Wang
2025	J	`jnl`	Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across Pseudo-Mismatch. CoRR Yijie Liu, Xinyi Shang, Yiqun Zhang, Yang Lu, Chen Gong, Jing-Hao Xue, Hanzi Wang
2025	J	`jnl`	Secure color image encryption algorithm for face recognition using Zaslavsky and Arnold cat maps with binary bit-plane decomposition. Inf. Sci. Wenli Shang, Zhenyu Liu, Shuang Wang, Lei Ding, Xinyi Shang, Zheng Zhou, Lianhai Wang
2024	J	`jnl`	GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost. CoRR Xinyi Shang, Peng Sun, Tao Lin
2024	J	`jnl`	Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning. CoRR Fengling Lv, Xinyi Shang, Yang Zhou, Yiqun Zhang, Mengke Li, Yang Lu
2023	J	`jnl`	An On-Orbit Relative Sensor Normalization for Unbalance Images from the Ice Pathfinder Satellite (BNU-1). Remote. Sens. Sishi Zhang, Xinyi Shang, Lanjing Li, Ying Zhang, Xiaoxu Wu, Fengming Hui, Huabing Huang, Xiao Cheng
2023	J	`jnl`	Federated Semi-Supervised Learning with Annotation Heterogeneity. CoRR Xinyi Shang, Gang Huang, Yang Lu, Jian Lou, Bo Han, Yiu-ming Cheung, Hanzi Wang
2023	A*	`conf`	No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier. ICCV Zexi Li, Xinyi Shang, Rui He, Tao Lin, Chao Wu
2023	J	`jnl`	No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier. CoRR Zexi Li, Xinyi Shang, Rui He, Tao Lin, Chao Wu
2023	A*	`conf`	Revisiting Weighted Aggregation in Federated Learning with Neural Networks. ICML Zexi Li, Tao Lin, Xinyi Shang, Chao Wu
2023	J	`jnl`	Revisiting Weighted Aggregation in Federated Learning with Neural Networks. CoRR Zexi Li, Tao Lin, Xinyi Shang, Chao Wu
2022	J	`jnl`	Decadal Changes in Greenland Ice Sheet Firn Aquifers from Radar Scatterometer. Remote. Sens. Xinyi Shang, Xiao Cheng, Lei Zheng, Qi Liang, Zhaohui Chi
2022	A	`conf`	FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation. ICME Xinyi Shang, Yang Lu, Yiu-ming Cheung, Hanzi Wang
2022	J	`jnl`	FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation. CoRR Xinyi Shang, Yang Lu, Yiu-ming Cheung, Hanzi Wang
2022	A*	`conf`	Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features. IJCAI Xinyi Shang, Yang Lu, Gang Huang, Hanzi Wang
2022	J	`jnl`	Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features. CoRR Xinyi Shang, Yang Lu, Gang Huang, Hanzi Wang
2021	—	`conf`	Emotional Experience Design of Medical Working Space Based on Color Semantics. AHFE (2) Ren Long, Xinyi Shang, Huai Cao, Jun Li