Xinpeng Ling

According to our database, Xinpeng Ling authored at least 13 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Differentially Private Federated Learning: A Systematic Review.

Jie Fu, Yuan Hong, Xinpeng Ling, Leixia Wang, Xun Ran, Zhiyu Sun, Wendy Hui Wang, Zhili Chen, Yang Cao

ACM Comput. Surv., August, 2026

2025

scAGC: Learning Adaptive Cell Graphs with Contrastive Guidance for Single-Cell Clustering.

Huifa Li, Jie Fu, Xinlin Zhuang, Haolin Yang, Xinpeng Ling, Tong Cheng, Haochen Xue, Imran Razzak, Zhili Chen

CoRR, August, 2025

EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression.

Tong Cheng, Jie Fu, Xinpeng Ling, Huifa Li, Zhili Chen

CoRR, May, 2025

ALI-DPFL: Differentially Private Federated Learning with Adaptive Local Iterations.

Xinpeng Ling, Jie Fu, Kuncan Wang, Haitao Liu, Zhili Chen

Proceedings of the 25th IEEE International Symposium on a World of Wireless, 2025

FreIE: Low-Frequency Spectral Bias in Neural Networks for Time-Series Tasks.

Jialong Sun, Xinpeng Ling, Jiaxuan Zou, Jiawen Kang, Kejia Zhang

Proceedings of the IEEE International Conference on Data Mining, 2025

EC-LDA: Label Distribution Inference Attack Against Federated Graph Learning with Embedding Compression.

Tong Cheng, Jie Fu, Xinpeng Ling, Huifa Li, Zhili Chen, Haifeng Qian, Junqing Gong

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

A Robust Mismatch Removal Method for Image Matching Based on the Fusion of the Local Features and the Depth.

Xinpeng Ling, Jiahang Liu, Zexian Duan, Ji Luan

Remote. Sens., June, 2024

ERNet: A Rapid Road Crack Detection Method Using Low-Altitude UAV Remote Sensing Images.

Zexian Duan, Jiahang Liu, Xinpeng Ling, Jinlong Zhang, Zhiheng Liu

Remote. Sens., May, 2024

FedFDP: Federated Learning with Fairness and Differential Privacy.

Xinpeng Ling, Jie Fu, Zhili Chen, Kuncan Wang, Huifa Li, Tong Cheng, Guanying Xu, Qin Li

CoRR, 2024

DP-DCAN: Differentially Private Deep Contrastive Autoencoder Network for Single-Cell Clustering.

Huifa Li, Jie Fu, Zhili Chen, Xiaomin Yang, Haitao Liu, Xinpeng Ling

Proceedings of the Advanced Intelligent Computing in Bioinformatics, 2024

Single-cell Curriculum Learning-based Deep Graph Embedding Clustering.

Huifa Li, Jie Fu, Xinpeng Ling, Zhiyu Sun, Kuncan Wang, Zhili Chen

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Adaptive Local Steps Federated Learning with Differential Privacy Driven by Convergence Analysis.

Xinpeng Ling, Jie Fu, Zhili Chen

CoRR, 2023

2022

SA-DPSGD: Differentially Private Stochastic Gradient Descent based on Simulated Annealing.

Jie Fu, Zhili Chen, Xinpeng Ling

CoRR, 2022