Search Results for author: XinPeng Ling

Found 5 papers, 3 papers with code

Single-cell Curriculum Learning-based Deep Graph Embedding Clustering

1 code implementation20 Aug 2024 Huifa Li, Jie Fu, XinPeng Ling, Zhiyu Sun, Kuncan Wang, Zhili Chen

The swift advancement of single-cell RNA sequencing (scRNA-seq) technologies enables the investigation of cellular-level tissue heterogeneity.

Clustering Graph Embedding

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

1 code implementation21 Aug 2023 XinPeng Ling, Jie Fu, Kuncan Wang, Haitao Liu, Zhili Chen

Federated Learning (FL) is a distributed machine learning technique that allows model training among multiple devices or organizations by sharing training parameters instead of raw data.

Federated Learning

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

no code implementations14 Nov 2022 Jie Fu, Zhili Chen, XinPeng Ling

Differentially private stochastic gradient descent (DPSGD) is the most popular training method with differential privacy in image recognition.

Image Classification

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