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Xiaokui Xiao — most-cited papers & profile · Generative Models
← authors
·
overview
Xiaokui Xiao
20
papers ·
36
citations ·
66
h-index
National University of Singapore
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation?
2022 · 9 citations
EIGNN: Efficient Infinite-Depth Graph Neural Networks
2022 · 8 citations
MGNNI: Multiscale Graph Neural Networks with Implicit Layers
2022 · 6 citations
Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank
2019 · 4 citations
A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs
2024 · 4 citations
The Disruptions of 5G on Data-driven Technologies and Applications
2019 · 2 citations
Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy
2022 · 2 citations
Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs
2023 · 1 citations
Prompt Inference Attack on Distributed Large Language Model Inference Frameworks
2025
Rethinking Link Prediction for Directed Graphs
2025
Passive Inference Attacks on Split Learning via Adversarial Regularization
2023
Privacy Preserving Vertical Federated Learning for Tree-based Models
2020
Feature Inference Attack on Model Predictions in Vertical Federated Learning
2020
A Fusion-Denoising Attack on InstaHide with Data Augmentation
2021
Node-wise Diffusion for Scalable Graph Learning
2023
Top co-authors
Yang Fei
· 1
Yin Yang
· 1
Topics
Privacy
Federated Learning
GNN Architectures
Theory & Expressivity
Adversarial ML
Vulnerability Detection
Recommendation Graphs
Security
Adversarial Attacks
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