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Xiaorui Liu — most-cited papers & profile · Recommender Systems
← authors
·
overview
Xiaorui Liu
25
papers ·
167
citations ·
18
h-index
Ministry of Education · North Carolina State University · Zhejiang University of Science and Technology · Hunan Normal University · Chinese Academy of Medical Sciences & Peking Union Medical College
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Most-cited papers
Is Homophily a Necessity for Graph Neural Networks?
2021 · 59 citations
Graph Structure Learning for Robust Graph Neural Networks
2020 · 49 citations
Jointly Attacking Graph Neural Network And Its Explanations
2021 · 6 citations
Elastic Graph Neural Networks
2021 · 5 citations
Defense Against Gradient Leakage Attacks Via Learning To Obscure Data
2022 · 3 citations
Defense Against Gradient Leakage Attacks via Learning to Obscure Data
2022 · 3 citations
Robust Graph Neural Networks via Unbiased Aggregation
2023 · 3 citations
LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation
2023 · 2 citations
Rethinking Large Language Model Architectures for Sequential Recommendations
2024 · 2 citations
Unlearning Inversion Attacks for Graph Neural Networks
2025 · 1 citations
Towards Label Position Bias in Graph Neural Networks
2023 · 1 citations
Can Directed Graph Neural Networks be Adversarially Robust?
2023 · 1 citations
A Class of Dual-Frame Passively-Tilting Fully-Actuated Hexacopter
2025
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization
2025
Online Robot Motion Planning Methodology Guided by Group Social Proxemics Feature
2025
Topics
GNN Architectures
Theory & Expressivity
Control
Drones
Diffusion Models
Training & Sampling
Perception
Navigation
Human-Robot Interaction
Adversarial ML