Summary of On Oversquashing in Graph Neural Networks Through the Lens Of Dynamical Systems, by Alessio Gravina et al.
On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systemsby Alessio Gravina, Moshe…
Summary of A Comprehensive Survey Of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges, by Zhengzhao Feng et al.
A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challengesby ZhengZhao…
Summary of Discovering Robust Biomarkers Of Psychiatric Disorders From Resting-state Functional Mri Via Graph Neural Networks: a Systematic Review, by Yi Hao Chan et al.
Discovering robust biomarkers of psychiatric disorders from resting-state functional MRI via graph neural networks: A…
Summary of A Logic For Reasoning About Aggregate-combine Graph Neural Networks, by Pierre Nunn et al.
A Logic for Reasoning About Aggregate-Combine Graph Neural Networksby Pierre Nunn, Marco Sälzer, François Schwarzentruber,…
Summary of Graph Neural Network Approach to Semantic Type Detection in Tables, by Ehsan Hoseinzade et al.
Graph Neural Network Approach to Semantic Type Detection in Tablesby Ehsan Hoseinzade, Ke WangFirst submitted…
Summary of Generating Robust Counterfactual Witnesses For Graph Neural Networks, by Dazhuo Qiu et al.
Generating Robust Counterfactual Witnesses for Graph Neural Networksby Dazhuo Qiu, Mengying Wang, Arijit Khan, Yinghui…
Summary of A Survey Of Dynamic Graph Neural Networks, by Yanping Zheng et al.
A survey of dynamic graph neural networksby Yanping Zheng, Lu Yi, Zhewei WeiFirst submitted to…
Summary of Parameter-efficient Tuning Large Language Models For Graph Representation Learning, by Qi Zhu et al.
Parameter-Efficient Tuning Large Language Models for Graph Representation Learningby Qi Zhu, Da Zheng, Xiang Song,…
Summary of Bounding the Expected Robustness Of Graph Neural Networks Subject to Node Feature Attacks, by Yassine Abbahaddou et al.
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacksby Yassine Abbahaddou,…
Summary of A General Black-box Adversarial Attack on Graph-based Fake News Detectors, by Peican Zhu et al.
A General Black-box Adversarial Attack on Graph-based Fake News Detectorsby Peican Zhu, Zechen Pan, Yang…