Summary of Transformers Meet Neural Algorithmic Reasoners, by Wilfried Bounsi et al.
Transformers meet Neural Algorithmic Reasonersby Wilfried Bounsi, Borja Ibarz, Andrew Dudzik, Jessica B. Hamrick, Larisa…
Summary of Conformal Load Prediction with Transductive Graph Autoencoders, by Rui Luo and Nicolo Colombo
Conformal Load Prediction with Transductive Graph Autoencodersby Rui Luo, Nicolo ColomboFirst submitted to arxiv on:…
Summary of Graphfm: a Comprehensive Benchmark For Graph Foundation Model, by Yuhao Xu et al.
GraphFM: A Comprehensive Benchmark for Graph Foundation Modelby Yuhao Xu, Xinqi Liu, Keyu Duan, Yi…
Summary of Heuristic Learning with Graph Neural Networks: a Unified Framework For Link Prediction, by Juzheng Zhang et al.
Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Predictionby Juzheng Zhang, Lanning…
Summary of Rethinking the Impact Of Noisy Labels in Graph Classification: a Utility and Privacy Perspective, by De Li et al.
Rethinking the impact of noisy labels in graph classification: A utility and privacy perspectiveby De…
Summary of Charme: a Chain-based Reinforcement Learning Approach For the Minor Embedding Problem, by Hoang M. Ngo et al.
CHARME: A chain-based reinforcement learning approach for the minor embedding problemby Hoang M. Ngo, Nguyen…
Summary of Logical Distillation Of Graph Neural Networks, by Alexander Pluska et al.
Logical Distillation of Graph Neural Networksby Alexander Pluska, Pascal Welke, Thomas Gärtner, Sagar MalhotraFirst submitted…
Summary of Explainable Graph Neural Networks Under Fire, by Zhong Li et al.
Explainable Graph Neural Networks Under Fireby Zhong Li, Simon Geisler, Yuhang Wang, Stephan Günnemann, Matthijs…
Summary of Magnolia: Matching Algorithms Via Gnns For Online Value-to-go Approximation, by Alexandre Hayderi et al.
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximationby Alexandre Hayderi, Amin Saberi, Ellen Vitercik,…
Summary of Scaling Graph Convolutions For Mobile Vision, by William Avery et al.
Scaling Graph Convolutions for Mobile Visionby William Avery, Mustafa Munir, Radu MarculescuFirst submitted to arxiv…