Social and Information Networks · Computer Science
Extended Graph Assessment Metrics for Graph Neural Networks
Tamara T. Mueller, Sophie Starck, Leonhard F. Feiner, Kyriaki-Margarita Bintsi +2
2023-09-20
Information Retrieval · Computer Science
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities
Md Shahir Zaoad, Niamat Zawad, Priyanka Ranade, Richard Krogman +2
2025-03-20
Machine Learning · Computer Science
Memory-Augmented Graph Neural Networks: A Brain-Inspired Review
Guixiang Ma, Vy A. Vo, Theodore Willke, Nesreen K. Ahmed
2023-07-18
Neural and Evolutionary Computing · Computer Science
Multiplex visibility graphs to investigate recurrent neural networks dynamics
Filippo Maria Bianchi, Lorenzo Livi, Cesare Alippi, Robert Jenssen
2017-02-22
Machine Learning · Computer Science
Representation Learning for Dynamic Graphs: A Survey
Seyed Mehran Kazemi, Rishab Goel, Kshitij Jain, Ivan Kobyzev +3
2020-04-28
Machine Learning · Computer Science
PAC Learnability under Explanation-Preserving Graph Perturbations
Xu Zheng, Farhad Shirani, Tianchun Wang, Shouwei Gao +3
2024-02-08
Machine Learning · Computer Science
Streaming Graph Neural Networks
Yao Ma, Ziyi Guo, Zhaochun Ren, Eric Zhao +2
2018-11-07
Machine Learning · Computer Science
Graph Expansion in Pruned Recurrent Neural Network Layers Preserve Performance
Suryam Arnav Kalra, Arindam Biswas, Pabitra Mitra, Biswajit Basu
2024-03-19
Machine Learning · Computer Science
From Continuous Dynamics to Graph Neural Networks: Neural Diffusion and Beyond
Andi Han, Dai Shi, Lequan Lin, Junbin Gao
2023-10-31
Machine Learning · Computer Science
Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities
Antonio Longa, Veronica Lachi, Gabriele Santin, Monica Bianchini +4
2025-04-29
Machine Learning · Computer Science
Graph Data Augmentation for Graph Machine Learning: A Survey
Tong Zhao, Wei Jin, Yozen Liu, Yingheng Wang +4
2023-01-20
Machine Learning · Computer Science
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li +4
2022-04-26
Machine Learning · Computer Science
A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware
Shichang Zhang, Atefeh Sohrabizadeh, Cheng Wan, Zijie Huang +6
2026-04-02