Summary of Less Is More — on the Importance Of Sparsification For Transformers and Graph Neural Networks For Tsp, by Attila Lischka et al.
Less Is More – On the Importance of Sparsification for Transformers and Graph Neural Networks…
Summary of Manufacturing Service Capability Prediction with Graph Neural Networks, by Yunqing Li et al.
Manufacturing Service Capability Prediction with Graph Neural Networksby Yunqing Li, Xiaorui Liu, Binil StarlyFirst submitted…
Summary of Graph Augmentation For Recommendation, by Qianru Zhang and Lianghao Xia and Xuheng Cai and Siuming Yiu and Chao Huang and Christian S. Jensen
Graph Augmentation for Recommendationby Qianru Zhang, Lianghao Xia, Xuheng Cai, Siuming Yiu, Chao Huang, Christian…
Summary of Sshpool: the Separated Subgraph-based Hierarchical Pooling, by Zhuo Xu et al.
SSHPool: The Separated Subgraph-based Hierarchical Poolingby Zhuo Xu, Lixin Cui, Ming Li, Yue Wang, Ziyu…
Summary of Gtagcn: Generalized Topology Adaptive Graph Convolutional Networks, by Sukhdeep Singh et al.
GTAGCN: Generalized Topology Adaptive Graph Convolutional Networksby Sukhdeep Singh, Anuj Sharma, Vinod Kumar ChauhanFirst submitted…
Summary of Isplib: a Library For Accelerating Graph Neural Networks Using Auto-tuned Sparse Operations, by Md Saidul Hoque Anik et al.
iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse Operationsby Md Saidul Hoque…
Summary of Sparse Implementation Of Versatile Graph-informed Layers, by Francesco Della Santa
Sparse Implementation of Versatile Graph-Informed Layersby Francesco Della SantaFirst submitted to arxiv on: 20 Mar…
Summary of Weisfeiler and Leman Go Loopy: a New Hierarchy For Graph Representational Learning, by Raffaele Paolino et al.
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learningby Raffaele Paolino, Sohir…
Summary of Unifews: Unified Entry-wise Sparsification For Efficient Graph Neural Network, by Ningyi Liao and Zihao Yu and Siqiang Luo
Unifews: Unified Entry-Wise Sparsification for Efficient Graph Neural Networkby Ningyi Liao, Zihao Yu, Siqiang LuoFirst…
Summary of Contextualized Messages Boost Graph Representations, by Brian Godwin Lim et al.
Contextualized Messages Boost Graph Representationsby Brian Godwin Lim, Galvin Brice Lim, Renzo Roel Tan, Kazushi…