Summary of Generalization Bounds For Message Passing Networks on Mixture Of Graphons, by Sohir Maskey et al.
Generalization Bounds for Message Passing Networks on Mixture of Graphonsby Sohir Maskey, Gitta Kutyniok, Ron…
Summary of Catgnn: Cost-efficient and Scalable Distributed Training For Graph Neural Networks, by Xin Huang et al.
CATGNN: Cost-Efficient and Scalable Distributed Training for Graph Neural Networksby Xin Huang, Weipeng Zhuo, Minh…
Summary of Dsgnn: a Dual-view Supergrid-aware Graph Neural Network For Regional Air Quality Estimation, by Xin Zhang et al.
DSGNN: A Dual-View Supergrid-Aware Graph Neural Network for Regional Air Quality Estimationby Xin Zhang, Ling…
Summary of Hemenet: Heterogeneous Multichannel Equivariant Network For Protein Multitask Learning, by Rong Han et al.
HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multitask Learningby Rong Han, Wenbing Huang, Lingxiao Luo,…
Summary of Constrained Layout Generation with Factor Graphs, by Mohammed Haroon Dupty et al.
Constrained Layout Generation with Factor Graphsby Mohammed Haroon Dupty, Yanfei Dong, Sicong Leng, Guoji Fu,…
Summary of On Size and Hardness Generalization in Unsupervised Learning For the Travelling Salesman Problem, by Yimeng Min et al.
On Size and Hardness Generalization in Unsupervised Learning for the Travelling Salesman Problemby Yimeng Min,…
Summary of Beyond the Known: Novel Class Discovery For Open-world Graph Learning, by Yucheng Jin and Yun Xiong and Juncheng Fang and Xixi Wu and Dongxiao He and Xing Jia and Bingchen Zhao and Philip Yu
Beyond the Known: Novel Class Discovery for Open-world Graph Learningby Yucheng Jin, Yun Xiong, Juncheng…
Summary of Gegenbauer Graph Neural Networks For Time-varying Signal Reconstruction, by Jhon A. Castro-correa et al.
Gegenbauer Graph Neural Networks for Time-varying Signal Reconstructionby Jhon A. Castro-Correa, Jhony H. Giraldo, Mohsen…
Summary of Uplift Modeling Under Limited Supervision, by George Panagopoulos et al.
Uplift Modeling Under Limited Supervisionby George Panagopoulos, Daniele Malitesta, Fragkiskos D. Malliaros, Jun PangFirst submitted…
Summary of Tiny Graph Neural Networks For Radio Resource Management, by Ahmad Ghasemi et al.
Tiny Graph Neural Networks for Radio Resource Managementby Ahmad Ghasemi, Hossein Pishro-NikFirst submitted to arxiv…