GraSSRep: Graph-Based Self-Supervised Learning for Repeat Detection in Metagenomic Assemblyby Ali Azizpour, Advait Balaji, Todd…
Disambiguated Node Classification with Graph Neural Networksby Tianxiang Zhao, Xiang Zhang, Suhang WangFirst submitted to…
Subgraph Pooling: Tackling Negative Transfer on Graphsby Zehong Wang, Zheyuan Zhang, Chuxu Zhang, Yanfang YeFirst…
SAGMAN: Stability Analysis of Graph Neural Networks on the Manifoldsby Wuxinlin Cheng, Chenhui Deng, Ali…
Multi-Level GNN Preconditioner for Solving Large Scale Problemsby Matthieu Nastorg, Jean-Marc Gratien, Thibault Faney, Michele…
Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspectiveby Kai Guo, Hongzhi Wen, Wei Jin, Yaming…
NetInfoF Framework: Measuring and Exploiting Network Usable Informationby Meng-Chieh Lee, Haiyang Yu, Jian Zhang, Vassilis…
Rethinking the Capacity of Graph Neural Networks for Branching Strategyby Ziang Chen, Jialin Liu, Xiaohan…
Explainable Global Wildfire Prediction Models using Graph Neural Networksby Dayou Chen, Sibo Cheng, Jinwei Hu,…
The Deep Equilibrium Algorithmic Reasonerby Dobrik Georgiev, Pietro Liò, Davide BuffelliFirst submitted to arxiv on:…