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554 Results
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Workshop
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SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural Networks Dingyi Zhuang · Yuheng Bu · Guang Wang · Shenhao Wang · Jinhua Zhao |
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Workshop
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One Node Per User: Node-Level Federated Learning for Graph Neural Networks zhidong gao · Yuanxiong Guo · Yanmin Gong |
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Workshop
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Enhancing the local expressivity of geometric graph neural networks Sam Walton Norwood · Lars L Schaaf · Ilyes Batatia · Arghya Bhowmik · Gabor Csanyi |
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Poster
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Thu 15:00 |
PlanE: Representation Learning over Planar Graphs Radoslav Dimitrov · Zeyang Zhao · Ralph Abboud · Ismail Ceylan |
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Poster
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Wed 8:45 |
Geometric Algebra Transformer Johann Brehmer · Pim de Haan · Sönke Behrends · Taco Cohen |
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Poster
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Wed 8:45 |
What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding Nicolas Keriven · Samuel Vaiter |
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Workshop
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Poisoning Ege Erdogan · Simon Geisler · Stephan Günnemann |
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Poster
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Thu 15:00 |
Graph Clustering with Graph Neural Networks Anton Tsitsulin · John Palowitch · Bryan Perozzi · Emmanuel Müller |
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Workshop
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Uncertainty-Aware Robust Learning on Noisy Graphs Shuyi Chen · Kaize Ding · Shixiang Zhu |
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Poster
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Thu 8:45 |
Transformers over Directed Acyclic Graphs Yuankai Luo · Veronika Thost · Lei Shi |
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Workshop
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Enhancing Data-Assimilation in CFD using Graph Neural Networks Michele Quattromini · Michele Alessandro Bucci · Stefania Cherubini · Onofrio Semeraro |
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Poster
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Thu 8:45 |
ESSEN: Improving Evolution State Estimation for Temporal Networks using Von Neumann Entropy Qiyao Huang · Yingyue Zhang · Zhihong Zhang · Edwin Hancock |