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72 Results
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Workshop
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GraphCG: Unsupervised Discovery of Steerable Factors in Graphs Shengchao Liu · Chengpeng Wang · Weili Nie · Hanchen Wang · Jiarui Lu · Bolei Zhou · Jian Tang |
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Workshop
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Spectrum Guided Topology Augmentation for Graph Contrastive Learning Lu Lin · Jinghui Chen · Hongning Wang |
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Poster
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Wed 14:00 |
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen · Pushkar Mishra · Luca Franceschi · Pasquale Minervini · Pontus Lars Erik Saito Stenetorp · Sebastian Riedel |
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Poster
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Thu 9:00 |
Geometric Knowledge Distillation: Topology Compression for Graph Neural Networks Chenxiao Yang · Qitian Wu · Junchi Yan |
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Affinity Workshop
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Comparing neural population responses based on pairwise p-Wasserstein distance between topological signatures Liu Zhang · Fei Han · KELIN XIA |
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Poster
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Tue 14:00 |
Neural Approximation of Graph Topological Features Zuoyu Yan · Tengfei Ma · Liangcai Gao · Zhi Tang · Yusu Wang · Chao Chen |
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Poster
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Wed 14:00 |
On the Robustness of Graph Neural Diffusion to Topology Perturbations Yang Song · Qiyu Kang · Sijie Wang · Kai Zhao · Wee Peng Tay |
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Workshop
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Skeleton Clustering: Graph-Based Approach for Dimension-Free Density-Aided Clustering Zeyu Wei · Yen-Chi Chen |
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Poster
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Thu 14:00 |
Learning on Arbitrary Graph Topologies via Predictive Coding Tommaso Salvatori · Luca Pinchetti · Beren Millidge · Yuhang Song · Tianyi Bao · Rafal Bogacz · Thomas Lukasiewicz |
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Workshop
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pyGSL: A Graph Structure Learning Toolkit Max Wasserman · Gonzalo Mateos |
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Workshop
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Modeling Hierarchical Topological Structure in Scientific Images with Graph Neural Networks Samuel Leventhal · Attila Gyulassy · Valerio Pascucci · Mark Heimann |
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Poster
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Tue 14:00 |
Neural Topological Ordering for Computation Graphs Mukul Gagrani · Corrado Rainone · Yang Yang · Harris Teague · Wonseok Jeon · Roberto Bondesan · Herke van Hoof · Christopher Lott · Weiliang Zeng · Piero Zappi |