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415 Results
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Poster
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Tue 15:15 |
MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy Honghua Dong · Jiawei Xu · Yu Yang · Rui Zhao · Shiwen Wu · Chun Yuan · Xiu Li · Chris Maddison · Lei Han |
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Poster
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Tue 8:45 |
Temporal Graph Benchmark for Machine Learning on Temporal Graphs Shenyang Huang · Farimah Poursafaei · Jacob Danovitch · Matthias Fey · Weihua Hu · Emanuele Rossi · Jure Leskovec · Michael Bronstein · Guillaume Rabusseau · Reihaneh Rabbany |
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Poster
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Thu 8:45 |
When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability Sitao Luan · Chenqing Hua · Minkai Xu · Qincheng Lu · Jiaqi Zhu · Xiao-Wen Chang · Jie Fu · Jure Leskovec · Doina Precup |
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Workshop
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Operator SVD with Neural Networks via Nested Low-Rank Approximation Jongha (Jon) Ryu · Xiangxiang Xu · Hasan Sabri Melihcan Erol · Yuheng Bu · Lizhong Zheng · Gregory Wornell |
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Poster
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Thu 8:45 |
MultiMoDN—Multimodal, Multi-Task, Interpretable Modular Networks Vinitra Swamy · Malika Satayeva · Jibril Frej · Thierry Bossy · Thijs Vogels · Martin Jaggi · Tanja Käser · Mary-Anne Hartley |
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Poster
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Wed 15:00 |
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs Zhaocheng Zhu · Xinyu Yuan · Michael Galkin · Louis-Pascal Xhonneux · Ming Zhang · Maxime Gazeau · Jian Tang |
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Workshop
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Rapid Fitting of Band-Excitation Piezoresponse Force Microscopy Using Physics Constrained Unsupervised Neural Networks Alibek T Kaliyev · Shuyu Qin · Yichen Guo · Seda Memik · Michael Mahoney · Amir Gholami · Nhan Tran · Martin Takac · Joshua Agar |