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Poster
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Mon 2:30 |
Topological Graph Neural Networks Max Horn · Edward De Brouwer · Michael Moor · Yves Moreau · Bastian Rieck · Karsten Borgwardt |
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Poster
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Mon 2:30 |
PF-GNN: Differentiable particle filtering based approximation of universal graph representations Mohammed Haroon Dupty · Yanfei Dong · Wee Sun Lee |
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Poster
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Mon 2:30 |
Understanding and Improving Graph Injection Attack by Promoting Unnoticeability Yongqiang Chen · Han Yang · Yonggang Zhang · MA KAILI · Tongliang Liu · Bo Han · James Cheng |
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Poster
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Mon 10:30 |
From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness Lingxiao Zhao · Wei Jin · Leman Akoglu · Neil Shah |
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Poster
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Mon 10:30 |
Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks Morteza Ramezani · Weilin Cong · Mehrdad Mahdavi · Mahmut Kandemir · Anand Sivasubramaniam |
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Poster
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Mon 10:30 |
Spatial Graph Attention and Curiosity-driven Policy for Antiviral Drug Discovery Yulun Wu · Nicholas Choma · Andrew Chen · Mikaela Cashman · Erica Teixeira Prates · Veronica Melesse Vergara · Manesh Shah · Austin Clyde · Thomas Brettin · Wibe de Jong · Neeraj Kumar · Martha Head · Rick Stevens · Peter Nugent · Daniel Jacobson · James Brown |
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Poster
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Mon 10:30 |
Chemical-Reaction-Aware Molecule Representation Learning Hongwei Wang · Weijiang Li · Xiaomeng Jin · Kyunghyun Cho · Heng Ji · Jiawei Han · Martin Burke |
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Poster
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Mon 10:30 |
Graph Condensation for Graph Neural Networks Wei Jin · Lingxiao Zhao · Shichang Zhang · Yozen Liu · Jiliang Tang · Neil Shah |
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Poster
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Mon 10:30 |
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis Siyi Tang · Jared Dunnmon · Khaled Saab · Xuan Zhang · Qianying Huang · Florian Dubost · Daniel Rubin · Christopher Lee-Messer |
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Poster
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Mon 10:30 |
DEGREE: Decomposition Based Explanation for Graph Neural Networks Qizhang Feng · Ninghao Liu · Fan Yang · Ruixiang Tang · Mengnan Du · Xia Hu |
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Poster
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Mon 10:30 |
EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression Zirui Liu · Kaixiong Zhou · Fan Yang · Li Li · Rui Chen · Xia Hu |
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Poster
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Mon 10:30 |
Neural Relational Inference with Node-Specific Information Ershad Banijamali |