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299 Results
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Workshop
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Hierarchical Graph Generation with K2-trees Yunhui Jang · Dongwoo Kim · Sungsoo Ahn |
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Poster
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Wed 17:00 |
Graph Generative Model for Benchmarking Graph Neural Networks Minji Yoon · Yue Wu · John Palowitch · Bryan Perozzi · Ruslan Salakhutdinov |
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Poster
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Wed 14:00 |
Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph Matching Fang Wu · Siyuan Li · Xurui Jin · Yinghui Jiang · Dragomir Radev · Zhangming Niu · Stan Z Li |
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Workshop
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Fri 14:10 |
Neural Networks Are Graphs! Graph Neural Networks for Equivariant Processing of Neural Networks David Zhang · Miltiadis (Miltos) Kofinas · Yan Zhang · Yunlu Chen · Gertjan Burghouts · Cees Snoek |
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Workshop
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Empowering Counterfactual Reasoning for Graph Neural Networks via Inductivity Samidha Verma · Burouj Armgaan · Sourav Medya · Sayan Ranu |
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Workshop
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A Simple and Yet Fairly Effective Defense for Graph Neural Networks Sofiane ENNADIR · Yassine Abbahaddou · Michalis Vazirgiannis · Henrik Boström |
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Workshop
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Graph Neural Networks Provably Benefit from Structural Information: A Feature Learning Perspective Wei Huang · Yuan Cao · Haonan Wang · Xin Cao · Taiji Suzuki |
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Poster
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Thu 13:30 |
RSC: Accelerate Graph Neural Networks Training via Randomized Sparse Computations Zirui Liu · CHEN SHENGYUAN · Kaixiong Zhou · Daochen Zha · Xiao Huang · Xia Hu |
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Poster
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Thu 13:30 |
Improving Graph Neural Networks with Learnable Propagation Operators Moshe Eliasof · Lars Ruthotto · Eran Treister |
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Workshop
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Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness Francesco Campi · Lukas Gosch · Tom Wollschläger · Yan Scholten · Stephan Günnemann |
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Workshop
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HiGen: Hierarchical Graph Generative Networks Mahdi Karami |
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Poster
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Wed 14:00 |
Towards Deep Attention in Graph Neural Networks: Problems and Remedies Soo Yong Lee · Fanchen Bu · Jaemin Yoo · Kijung Shin |