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48 Results
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Poster
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Tue 17:00 |
CopulaGNN: Towards Integrating Representational and Correlational Roles of Graphs in Graph Neural Networks Jiaqi Ma · Bo Chang · Xuefei Zhang · Qiaozhu Mei |
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Poster
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Thu 9:00 |
Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective Muhammet Balcilar · Guillaume Renton · Pierre Héroux · Benoit Gaüzère · Sébastien Adam · Paul Honeine |
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Poster
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Wed 9:00 |
My Body is a Cage: the Role of Morphology in Graph-Based Incompatible Control Vitaly Kurin · Maximilian Igl · Tim Rocktaeschel · Wendelin Boehmer · Shimon Whiteson |
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Workshop
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Membership Inference Attack on Graph Neural Networks Iyiola Emmanuel Olatunji · Wolfgang Nejdl · Megha Khosla |
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Poster
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Tue 17:00 |
Discrete Graph Structure Learning for Forecasting Multiple Time Series Chao Shang · Jie Chen · Jinbo Bi |
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Poster
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Thu 9:00 |
Directed Acyclic Graph Neural Networks Veronika Thost · Jie Chen |
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Poster
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Wed 17:00 |
Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs Zhen Han · Peng Chen · Yunpu Ma · Volker Tresp |
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Poster
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Mon 1:00 |
Isometric Transformation Invariant and Equivariant Graph Convolutional Networks Masanobu Horie · Naoki Morita · Toshiaki Hishinuma · Yu Ihara · Naoto Mitsume |
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Oral
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Mon 21:21 |
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu · Mozhi Zhang · Jingling Li · Simon Du · Ken-Ichi Kawarabayashi · Stefanie Jegelka |
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Poster
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Tue 17:00 |
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu · Mozhi Zhang · Jingling Li · Simon Du · Ken-Ichi Kawarabayashi · Stefanie Jegelka |
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Spotlight
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Thu 3:15 |
Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic Deunsol Yoon · Sunghoon Hong · Byung-Jun Lee · Kee-Eung Kim |
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Poster
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Tue 1:00 |
Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic Deunsol Yoon · Sunghoon Hong · Byung-Jun Lee · Kee-Eung Kim |