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59 Results
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Poster
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Tue 9:00 |
Learning Parametrised Graph Shift Operators George Dasoulas · Johannes Lutzeyer · Michalis Vazirgiannis |
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Poster
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Tue 17:00 |
How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision Dongkwan Kim · Alice Oh |
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Poster
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Tue 1:00 |
Lossless Compression of Structured Convolutional Models via Lifting Gustav Sourek · Filip Zelezny · Ondrej Kuzelka |
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Poster
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Thu 1:00 |
Learning continuous-time PDEs from sparse data with graph neural networks Valerii Iakovlev · Markus Heinonen · Harri Lähdesmäki |
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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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Poster
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Thu 17:00 |
Molecule Optimization by Explainable Evolution Binghong Chen · Tianzhe Wang · Chengtao Li · Hanjun Dai · Le Song |
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Workshop
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FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks Chaoyang He · Keshav Balasubramanian · Emir Ceyani · Yu Rong · Junzhou Huang · Murali Annavaram · Salman Avestimehr |
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Poster
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Wed 17:00 |
Combining Physics and Machine Learning for Network Flow Estimation Arlei Lopes da Silva · Furkan Kocayusufoglu · Saber Jafarpour · Francesco Bullo · Ananthram Swami · Ambuj K Singh |
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Workshop
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Fri 7:10 |
Poster Spotlight "Measuring Uncertainty through Bayesian Learning of Deep Neural Network Structure" Zhijie Deng |
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Poster
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Tue 9:00 |
Interpreting Knowledge Graph Relation Representation from Word Embeddings Carl Allen · Ivana Balazevic · Timothy Hospedales |
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Poster
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Thu 1:00 |
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues Hung Le · Nancy F Chen · Steven Hoi |
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Poster
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Wed 9:00 |
Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning Elan Markowitz · Keshav Balasubramanian · Mehrnoosh Mirtaheri · Sami Abu-El-Haija · Bryan Perozzi · Greg Ver Steeg · Aram Galstyan |