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32 Results
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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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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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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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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 |
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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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Poster
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Tue 17:00 |
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs Meng Qu · Junkun Chen · Louis-Pascal A Xhonneux · Yoshua Bengio · Jian Tang |
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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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Mon 17:00 |
Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning Shauharda Khadka · Estelle Aflalo · Mattias Marder · Avrech Ben-David · Santiago Miret · Shie Mannor · Tamir Hazan · Hanlin Tang · Somdeb Majumdar |
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Poster
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Thu 9:00 |
Directed Acyclic Graph Neural Networks Veronika Thost · Jie Chen |