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34 Results
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Poster
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Thu 9:00 |
Learning Multimodal Graph-to-Graph Translation for Molecule Optimization Wengong Jin · Kevin Yang · Regina Barzilay · Tommi Jaakkola |
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Poster
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Thu 9:00 |
A Generative Model For Electron Paths John Bradshaw · Matt Kusner · Brooks Paige · Marwin Segler · José Miguel Hernández Lobato |
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Poster
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Tue 14:30 |
Stochastic Optimization of Sorting Networks via Continuous Relaxations Aditya Grover · Eric J. Wang · Aaron Zweig · Stefano Ermon |
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Poster
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Tue 14:30 |
Supervised Community Detection with Line Graph Neural Networks Zhengdao Chen · Xiang Li · Joan Bruna |
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Poster
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Thu 9:00 |
Structured Neural Summarization Patrick Fernandes · Miltiadis Allamanis · Marc Brockschmidt |
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Poster
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Tue 14:30 |
Deep reinforcement learning with relational inductive biases Vinicius Zambaldi · David Raposo · Adam Santoro · Victor Bapst · Yujia Li · Igor Babuschkin · Karl Tuyls · David P Reichert · Timothy Lillicrap · Edward Lockhart · Murray Shanahan · Victoria Langston · Razvan Pascanu · Matthew Botvinick · Oriol Vinyals · Peter Battaglia |
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Poster
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Tue 14:30 |
Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension Rajarshi Das · Tsendsuren Munkhdalai · Eric Yuan · Adam Trischler · Andrew McCallum |
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Poster
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Wed 9:00 |
Neural Graph Evolution: Automatic Robot Design Tingwu Wang · Yuhao Zhou · Sanja Fidler · Jimmy Ba |
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Poster
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Tue 14:30 |
How Powerful are Graph Neural Networks? Keyulu Xu · Weihua Hu · Jure Leskovec · Stefanie Jegelka |
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Poster
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Tue 14:30 |
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun · Zhi-Hong Deng · Jian-Yun Nie · Jian Tang |
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Poster
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Tue 14:30 |
PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks Jan Svoboda · Jonathan Masci · Federico Monti · Michael Bronstein · Leonidas Guibas |
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Poster
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Tue 9:00 |
Diffusion Scattering Transforms on Graphs Fernando Gama · Alejandro Ribeiro · Joan Bruna |