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Poster
Wed 16:30 Learning with Holographic Reduced Representations
Ashwinkumar Ganesan · Hang Gao · Sunil Gandhi · Edward Raff · Tim Oates · James Holt · Mark McLean
Poster
Wed 16:30 A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning
Gugan Chandrashekhar Thoppe · Bhumesh Kumar
Datasets and Benchmarks
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs
Weihua Hu · Matthias Fey · Hongyu Ren · Maho Nakata · Yuxiao Dong · Jure Leskovec
Poster
Tue 8:30 Residual2Vec: Debiasing graph embedding with random graphs
Sadamori Kojaku · Jisung Yoon · Isabel Constantino · Yong-Yeol Ahn
Poster
Tue 8:30 3DP3: 3D Scene Perception via Probabilistic Programming
Nishad Gothoskar · Marco Cusumano-Towner · Ben Zinberg · Matin Ghavamizadeh · Falk Pollok · Austin Garrett · Josh Tenenbaum · Dan Gutfreund · Vikash Mansinghka
Poster
Tue 8:30 Discrete-Valued Neural Communication
Dianbo Liu · Alex Lamb · Kenji Kawaguchi · Anirudh Goyal · Chen Sun · Michael Mozer · Yoshua Bengio
Poster
Tue 8:30 Snowflake: Scaling GNNs to high-dimensional continuous control via parameter freezing
Charles Blake · Vitaly Kurin · Maximilian Igl · Shimon Whiteson
Spotlight
PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair
Zimin Chen · Vincent J Hellendoorn · Pascal Lamblin · Petros Maniatis · Pierre-Antoine Manzagol · Daniel Tarlow · Subhodeep Moitra
Poster
Tue 16:30 PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair
Zimin Chen · Vincent J Hellendoorn · Pascal Lamblin · Petros Maniatis · Pierre-Antoine Manzagol · Daniel Tarlow · Subhodeep Moitra
Poster
Fri 8:30 Dirichlet Energy Constrained Learning for Deep Graph Neural Networks
Kaixiong Zhou · Xiao Huang · Daochen Zha · Rui Chen · Li Li · Soo-Hyun Choi · Xia Hu
Poster
Thu 16:30 SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning
Aaron Chan · Jiashu Xu · Boyuan Long · Soumya Sanyal · Tanishq Gupta · Xiang Ren
Poster
Thu 16:30 Universal Graph Convolutional Networks
Di Jin · Zhizhi Yu · Cuiying Huo · Rui Wang · Xiao Wang · Dongxiao He · Jiawei Han