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Spotlight
Wed 20:10 Graph-Based Continual Learning
Binh Tang · David S Matteson
Poster
Tue 17:00 On Graph Neural Networks versus Graph-Augmented MLPs
Lei Chen · Zhengdao Chen · Joan Bruna
Poster
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
Poster
Tue 9:00 DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation Dialogues
Rishabh Joshi · Vidhisha Balachandran · Shikhar Vashishth · Alan Black · Yulia Tsvetkov
Poster
Mon 17:00 On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections
Peizhao Li · Yifei Wang · Han Zhao · Pengyu Hong · Hongfu Liu
Poster
Wed 17:00 Graph-Based Continual Learning
Binh Tang · David S Matteson
Poster
Mon 1:00 Wasserstein Embedding for Graph Learning
Soheil Kolouri · Navid Naderializadeh · Gustavo K Rohde · Heiko Hoffmann
Oral
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
Poster
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
Spotlight
Tue 3:45 Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs
Pim De Haan · Maurice Weiler · Taco Cohen · Max Welling
Poster
Thu 17:00 MARS: Markov Molecular Sampling for Multi-objective Drug Discovery
Yutong Xie · Chence Shi · Hao Zhou · Yuwei Yang · Weinan Zhang · Yong Yu · Lei Li
Poster
Thu 17:00 Generative Scene Graph Networks
Fei Deng · Zhuo Zhi · Donghun Lee · Sungjin Ahn