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Oral
Thu Dec 10 06:00 AM -- 06:15 AM (PST) @ Orals & Spotlights: Graph/Relational/Theory
Graph Cross Networks with Vertex Infomax Pooling
In Orals & Spotlights Track 26: Graph/Relational/Theory
Maosen Li · Siheng Chen · Ya Zhang · Ivor Tsang
[ Paper ]
Oral
Thu Dec 10 06:15 AM -- 06:30 AM (PST) @ Orals & Spotlights: Graph/Relational/Theory
Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs
In Orals & Spotlights Track 26: Graph/Relational/Theory
Nikolaos Karalias · Andreas Loukas
[ Paper ]
Oral
Thu Dec 10 06:30 AM -- 06:45 AM (PST) @ Orals & Spotlights: Graph/Relational/Theory
Graph Random Neural Networks for Semi-Supervised Learning on Graphs
In Orals & Spotlights Track 26: Graph/Relational/Theory
Wenzheng Feng · Jie Zhang · Yuxiao Dong · Yu Han · Huanbo Luan · Qian Xu · Qiang Yang · Evgeny Kharlamov · Jie Tang
[ Paper ]
Break
Thu Dec 10 06:45 AM -- 07:00 AM (PST)
Break
In Orals & Spotlights Track 26: Graph/Relational/Theory
Spotlight
Thu Dec 10 07:00 AM -- 07:10 AM (PST) @ Orals & Spotlights: Graph/Relational/Theory
Learning Graph Structure With A Finite-State Automaton Layer
In Orals & Spotlights Track 26: Graph/Relational/Theory
Daniel D. Johnson · Hugo Larochelle · Danny Tarlow
[ Paper ]
Spotlight
Thu Dec 10 07:10 AM -- 07:20 AM (PST) @ Orals & Spotlights: Graph/Relational/Theory
Pointer Graph Networks
In Orals & Spotlights Track 26: Graph/Relational/Theory
Petar Veličković · Lars Buesing · Matthew Overlan · Razvan Pascanu · Oriol Vinyals · Charles Blundell
[ Paper ]
Q&A
Thu Dec 10 07:20 AM -- 07:30 AM (PST)
Joint Q&A for Preceeding Spotlights
In Orals & Spotlights Track 26: Graph/Relational/Theory
Hongbin Pei · Bingzhe Wei · Kevin Chang · Chunxu Zhang · Bo Yang
Spotlight
Thu Dec 10 07:30 AM -- 07:40 AM (PST) @ Orals & Spotlights: Graph/Relational/Theory
Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks
In Orals & Spotlights Track 26: Graph/Relational/Theory
Hongwei Jin · Zhan Shi · Venkata Jaya Shankar Ashish Peruri · Xinhua Zhang
[ Paper ]
Q&A
Thu Dec 10 07:40 AM -- 07:50 AM (PST)
Joint Q&A for Preceeding Spotlights
In Orals & Spotlights Track 26: Graph/Relational/Theory
Spotlight
Thu Dec 10 07:50 AM -- 08:00 AM (PST) @ Orals & Spotlights: Graph/Relational/Theory
Convergence and Stability of Graph Convolutional Networks on Large Random Graphs
In Orals & Spotlights Track 26: Graph/Relational/Theory
Nicolas Keriven · Alberto Bietti · Samuel Vaiter
[ Paper ]
Spotlight
Thu Dec 10 08:00 AM -- 08:10 AM (PST) @ Orals & Spotlights: Graph/Relational/Theory
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
In Orals & Spotlights Track 26: Graph/Relational/Theory
Matthew Tancik · Pratul Srinivasan · Ben Mildenhall · Sara Fridovich-Keil · Nithin Raghavan · Utkarsh Singhal · Ravi Ramamoorthi · Jonathan Barron · Ren Ng
[ Paper ]
Spotlight
Thu Dec 10 08:10 AM -- 08:20 AM (PST) @ Orals & Spotlights: Graph/Relational/Theory
Most ReLU Networks Suffer from $\ell^2$ Adversarial Perturbations
In Orals & Spotlights Track 26: Graph/Relational/Theory
Amit Daniely · Hadas Shacham
[ Paper ]
Spotlight
Thu Dec 10 08:20 AM -- 08:30 AM (PST) @ Orals & Spotlights: Graph/Relational/Theory
Beyond Perturbations: Learning Guarantees with Arbitrary Adversarial Test Examples
In Orals & Spotlights Track 26: Graph/Relational/Theory
Shafi Goldwasser · Adam Tauman Kalai · Yael Kalai · Omar Montasser
[ Paper ]
Q&A
Thu Dec 10 08:30 AM -- 08:40 AM (PST)
Joint Q&A for Preceeding Spotlights
In Orals & Spotlights Track 26: Graph/Relational/Theory
Break
Thu Dec 10 08:40 AM -- 09:00 AM (PST)
Break
In Orals & Spotlights Track 26: Graph/Relational/Theory