31 Results

Poster
Tue 7:00 Tensor denoising and completion based on ordinal observations
Chanwoo Lee, Miaoyan Wang
Poster
Tue 7:00 The Buckley-Osthus model and the block preferential attachment model: statistical analysis and application
Wenpin Tang, Xin Guo, Fengmin Tang
Poster
Tue 9:00 Bayesian Graph Neural Networks with Adaptive Connection Sampling
Arman Hasanzadeh, Ehsan Hajiramezanali, Shahin Boluki, Mingyuan Zhou, Nick Duffield, Krishna Narayanan, Xiaoning Qian
Poster
Tue 9:00 Low-loss connection of weight vectors: distribution-based approaches
Ivan Anokhin, Dmitry Yarotsky
Poster
Tue 9:00 Scalable Deep Generative Modeling for Sparse Graphs
Hanjun Dai, Azade Nazi, Yujia Li, Bo Dai, Dale Schuurmans
Poster
Tue 10:00 On the Theoretical Properties of the Network Jackknife
Qiaohui Lin, Robert Lunde, Purnamrita Sarkar
Poster
Tue 11:00 Kernel Methods for Cooperative Multi-Agent Contextual Bandits
Abhimanyu Dubey, Alex `Sandy' Pentland
Poster
Tue 13:00 Constant Curvature Graph Convolutional Networks
Gregor Bachmann, Gary Becigneul, Octavian Ganea
Poster
Wed 5:00 Learning Opinions in Social Networks
Vincent Conitzer, Debmalya Panigrahi, Hanrui Zhang
Poster
Wed 5:00 Learning Quadratic Games on Networks
Yan Leng, Xiaowen Dong, Junfeng Wu, Alex `Sandy' Pentland
Poster
Wed 9:00 Cooperative Multi-Agent Bandits with Heavy Tails
Abhimanyu Dubey, Alex `Sandy' Pentland
Poster
Wed 10:00 NetGAN without GAN: From Random Walks to Low-Rank Approximations
Luca Rendsburg, Holger Heidrich, Ulrike von Luxburg
Poster
Wed 11:00 Robust Graph Representation Learning via Neural Sparsification
Cheng Zheng, Bo Zong, Wei Cheng, Dongjin Song, Jingchao Ni, Wenchao Yu, Haifeng Chen, Wei Wang
Poster
Wed 11:00 DeBayes: a Bayesian Method for Debiasing Network Embeddings
Maarten Buyl, Tijl De Bie
Poster
Wed 16:00 Online Dense Subgraph Discovery via Blurred-Graph Feedback
Yuko Kuroki, Atsushi Miyauchi, Junya Honda, Masashi Sugiyama
Poster
Thu 6:00 Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation
Florence Regol, Soumyasundar Pal, Yingxue Zhang, Mark Coates
Poster
Thu 6:00 p-Norm Flow Diffusion for Local Graph Clustering
Kimon Fountoulakis, Di Wang, Shenghao Yang
Poster
Thu 6:00 Fiedler Regularization: Learning Neural Networks with Graph Sparsity
Edric Tam, David Dunson
Poster
Thu 6:00 Continuous Graph Neural Networks
Louis-Pascal Xhonneux, Meng Qu, Jian Tang
Poster
Thu 6:00 Graph Homomorphism Convolution
Hoang NT, Takanori Maehara
Poster
Thu 7:00 Goodness-of-Fit Tests for Inhomogeneous Random Graphs
Soham Dan, Bhaswar B. Bhattacharya
Poster
Thu 7:00 Graph Structure of Neural Networks
Jiaxuan You, Jure Leskovec, Kaiming He, Saining Xie
Poster
Thu 7:00 Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos
Subhroshekhar Ghosh, Krishna Balasubramanian, Xiaochuan Yang
Poster
Thu 8:00 Generalization and Representational Limits of Graph Neural Networks
Vikas K Garg, Stefanie Jegelka, Tommi Jaakkola
Poster
Thu 12:00 Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More
Aleksandar Bojchevski, Johannes Klicpera, Stephan Günnemann
Poster
Thu 12:00 A Flexible Latent Space Model for Multilayer Networks
Xuefei Zhang, Songkai Xue, Ji Zhu
Poster
Thu 13:00 Graph Filtration Learning
Christoph Hofer, Florian Graf, Bastian Rieck, Marc Niethammer, Roland Kwitt
Workshop
Thu 23:40 Graph Representation Learning and Beyond (GRL+)
Petar Veličković, Michael M. Bronstein, Andreea Deac, Will Hamilton, Jessica Hamrick, Milad Hashemi, Stefanie Jegelka, Jure Leskovec, Renjie Liao, Federico Monti, Yizhou Sun, Kevin Swersky, Zhitao Ying, Marinka Zitnik
Workshop
Sat 5:50 Bridge Between Perception and Reasoning: Graph Neural Networks & Beyond
Jian Tang, Le Song, Jure Leskovec, Renjie Liao, Yujia Li, Sanja Fidler, Richard Zemel, Russ Salakhutdinov
Workshop
Sat 10:15 Exponentially Faster Algorithms for Machine Learning
Yaron Singer
Workshop
(#95 / Sess. 2) Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Protein Structures
Arian Jamasb