Discriminative Embeddings of Latent Variable Models for Structured Data

17 March 2016

Papers citing "Discriminative Embeddings of Latent Variable Models for Structured Data"

43 / 293 papers shown

Title
Adversarial Attack on Graph Structured Data H. Dai Hui Li Tian Tian Xin Huang L. Wang Jun Zhu Le Song GNN AAML OOD 36 759 0 06 Jun 2018
Graph Convolutional Neural Networks for Web-Scale Recommender Systems Rex Ying Ruining He Kaifeng Chen Pong Eksombatchai William L. Hamilton J. Leskovec GNN BDL 114 3,481 0 06 Jun 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 115 3,083 0 04 Jun 2018
Graph networks as learnable physics engines for inference and control Alvaro Sanchez-Gonzalez N. Heess Jost Tobias Springenberg J. Merel Martin Riedmiller R. Hadsell Peter W. Battaglia GNN AI4CE PINN OCL 42 594 0 04 Jun 2018
KG^2: Learning to Reason Science Exam Questions with Contextual Knowledge Graph Embeddings Yuyu Zhang H. Dai Kamil Toraman Le Song RALM 11 28 0 31 May 2018
Graph Capsule Convolutional Neural Networks Saurabh Verma Zhi-Li Zhang GNN 30 128 0 21 May 2018
Learning Graph-Level Representations with Recurrent Neural Networks Yu Jin J. JáJá GNN SSL 33 13 0 20 May 2018
Learning Permutations with Sinkhorn Policy Gradient Patrick Emami Sanjay Ranka 16 54 0 18 May 2018
Feature Propagation on Graph: A New Perspective to Graph Representation Learning B. Xiang Ziqi Liu Jun Zhou Xiaolong Li 3DV GNN 32 7 0 17 Apr 2018
Graphite: Iterative Generative Modeling of Graphs Aditya Grover Aaron Zweig Stefano Ermon BDL 33 296 0 28 Mar 2018
Learning the Multiple Traveling Salesmen Problem with Permutation Invariant Pooling Networks Yoav Kaempfer Lior Wolf 27 71 0 26 Mar 2018
Inference in Probabilistic Graphical Models by Graph Neural Networks Kijung Yoon Renjie Liao Yuwen Xiong Lisa Zhang Ethan Fetaya R. Urtasun R. Zemel Xaq Pitkow TPM 31 99 0 21 Mar 2018
Representation Learning over Dynamic Graphs Rakshit S. Trivedi Mehrdad Farajtabar P. Biswal H. Zha AI4TS AI4CE 11 51 0 11 Mar 2018
Attention-based Graph Neural Network for Semi-supervised Learning K. K. Thekumparampil Chong-Jun Wang Sewoong Oh Li-Jia Li GNN 29 332 0 10 Mar 2018
Concise Fuzzy Planar Embedding of Graphs: a Dimensionality Reduction Approach F. Abu-Khzam Rana H. Mouawi Amer Hajj Ahmad Sergio Thoumi 22 1 0 08 Mar 2018
Link Prediction Based on Graph Neural Networks Muhan Zhang Yixin Chen GNN 17 1,899 0 27 Feb 2018
Syntax-Directed Variational Autoencoder for Structured Data H. Dai Yingtao Tian Bo Dai Steven Skiena Le Song 41 324 0 24 Feb 2018
Learning Topic Models by Neighborhood Aggregation Ryohei Hisano 19 3 0 22 Feb 2018
Machine Learning Methods for Data Association in Multi-Object Tracking Patrick Emami P. Pardalos L. Elefteriadou Sanjay Ranka VOT 27 40 0 19 Feb 2018
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 236 1,340 0 12 Feb 2018
Reinforcement Learning for Solving the Vehicle Routing Problem M. Nazari Afshin Oroojlooy L. Snyder Martin Takáč 44 877 0 12 Feb 2018
mvn2vec: Preservation and Collaboration in Multi-View Network Embedding Yu Shi Fangqiu Han Xinwei He Xinran He Carl Yang Jie Luo Jiawei Han 3DV 11 55 0 19 Jan 2018
Topology Adaptive Graph Convolutional Networks Jian Du Shanghang Zhang Guanhang Wu José M. F. Moura S. Kar GNN 35 298 0 28 Oct 2017
Learning Structural Node Embeddings Via Diffusion Wavelets Claire Donnat Marinka Zitnik David Hallac J. Leskovec GNN DiffM 30 386 0 27 Oct 2017
Watch Your Step: Learning Node Embeddings via Graph Attention Sami Abu-El-Haija Bryan Perozzi Rami Al-Rfou Alexander A. Alemi GNN 29 32 0 26 Oct 2017
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications Hongyun Cai V. Zheng Kevin Chen-Chuan Chang AI4TS 53 1,781 0 22 Sep 2017
Latent Embeddings for Collective Activity Recognition Yongyi Tang Peizhen Zhang Jianfang Hu Weishi Zheng BDL GNN 19 16 0 20 Sep 2017
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 46 1,966 0 17 Sep 2017
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network Wengong Jin Connor W. Coley Regina Barzilay Tommi Jaakkola 26 270 0 13 Sep 2017
Variational Reasoning for Question Answering with Knowledge Graph Yuyu Zhang H. Dai Zornitsa Kozareva Alex Smola Le Song 31 467 0 12 Sep 2017
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection Xiaojun Xu Chang-rui Liu Qian Feng Heng Yin Le Song D. Song GNN 16 574 0 22 Aug 2017
Learning Graph While Training: An Evolving Graph Convolutional Neural Network Ruoyu Li Junzhou Huang GNN 30 7 0 10 Aug 2017
Graph Convolutional Matrix Completion Rianne van den Berg Thomas Kipf Max Welling GNN 22 1,200 0 07 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 69 14,905 0 07 Jun 2017
Deriving Neural Architectures from Sequence and Graph Kernels Tao Lei Wengong Jin Regina Barzilay Tommi Jaakkola GNN 45 137 0 25 May 2017
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs Rakshit S. Trivedi H. Dai Yichen Wang Le Song BDL 32 472 0 16 May 2017
Learning Edge Representations via Low-Rank Asymmetric Projections Sami Abu-El-Haija Bryan Perozzi Rami Al-Rfou 11 76 0 16 May 2017
Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs M. Simonovsky N. Komodakis GNN 21 1,221 0 10 Apr 2017
Learning Combinatorial Optimization Algorithms over Graphs H. Dai Elias Boutros Khalil Yuyu Zhang B. Dilkina Le Song 26 1,444 0 05 Apr 2017
Shift Aggregate Extract Networks Francesco Orsini Daniele Baracchi P. Frasconi BDL GNN AI4TS AI4CE 20 16 0 16 Mar 2017
Global Weisfeiler-Lehman Graph Kernels Christopher Morris Kristian Kersting Petra Mutzel 18 1 0 07 Mar 2017
Deep Coevolutionary Network: Embedding User and Item Features for Recommendation H. Dai Yichen Wang Rakshit S. Trivedi Le Song GNN 14 102 0 13 Sep 2016
The Multiscale Laplacian Graph Kernel Risi Kondor Horace Pan 19 175 0 20 Mar 2016