Segmented Graph-Bert for Graph Instance Modeling

9 February 2020

Papers citing "Segmented Graph-Bert for Graph Instance Modeling"

25 / 25 papers shown

Title
Graph-Bert: Only Attention is Needed for Learning Graph Representations Jiawei Zhang Haopeng Zhang Congying Xia Li Sun 56 301 0 15 Jan 2020
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations Ekagra Ranjan Soumya Sanyal Partha P. Talukdar GNN 87 330 0 18 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 258 19,824 0 23 Oct 2019
GResNet: Graph Residual Network for Reviving Deep GNNs from Suspended Animation Jiawei Zhang Lin Meng 50 52 0 12 Sep 2019
Graph Neural Networks for Small Graph and Giant Network Representation Learning: An Overview Jiawei Zhang GNN 13 13 0 01 Aug 2019
ERNIE 2.0: A Continual Pre-training Framework for Language Understanding Yu Sun Shuohuan Wang Yukun Li Shikun Feng Hao Tian Hua Wu Haifeng Wang CLL 75 804 0 29 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 394 24,160 0 26 Jul 2019
IsoNN: Isomorphic Neural Network for Graph Representation Learning and Classification Lin Meng Jiawei Zhang GNN 33 18 0 22 Jul 2019
PiNet: A Permutation Invariant Graph Neural Network for Graph Classification Peter Meltzer Marcelo Daniel Gutierrez Mallea Peter J Bentley GNN 29 12 0 08 May 2019
DAGCN: Dual Attention Graph Convolutional Networks Fengwen Chen Shirui Pan Jing Jiang Huan Huo Guodong Long GNN 46 50 0 04 Apr 2019
Capsule Neural Networks for Graph Classification using Explicit Tensorial Graph Representations Marcelo Daniel Gutierrez Mallea Peter Meltzer Peter J Bentley GNN 22 21 0 22 Feb 2019
Gaussian-Induced Convolution for Graphs Jiatao Jiang Zhen Cui Chunyan Xu Jian Yang 43 24 0 11 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 917 93,936 0 11 Oct 2018
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 145 7,554 0 01 Oct 2018
Anonymous Walk Embeddings Sergey Ivanov Evgeny Burnaev GNN 45 179 0 30 May 2018
Graph Capsule Convolutional Neural Networks Saurabh Verma Zhi-Li Zhang GNN 54 128 0 21 May 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 304 19,991 0 30 Oct 2017
graph2vec: Learning Distributed Representations of Graphs A. Narayanan Mahinthan Chandramohan R. Venkatesan Lihui Chen Yang Liu Shantanu Jaiswal GNN 59 734 0 17 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 430 129,831 0 12 Jun 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 432 28,795 0 09 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 247 7,622 0 30 Jun 2016
On Valid Optimal Assignment Kernels and Applications to Graph Classification Nils M. Kriege Pierre-Louis Giscard Richard C. Wilson 62 213 0 03 Jun 2016
Learning Convolutional Neural Networks for Graphs Mathias Niepert Mohamed Ahmed Konstantin Kutzkov GNN SSL 90 2,150 0 17 May 2016
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 261 12,662 0 11 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 549 13,395 0 25 Aug 2014