Inductive Representation Learning in Temporal Networks via Causal Anonymous Walks

15 January 2021

Papers citing "Inductive Representation Learning in Temporal Networks via Causal Anonymous Walks"

29 / 29 papers shown

Title
ScaDyG:A New Paradigm for Large-scale Dynamic Graph Learning Xiang Wu Miao Hu Rong-Hua Li Kangfei Zhao Guoren Wang AI4TS AI4CE 75 0 0 27 Jan 2025
Temporal Graph Networks for Deep Learning on Dynamic Graphs Emanuele Rossi B. Chamberlain Fabrizio Frasca D. Eynard Federico Monti M. Bronstein AI4CE 64 638 0 18 Jun 2020
Inductive Representation Learning on Temporal Graphs Da Xu Chuanwei Ruan Evren Körpeoglu Sushant Kumar Kannan Achan AI4CE 57 618 0 19 Feb 2020
Self-attention with Functional Time Representation Learning Da Xu Chuanwei Ruan Sushant Kumar Evren Körpeoglu Kannan Achan AI4TS 30 114 0 28 Nov 2019
Variational Graph Recurrent Neural Networks Ehsan Hajiramezanali Arman Hasanzadeh N. Duffield Krishna R. Narayanan Mingyuan Zhou Xiaoning Qian BDL GNN 34 184 0 26 Aug 2019
Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks Srijan Kumar Xikun Zhang J. Leskovec AI4TS 17 724 0 03 Aug 2019
Time2Vec: Learning a Vector Representation of Time Seyed Mehran Kazemi Rishab Goel Sepehr Eghbali J. Ramanan Jaspreet Sahota Sanjay Thakur Stella Wu Cathal Smyth Pascal Poupart Marcus A. Brubaker AI4TS 33 332 0 11 Jul 2019
Higher-Order Ranking and Link Prediction: From Closing Triangles to Closing Higher-Order Motifs Ryan A. Rossi Anup B. Rao Sungchul Kim Eunyee Koh Nesreen Ahmed Gang Wu 3DV LRM 26 17 0 12 Jun 2019
Node Embedding over Temporal Graphs Uriel Singer Ido Guy Kira Radinsky 26 151 0 21 Mar 2019
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs A. Pareja Giacomo Domeniconi Jie Chen Tengfei Ma Toyotaro Suzumura H. Kanezashi Tim Kaler Tao B. Schardl Charles E. Leisersen GNN 67 1,051 0 26 Feb 2019
E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction Jinyin Chen Jian Zhang Xuanheng Xu Chenbo Fu Dan Zhang Qingpeng Zhang Qi Xuan 43 142 0 22 Feb 2019
Link Prediction via Higher-Order Motif Features Ghadeer Abuoda G. D. F. Morales Ashraf Aboulnaga 32 37 0 08 Feb 2019
dynnode2vec: Scalable Dynamic Network Embedding Sedigheh Mahdavi Shima Khoshraftar Aijun An 21 114 0 06 Dec 2018
dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning Palash Goyal Sujit Rokka Chhetri A. Canedo 41 399 0 07 Sep 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 144 3,101 0 04 Jun 2018
Anonymous Walk Embeddings Sergey Ivanov Evgeny Burnaev GNN 31 179 0 30 May 2018
Simplicial Closure and higher-order link prediction Austin R. Benson Rediet Abebe Michael T. Schaub Ali Jadbabaie Jon M. Kleinberg AI4CE 23 491 0 20 Feb 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 192 19,902 0 30 Oct 2017
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 65 1,970 0 17 Sep 2017
Inhomogeneous Hypergraph Clustering with Applications Pan Li O. Milenkovic 18 158 0 05 Sep 2017
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 250 2,248 0 24 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 178 129,831 0 12 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 255 15,066 0 07 Jun 2017
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs Rakshit S. Trivedi H. Dai Yichen Wang Le Song BDL 44 475 0 16 May 2017
Dynamic Graph Convolutional Networks Franco Manessi A. Rozza M. Manzo GNN 43 368 0 20 Apr 2017
Motifs in Temporal Networks Ashwin Paranjape Austin R. Benson J. Leskovec 13 685 0 29 Dec 2016
Variational Graph Auto-Encoders Thomas Kipf Max Welling GNN BDL SSL CML 68 3,541 0 21 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 282 28,795 0 09 Sep 2016
Nonparametric Link Prediction in Dynamic Networks Purnamrita Sarkar Deepayan Chakrabarti Michael I. Jordan 38 136 0 27 Jun 2012