Inductive Link Prediction for Nodes Having Only Attribute Information

16 July 2020

Papers citing "Inductive Link Prediction for Nodes Having Only Attribute Information"

25 / 25 papers shown

Title
Deep Learning on Graphs for Mobile Network Topology Generation Felix Nannesson Meli Johan Tell Shirwan Piroti Tahar Zanouda Elias Jarlebring GNN 44 0 0 18 Apr 2025
Leap: Inductive Link Prediction via Learnable TopologyAugmentation Ahmed E. Samy Zekarias T. Kefato Sarunas Girdzijauskas 55 0 0 05 Mar 2025
PROXI: Challenging the GNNs for Link Prediction Astrit Tola Jack Myrick Baris Coskunuzer 29 0 0 02 Oct 2024
Deep Generative Models for Subgraph Prediction Erfaneh Mahmoudzadeh Parmis Naddaf Kiarash Zahirnia Oliver Schulte BDL GNN 28 0 0 07 Aug 2024
Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion Qinggang Zhang Keyu Duan Junnan Dong Pai Zheng Xiao Huang 33 3 0 03 Jun 2024
SLJP: Semantic Extraction based Legal Judgment Prediction Prameela Madambakam Shathanaa Rajmohan Himangshu Sharma Tummepalli Anka Chandrahas Purushotham Gupta ELM AILaw 21 0 0 13 Dec 2023
A Topological Perspective on Demystifying GNN-Based Link Prediction Performance Yu-Chiang Frank Wang Tong Zhao Yuying Zhao Yunchao Liu Xueqi Cheng Neil Shah Tyler Derr 13 9 0 06 Oct 2023
Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction Ayan Chatterjee Robin G. Walters G. Menichetti Tina Eliassi-Rad AI4CE 19 1 0 17 Jul 2023
Source-Aware Embedding Training on Heterogeneous Information Networks Tsai Hor Chan Chi Ho Wong Jiajun Shen Guosheng Yin 27 4 0 10 Jul 2023
Link Prediction with Non-Contrastive Learning William Shiao Zhichun Guo Tong Zhao Evangelos E. Papalexakis Yozen Liu Neil Shah 19 15 0 25 Nov 2022
New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction Guillaume Salha-Galvan J. Lutzeyer George Dasoulas Romain Hennequin Michalis Vazirgiannis 15 2 0 16 Nov 2022
Linkless Link Prediction via Relational Distillation Zhichun Guo William Shiao Shichang Zhang Yozen Liu Nitesh V. Chawla Neil Shah Tong Zhao 19 41 0 11 Oct 2022
Sampling Enclosing Subgraphs for Link Prediction Paul Louis Shweta Ann Jacob Amirali Salehi-Abari GNN 19 14 0 23 Jun 2022
Anchor Prediction: A Topic Modeling Approach Jean Dupuy Adrien Guille Julien Jacques KELM 19 2 0 29 May 2022
Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction Guillaume Salha-Galvan J. Lutzeyer George Dasoulas Romain Hennequin Michalis Vazirgiannis 8 49 0 02 Feb 2022
Link Prediction with Contextualized Self-Supervision Daokun Zhang Jie Yin Philip S. Yu 14 6 0 25 Jan 2022
Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching Hanchen Wang Ying Zhang Lu Qin Wei Wang W. Zhang Xuemin Lin 25 18 0 25 Jan 2022
LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal Statute Identification from Indian Legal Documents Shounak Paul Pawan Goyal Saptarshi Ghosh AILaw 9 40 0 29 Dec 2021
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 25 41 0 18 Dec 2021
BScNets: Block Simplicial Complex Neural Networks Yuzhou Chen Yulia R. Gel H. Vincent Poor GNN 12 33 0 13 Dec 2021
Inductive learning for product assortment graph completion Haris Dukic Georgios Deligiorgis Pierpaolo Sepe D. Bacciu Marco Trincavelli CML 15 1 0 04 Oct 2021
Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders Guillaume Salha-Galvan Romain Hennequin Benjamin Chapus Viet-Anh Tran Michalis Vazirgiannis 14 20 0 02 Aug 2021
IM-META: Influence Maximization Using Node Metadata in Networks With Unknown Topology Cong Tran Won-Yong Shin Andreas Spitz 8 10 0 05 Jun 2021
Edgeless-GNN: Unsupervised Representation Learning for Edgeless Nodes Yong-Min Shin Cong Tran Won-Yong Shin Xin Cao SSL 19 6 0 12 Apr 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z. Pan Huajun Chen 19 77 0 26 Feb 2021