A Broader Picture of Random-walk Based Graph Embedding

24 October 2021

Papers citing "A Broader Picture of Random-walk Based Graph Embedding"

14 / 14 papers shown

Title
Learning Graph Node Embeddings by Smooth Pair Sampling Konstantin Kutzkov 41 0 0 22 Jan 2025
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction João Mattos Zexi Huang Mert Kosan Ambuj Singh A. Silva 74 1 0 29 Nov 2024
Disentangled and Self-Explainable Node Representation Learning Simone Piaggesi Andre' Panisson Megha Khosla 34 0 0 28 Oct 2024
GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs Vipul Gupta Xin Chen Ruoyun Huang Fanlong Meng Jianjun Chen Yujun Yan GNN 36 0 0 22 Jul 2024
GLADformer: A Mixed Perspective for Graph-level Anomaly Detection Fan Xu Nan Wang Hao Wu Xuezhi Wen Dalin Zhang Siyang Lu Binyong Li Wei Gong Hai Wan Xibin Zhao 43 1 0 02 Jun 2024
Subgraph Pooling: Tackling Negative Transfer on Graphs Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 44 6 0 14 Feb 2024
Link Prediction without Graph Neural Networks Zexi Huang Mert Kosan A. Silva Ambuj K. Singh 56 3 0 23 May 2023
Global Counterfactual Explainer for Graph Neural Networks Mert Kosan Zexi Huang Sourav Medya Sayan Ranu Ambuj K. Singh 34 47 0 21 Oct 2022
A Survey on Graph Representation Learning Methods Shima Khoshraftar A. An GNN AI4TS 35 108 0 04 Apr 2022
Multiple Similarity Drug-Target Interaction Prediction with Random Walks and Matrix Factorization B. Liu D. Papadopoulos Fragkiskos D. Malliaros Grigorios Tsoumakas A. Papadopoulos 11 7 0 24 Jan 2022
Learning Bi-typed Multi-relational Heterogeneous Graph via Dual Hierarchical Attention Networks Yu Zhao Shaopeng Wei Huaming Du Xingyan Chen Qing Li Fuzhen Zhuang Jiaheng Liu Gang Kou 36 10 0 24 Dec 2021
TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs Yuke Wang Boyuan Feng Zheng Wang Guyue Huang Yufei Ding GNN 24 26 0 03 Dec 2021
QGTC: Accelerating Quantized Graph Neural Networks via GPU Tensor Core Yuke Wang Boyuan Feng Yufei Ding GNN 33 41 0 18 Nov 2021
POLE: Polarized Embedding for Signed Networks Zexi Huang A. Silva Ambuj K. Singh 16 36 0 17 Oct 2021