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Node Feature Extraction by Self-Supervised Multi-scale Neighborhood
  Prediction

Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction

29 October 2021
Eli Chien
Wei-Cheng Chang
Cho-Jui Hsieh
Hsiang-Fu Yu
Jiong Zhang
O. Milenkovic
Inderjit S Dhillon
ArXivPDFHTML

Papers citing "Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction"

12 / 12 papers shown
Title
Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex
Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex
Azadeh Beiranvand
Seyed Mehdi Vahidipour
22
0
0
16 Apr 2025
Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation
Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation
Y. Wang
Xinnan Dai
Wenqi Fan
Yao Ma
59
1
0
26 Feb 2025
HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks
HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks
Q. Zhu
Liang Zhang
Qianxiong Xu
Cheng Long
43
1
0
22 Jan 2025
Optimality of Message-Passing Architectures for Sparse Graphs
Optimality of Message-Passing Architectures for Sparse Graphs
Aseem Baranwal
K. Fountoulakis
Aukosh Jagannath
50
11
0
10 Jan 2025
MEG: Medical Knowledge-Augmented Large Language Models for Question Answering
MEG: Medical Knowledge-Augmented Large Language Models for Question Answering
Laura Cabello
Carmen Martin-Turrero
Uchenna Akujuobi
Anders Søgaard
Carlos Bobed
AI4MH
41
1
0
06 Nov 2024
Joint Graph Rewiring and Feature Denoising via Spectral Resonance
Joint Graph Rewiring and Feature Denoising via Spectral Resonance
Jonas Linkerhagner
Cheng Shi
Ivan Dokmanić
23
0
0
13 Aug 2024
Contextualized Messages Boost Graph Representations
Contextualized Messages Boost Graph Representations
Brian Godwin Lim
Galvin Brice Lim
Renzo Roel Tan
Kazushi Ikeda
AI4CE
31
1
0
19 Mar 2024
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning
Jing Zhu
Xiang Song
V. Ioannidis
Danai Koutra
Christos Faloutsos
22
13
0
25 Sep 2023
LightXML: Transformer with Dynamic Negative Sampling for
  High-Performance Extreme Multi-label Text Classification
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification
Ting Jiang
Deqing Wang
Leilei Sun
Huayi Yang
Zhengyang Zhao
Fuzhen Zhuang
VLM
91
114
0
09 Jan 2021
Geom-GCN: Geometric Graph Convolutional Networks
Geom-GCN: Geometric Graph Convolutional Networks
Hongbin Pei
Bingzhen Wei
Kevin Chen-Chuan Chang
Yu Lei
Bo Yang
GNN
167
1,058
0
13 Feb 2020
A Style-Based Generator Architecture for Generative Adversarial Networks
A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras
S. Laine
Timo Aila
262
10,183
0
12 Dec 2018
Contextual Stochastic Block Models
Contextual Stochastic Block Models
Y. Deshpande
Andrea Montanari
Elchanan Mossel
S. Sen
98
131
0
23 Jul 2018
1