Fake News Detection on Social Media using Geometric Deep Learning

10 February 2019

Papers citing "Fake News Detection on Social Media using Geometric Deep Learning"

36 / 36 papers shown

Title
Sequential Classification of Misinformation Daniel Toma Wasim Huleihel 35 0 0 07 Sep 2024
Sheaf Hypergraph Networks Iulia Duta Giulia Cassara Fabrizio Silvestri Pietro Lio 17 18 0 29 Sep 2023
Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection Jiaying Wu Xinyu Chen Haobin Yang Qi Zhao Yuhui Shi AAML 27 11 0 28 Sep 2023
From Fake to Hyperpartisan News Detection Using Domain Adaptation Razvan-Alexandru Smadu Sebastian-Vasile Echim Dumitru-Clementin Cercel Iuliana Marin Florin-Catalin Pop 29 3 0 04 Aug 2023
A Fractional Graph Laplacian Approach to Oversmoothing Sohir Maskey Raffaele Paolino Aras Bacho Gitta Kutyniok 34 30 0 22 May 2023
User Perceptions of Automatic Fake News Detection: Can Algorithms Fight Online Misinformation? Bruno Tafur Advait Sarkar GNN FaML 19 4 0 17 Apr 2023
Leveraging Social Interactions to Detect Misinformation on Social Media Tommaso Fornaciari Luca Luceri Emilio Ferrara Dirk Hovy 24 2 0 06 Apr 2023
Entity-Aware Dual Co-Attention Network for Fake News Detection Sin-Han Yang Chung-Chi Chen Hen-Hsen Huang Hsin-Hsi Chen 32 7 0 07 Feb 2023
Reply to: Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set M. Schuetz J. K. Brubaker H. Katzgraber 34 10 0 03 Feb 2023
Task-Agnostic Graph Neural Network Evaluation via Adversarial Collaboration Xiangyu Zhao Hannes Stärk Dominique Beaini Yiren Zhao Pietro Lio 32 0 0 27 Jan 2023
The State of Human-centered NLP Technology for Fact-checking Anubrata Das Houjiang Liu Venelin Kovatchev Matthew Lease HILM 27 61 0 08 Jan 2023
Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks Khondoker Murad Hossain Tim Oates AAML 28 4 0 15 Dec 2022
Graph Anomaly Detection with Unsupervised GNNs Lingxiao Zhao Saurabh Sawlani Arvind Srinivasan Leman Akoglu 39 17 0 18 Oct 2022
A Systematic Evaluation of Node Embedding Robustness Alexandru Mara Jefrey Lijffijt Stephan Günnemann T. D. Bie AAML 22 0 0 16 Sep 2022
SoK: Content Moderation in Social Media, from Guidelines to Enforcement, and Research to Practice Mohit Singhal Chen Ling Pujan Paudel Poojitha Thota Nihal Kumarswamy Gianluca Stringhini Shirin Nilizadeh 75 28 0 29 Jun 2022
Are Graph Representation Learning Methods Robust to Graph Sparsity and Asymmetric Node Information? P. Sevestre M. Neyret 12 0 0 19 May 2022
Bandits for Structure Perturbation-based Black-box Attacks to Graph Neural Networks with Theoretical Guarantees Binghui Wang Youqin Li Pan Zhou AAML 34 13 0 07 May 2022
Fake news detection using parallel BERT deep neural networks Mahmood Farokhian V. Rafe H. Veisi GNN 22 14 0 10 Apr 2022
Visual Persuasion in COVID-19 Social Media Content: A Multi-Modal Characterization Mesut Erhan Unal Adriana Kovashka Wen-Ting Chung Yu-Ru Lin 15 4 0 05 Dec 2021
FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference Alejandro Martín Javier Huertas-Tato Álvaro Huertas-García Guillermo Villar-Rodríguez David Camacho HILM 25 31 0 27 Oct 2021
A Survey on Automated Fact-Checking Zhijiang Guo M. Schlichtkrull Andreas Vlachos 27 459 0 26 Aug 2021
A Framework for Joint Unsupervised Learning of Cluster-Aware Embedding for Heterogeneous Networks R. A. Khan M. Kleinsteuber 27 3 0 09 Aug 2021
Geometric Deep Learning on Molecular Representations Kenneth Atz F. Grisoni G. Schneider AI4CE 36 287 0 26 Jul 2021
Combinatorial Optimization with Physics-Inspired Graph Neural Networks M. Schuetz J. K. Brubaker H. Katzgraber AI4CE 31 179 0 02 Jul 2021
User Preference-aware Fake News Detection Yingtong Dou Kai Shu Congyin Xia Philip S. Yu Lichao Sun 19 246 0 25 Apr 2021
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 228 144 0 18 Apr 2021
A Heuristic-driven Uncertainty based Ensemble Framework for Fake News Detection in Tweets and News Articles Sourya Dipta Das Ayan Basak S. Dutta 45 47 0 05 Apr 2021
On Using Classification Datasets to Evaluate Graph-Level Outlier Detection: Peculiar Observations and New Insights Lingxiao Zhao Leman Akoglu 33 65 0 23 Dec 2020
A Generalization of Transformer Networks to Graphs Vijay Prakash Dwivedi Xavier Bresson AI4CE 50 720 0 17 Dec 2020
Utilising Graph Machine Learning within Drug Discovery and Development Thomas Gaudelet Ben Day Arian R. Jamasb Jyothish Soman Cristian Regep ... Jian Tang D. Roblin Tom L. Blundell M. Bronstein J. Taylor-King AI4CE 29 36 0 09 Dec 2020
Temporal Graph Networks for Deep Learning on Dynamic Graphs Emanuele Rossi B. Chamberlain Fabrizio Frasca D. Eynard Federico Monti M. Bronstein AI4CE 40 630 0 18 Jun 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 62 2,600 0 01 Apr 2020
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end A. Nassar Stefano Dáronco Sébastien Lefèvre Jan Dirk Wegner ObjD 22 3 0 23 Mar 2020
Fake News Early Detection: An Interdisciplinary Study Xinyi Zhou Atishay Jain V. Phoha R. Zafarani 22 206 0 26 Apr 2019
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 260 1,811 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 261 3,240 0 24 Nov 2016