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2008.07939
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FANG: Leveraging Social Context for Fake News Detection Using Graph Representation
18 August 2020
Van-Hoang Nguyen
Kazunari Sugiyama
Preslav Nakov
Min-Yen Kan
GNN
FedML
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Papers citing
"FANG: Leveraging Social Context for Fake News Detection Using Graph Representation"
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Bridging Thoughts and Words: Graph-Based Intent-Semantic Joint Learning for Fake News Detection
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Qiang Sheng
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Beizhe Hu
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165
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01 Sep 2025
Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media
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Anantram Patel
Vijay Kumar Sutrakar
230
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22 Feb 2025
Context-Aware Deep Learning for Multi Modal Depression Detection
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Genevieve Lam
Huang Dongyan
Weisi Lin
360
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26 Dec 2024
Revisiting Fake News Detection: Towards Temporality-aware Evaluation by Leveraging Engagement Earliness
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Junghoon Kim
Junmo Lee
Yeonjun In
Kanghoon Yoon
Chanyoung Park
334
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19 Nov 2024
A Multimodal Adaptive Graph-based Intelligent Classification Model for Fake News
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240
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SceneGraMMi: Scene Graph-boosted Hybrid-fusion for Multi-Modal Misinformation Veracity Prediction
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Siddharth Mavani
Joel Alex
Arnav Negi
Rahul Mishra
Ponnurangam Kumaraguru
227
0
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20 Oct 2024
LLM-GAN: Construct Generative Adversarial Network Through Large Language Models For Explainable Fake News Detection
Yifeng Wang
Zhouhong Gu
Siwei Zhang
Suhang Zheng
Tao Wang
Tianyu Li
Hongwei Feng
Yanghua Xiao
299
11
0
03 Sep 2024
Fake News Detection and Manipulation Reasoning via Large Vision-Language Models
Ruihan Jin
Ruibo Fu
Zhengqi Wen
Shuai Zhang
Yukun Liu
Jianhua Tao
315
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02 Jul 2024
Enhancing Fake News Detection in Social Media via Label Propagation on Cross-modal Tweet Graph
ACM Multimedia (ACM MM), 2023
Wanqing Zhao
Yuta Nakashima
Haiyuan Chen
N. Babaguchi
188
9
0
14 Jun 2024
A General Black-box Adversarial Attack on Graph-based Fake News Detectors
Peican Zhu
Zechen Pan
Yang Liu
Jiwei Tian
Keke Tang
Zhen Wang
AAML
248
29
0
24 Apr 2024
Heterogeneous Subgraph Transformer for Fake News Detection
Yuchen Zhang
Xiaoxia Ma
Hongzhi Zhang
Jian Yang
Hao Fan
253
23
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19 Apr 2024
A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection
Ivo Verhoeven
Pushkar Mishra
Rahel Beloch
H. Yannakoudakis
Ekaterina Shutova
288
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0
02 Apr 2024
The Future of Combating Rumors? Retrieval, Discrimination, and Generation
Junhao Xu
Longdi Xian
Zening Liu
Mingliang Chen
Qiuyang Yin
Fenghua Song
190
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29 Mar 2024
Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations
Gregor Donabauer
Udo Kruschwitz
GNN
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239
4
0
28 Feb 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection
Herun Wan
Shangbin Feng
Zhaoxuan Tan
Heng Wang
Yulia Tsvetkov
Minnan Luo
413
77
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16 Feb 2024
Can Large Language Models Detect Rumors on Social Media?
Qiang Liu
Xiang Tao
Jun Wu
Shu Wu
Liang Wang
179
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06 Feb 2024
Putting Context in Context: the Impact of Discussion Structure on Text Classification
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024
Nicolo Penzo
Antonio Longa
Bruno Lepri
Sara Tonelli
Marco Guerini
279
2
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05 Feb 2024
FaKnow: A Unified Library for Fake News Detection
Data Intelligence (DI), 2024
Yiyuan Zhu
Yongjun Li
Jialiang Wang
Ming Gao
Jiali Wei
192
1
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27 Jan 2024
RELIANCE: Reliable Ensemble Learning for Information and News Credibility Evaluation
CSI International Symposium on Artificial Intelligence and Signal Processing (ISCAISP), 2024
Majid Ramezani
Hamed Mohammad-Shahi
Mahshid Daliry
Soroor Rahmani
Amir-Hosein Asghari
325
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17 Jan 2024
Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News without Modifying It
F. Siciliano
Luca Maiano
Lorenzo Papa
Federica Baccin
Irene Amerini
Fabrizio Silvestri
AAML
266
2
0
23 Dec 2023
Dual-Teacher De-biasing Distillation Framework for Multi-domain Fake News Detection
IEEE International Conference on Data Engineering (ICDE), 2023
Jiayang Li
Xuan Feng
Tianlong Gu
Liang Chang
265
7
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02 Dec 2023
Can Large Language Models Understand Content and Propagation for Misinformation Detection: An Empirical Study
Mengyang Chen
Lingwei Wei
Han Cao
Wei Zhou
Song Hu
173
6
0
21 Nov 2023
GRAM: An Interpretable Approach for Graph Anomaly Detection using Gradient Attention Maps
Neural Networks (Neural Netw.), 2023
Yifei Yang
Peng Wang
Xiaofan He
Dongmian Zou
369
11
0
10 Nov 2023
Adapting Fake News Detection to the Era of Large Language Models
Jinyan Su
Claire Cardie
Preslav Nakov
DeLMO
412
39
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02 Nov 2023
Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jason Samuel Lucas
Adaku Uchendu
Michiharu Yamashita
Jooyoung Lee
Shaurya Rohatgi
Dongwon Lee
450
72
0
24 Oct 2023
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks
Knowledge Discovery and Data Mining (KDD), 2023
Jiaying Wu
Bryan Hooi
389
128
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16 Oct 2023
Exploiting User Comments for Early Detection of Fake News Prior to Users' Commenting
Qiong Nan
Qiang Sheng
Juan Cao
Yongchun Zhu
Danding Wang
Guang Yang
Jintao Li
Kai Shu
378
14
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16 Oct 2023
QACHECK: A Demonstration System for Question-Guided Multi-Hop Fact-Checking
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Liangming Pan
Xinyuan Lu
Min-Yen Kan
Preslav Nakov
LRM
342
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11 Oct 2023
"A Tale of Two Movements": Identifying and Comparing Perspectives in #BlackLivesMatter and #BlueLivesMatter Movements-related Tweets using Weakly Supervised Graph-based Structured Prediction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shamik Roy
Dan Goldwasser
318
5
0
11 Oct 2023
Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection
International Conference on Information and Knowledge Management (CIKM), 2023
Jiaying Wu
Xinyu Chen
Haobin Yang
Qi Zhao
Yuhui Shi
AAML
237
27
0
28 Sep 2023
Interactively Learning Social Media Representations Improves News Source Factuality Detection
International Joint Conference on Natural Language Processing (IJCNLP), 2023
Nikhil Mehta
Dan Goldwasser
GNN
221
4
0
26 Sep 2023
Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection
AAAI Conference on Artificial Intelligence (AAAI), 2023
Beizhe Hu
Qiang Sheng
Juan Cao
Yuhui Shi
Yang Li
Danding Wang
Peng Qi
488
208
0
21 Sep 2023
An Interactive Framework for Profiling News Media Sources
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Nikhil Mehta
Dan Goldwasser
285
5
0
14 Sep 2023
Fake News Detection Through Graph-based Neural Networks: A Survey
Shuzhi Gong
Richard Sinnott
Jianzhong Qi
Cécile Paris
GNN
323
24
0
24 Jul 2023
Rumor Detection with Diverse Counterfactual Evidence
Knowledge Discovery and Data Mining (KDD), 2023
Kaiwei Zhang
Junchi Yu
Haichao Shi
Jian Liang
Xiao-Yu Zhang
167
36
0
18 Jul 2023
Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Beizhe Hu
Qiang Sheng
Juan Cao
Yongchun Zhu
Danding Wang
Zhengjia Wang
Zhiwei Jin
279
39
0
26 Jun 2023
Fact-Checking Complex Claims with Program-Guided Reasoning
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Xiaobao Wu
Xinyuan Lu
Anh Tuan Luu
William Yang Wang
Min-Yen Kan
Preslav Nakov
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364
189
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22 May 2023
Out-of-distribution Evidence-aware Fake News Detection via Dual Adversarial Debiasing
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Qiang Liu
Jun Wu
Shu Wu
Liang Wang
OODD
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184
23
0
25 Apr 2023
Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks
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Heng Wang
Wenqian Zhang
Yuyang Bai
Zhaoxuan Tan
Shangbin Feng
Qinghua Zheng
Minnan Luo
342
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22 Apr 2023
Leveraging Social Interactions to Detect Misinformation on Social Media
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Luca Luceri
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Dirk Hovy
195
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06 Apr 2023
Graph Mining for Cybersecurity: A Survey
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Cheng Yang
Chuan Shi
Yong Fang
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Junping Du
389
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02 Apr 2023
DANES: Deep Neural Network Ensemble Architecture for Social and Textual Context-aware Fake News Detection
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Panagiotis Karras
222
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A Meta Path-based Approach for Rumor Detection on Social Media
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Mostafa Salehi
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260
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Nothing Stands Alone: Relational Fake News Detection with Hypergraph Neural Networks
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Kaize Ding
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157
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Jian Yang
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32
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Exploring Fake News Detection with Heterogeneous Social Media Context Graphs
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247
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Jeremy Blackburn
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200
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Xiwei Xu
Azadeh Noori Hoshyar
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