User Preference-aware Fake News Detection

25 April 2021

Yingtong Dou

Kai Shu

Congyin Xia

Philip S. Yu

Lichao Sun

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Papers citing "User Preference-aware Fake News Detection"

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Title
Query Smarter, Trust Better? Exploring Search Behaviours for Verifying News Accuracy David Elsweiler Samy Ateia Markus Bink Gregor Donabauer Marcos Fernández-Pichel ... Udo Kruschwitz David Losada Bernd Ludwig Selina Meyer Noel Pascual Presa 25 0 0 07 Apr 2025
Large Engagement Networks for Classifying Coordinated Campaigns and Organic Twitter Trends Atul Anand Gopalakrishnan Jakir Hossain Tugrulcan Elmas Ahmet Erdem Sariyuce GNN 36 0 0 01 Mar 2025
Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media Anantram Patel Vijay Kumar Sutrakar 40 0 0 22 Feb 2025
On the Probability of Necessity and Sufficiency of Explaining Graph Neural Networks: A Lower Bound Optimization Approach Ruichu Cai Yuxuan Zhu Xuexin Chen Yuan Fang Min-man Wu Jie Qiao Z. Hao 46 7 0 31 Dec 2024
Detecting Fake News on Social Media: A Novel Reliability Aware Machine-Crowd Hybrid Intelligence-Based Method Yidong Chai Kangwei Shi Jiaheng Xie Chunli Liu Yuanchun Jiang Yezheng Liu 59 0 0 07 Dec 2024
Revisiting Fake News Detection: Towards Temporality-aware Evaluation by Leveraging Engagement Earliness Junghoon Kim Junmo Lee Yeonjun In Kanghoon Yoon Chanyoung Park 64 1 0 19 Nov 2024
A Multimodal Adaptive Graph-based Intelligent Classification Model for Fake News Jun-hao Xu 25 1 0 09 Nov 2024
On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs Herun Wan Minnan Luo Zhixiong Su Guang Dai Xiang Zhao DeLMO 27 0 0 16 Oct 2024
Faithful Interpretation for Graph Neural Networks Lijie Hu Tianhao Huang Lu Yu Wanyu Lin Tianhang Zheng Di Wang 21 1 0 09 Oct 2024
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks Jiong Zhu Gaotang Li Yao-An Yang Jing Zhu Xuehao Cui Danai Koutra 19 3 0 26 Sep 2024
Sequential Classification of Misinformation Daniel Toma Wasim Huleihel 27 0 0 07 Sep 2024
Do We Trust What They Say or What They Do? A Multimodal User Embedding Provides Personalized Explanations Zhicheng Ren Zhiping Xiao Yizhou Sun 28 0 0 04 Sep 2024
Relaxing Graph Transformers for Adversarial Attacks Philipp Foth Lukas Gosch Simon Geisler Leo Schwinn Stephan Günnemann AAML 37 1 0 16 Jul 2024
Transferring Structure Knowledge: A New Task to Fake news Detection Towards Cold-Start Propagation Lingwei Wei Dou Hu Wei Zhou Songlin Hu 57 1 0 13 Jul 2024
Safety in Graph Machine Learning: Threats and Safeguards Song Wang Yushun Dong Binchi Zhang Zihan Chen Xingbo Fu Yinhan He Cong Shen Chuxu Zhang Nitesh V. Chawla Jundong Li 37 7 0 17 May 2024
Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND Qiyu Kang Kai Zhao Qinxu Ding Feng Ji Xuhao Li Wenfei Liang Yang Song Wee Peng Tay 36 8 0 26 Apr 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Simin Niu Zhiyu Li 62 7 0 25 Apr 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 21 10 0 24 Apr 2024
Heterogeneous Subgraph Transformer for Fake News Detection Yuchen Zhang Xiaoxia Ma Jia Wu Jian Yang Hao Fan 27 12 0 19 Apr 2024
The Future of Combating Rumors? Retrieval, Discrimination, and Generation Junhao Xu Longdi Xian Zening Liu Mingliang Chen Qiuyang Yin Fenghua Song 31 2 0 29 Mar 2024
Out-of-distribution Rumor Detection via Test-Time Adaptation Xiang Tao Mingqing Zhang Qiang Liu Shu Wu Liang Wang TTA OODD 26 0 0 26 Mar 2024
MSynFD: Multi-hop Syntax aware Fake News Detection Liang Xiao Qi Zhang Chongyang Shi Shoujin Wang Usman Naseem Liang Hu 25 11 0 18 Feb 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection Herun Wan Shangbin Feng Zhaoxuan Tan Heng Wang Yulia Tsvetkov Minnan Luo 68 29 0 16 Feb 2024
Putting Context in Context: the Impact of Discussion Structure on Text Classification Nicolo Penzo Antonio Longa Bruno Lepri Sara Tonelli Marco Guerini 11 1 0 05 Feb 2024
FaKnow: A Unified Library for Fake News Detection Yiyuan Zhu Yongjun Li Jialiang Wang Ming Gao Jiali Wei 20 0 0 27 Jan 2024
Multitask Active Learning for Graph Anomaly Detection Wenjing Chang Kay Liu Kaize Ding Philip S. Yu Jianjun Yu 37 8 0 24 Jan 2024
Predicting Viral Rumors and Vulnerable Users for Infodemic Surveillance Xuan Zhang Wei Gao 16 0 0 18 Jan 2024
Data Augmentation for Supervised Graph Outlier Detection with Latent Diffusion Models Kay Liu Hengrui Zhang Ziqing Hu Fangxin Wang Philip S. Yu 19 3 0 29 Dec 2023
GAMC: An Unsupervised Method for Fake News Detection using Graph Autoencoder with Masking Shu Yin Chao Gao Zhen Wang SSL GNN 26 22 0 10 Dec 2023
Dual-Teacher De-biasing Distillation Framework for Multi-domain Fake News Detection Jiayang Li Xuan Feng Tianlong Gu Liang Chang 10 2 0 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 13 6 0 21 Nov 2023
SGOOD: Substructure-enhanced Graph-Level Out-of-Distribution Detection Zhihao Ding Jieming Shi Shiqi Shen Xuequn Shang Jiannong Cao Zhipeng Wang Zhi Gong OODD OOD 27 4 0 16 Oct 2023
FakeGPT: Fake News Generation, Explanation and Detection of Large Language Models Yue Huang Lichao Sun 19 6 0 08 Oct 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 19 11 0 28 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 29 157 0 25 Sep 2023
GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection Yufei Li Yanchi Liu Haoyu Wang Zhengzhang Chen Wei Cheng Yuncong Chen Wenchao Yu Haifeng Chen Cong Liu 14 5 0 12 Sep 2023
False Information, Bots and Malicious Campaigns: Demystifying Elements of Social Media Manipulations Mohammad Majid Akhtar Rahat Masood Muhammad Ikram S. Kanhere 22 7 0 24 Aug 2023
Fake News Detection Through Graph-based Neural Networks: A Survey Shuzhi Gong Richard Sinnott Jianzhong Qi Cécile Paris GNN 22 5 0 24 Jul 2023
Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization Ling Yang Jiayi Zheng Heyuan Wang Zhongyi Liu Zhilin Huang Shenda Hong Wentao Zhang Bin Cui 14 13 0 28 Jun 2023
Pattern Mining for Anomaly Detection in Graphs: Application to Fraud in Public Procurement Lucas Potin R. Figueiredo Vincent Labatut C. Largeron 10 2 0 19 Jun 2023
DANES: Deep Neural Network Ensemble Architecture for Social and Textual Context-aware Fake News Detection Ciprian-Octavian Truicua Elena Simona Apostol Panagiotis Karras 13 29 0 01 Feb 2023
State of the Art and Potentialities of Graph-level Learning Zhenyu Yang Ge Zhang Jia Wu Jian Yang Quan.Z Sheng ... Charu C. Aggarwal Hao Peng Wenbin Hu Edwin R. Hancock Pietro Lio' GNN AI4CE 30 10 0 14 Jan 2023
Nothing Stands Alone: Relational Fake News Detection with Hypergraph Neural Networks Ujun Jeong Kaize Ding Lu Cheng Ruocheng Guo Kai Shu Huan Liu GNN 19 21 0 24 Dec 2022
Mining User-aware Multi-relations for Fake News Detection in Large Scale Online Social Networks Xing Su Jian Yang Jia Wu Yuchen Zhang GNN 13 18 0 21 Dec 2022
AdvCat: Domain-Agnostic Robustness Assessment for Cybersecurity-Critical Applications with Categorical Inputs Helene Orsini Hongyan Bao Yujun Zhou Xiangrui Xu Yufei Han Longyang Yi Wei Wang Xin Gao Xiangliang Zhang AAML 12 1 0 13 Dec 2022
Exploring Fake News Detection with Heterogeneous Social Media Context Graphs Gregor Donabauer Udo Kruschwitz GNN EgoV 12 9 0 13 Dec 2022
Combating Health Misinformation in Social Media: Characterization, Detection, Intervention, and Open Issues Canyu Chen Haoran Wang Matthew A. Shapiro Yunyu Xiao Fei Wang Kai Shu 10 12 0 10 Nov 2022
The Devil is in the Conflict: Disentangled Information Graph Neural Networks for Fraud Detection Zhixun Li Dingshuo Chen Qiang Liu Shu Wu AAML 29 15 0 22 Oct 2022
On the Effectiveness of Hybrid Pooling in Mixup-Based Graph Learning for Language Processing Zeming Dong Qiang Hu Zhenya Zhang Yuejun Guo Maxime Cordy Mike Papadakis Yves Le Traon Jianjun Zhao 19 3 0 06 Oct 2022
Addressing contingency in algorithmic (mis)information classification: Toward a responsible machine learning agenda Andrés Domínguez Hernández Richard Owen Dan Saattrup Nielsen Ryan McConville 11 7 0 05 Oct 2022