Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks

17 January 2020

Papers citing "Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks"

41 / 41 papers shown

Title
A Split-Window Transformer for Multi-Model Sequence Spammer Detection using Multi-Model Variational Autoencoder Zhou Yang Yucai Pang Hongbo Yin Yunpeng Xiao ViT 43 0 0 23 Feb 2025
LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information Ruichao Yang Jing Ma Wei Gao Hongzhan Lin 63 0 0 13 Feb 2025
Anomaly Detection in Graph Structured Data: A Survey Prabin B. Lamichhane William Eberle 41 3 0 10 May 2024
Heterogeneous Subgraph Transformer for Fake News Detection Yuchen Zhang Xiaoxia Ma Jia Wu Jian Yang Hao Fan 35 12 0 19 Apr 2024
GSLB: The Graph Structure Learning Benchmark Zhixun Li Liang Wang Xin Sun Yifan Luo Yanqiao Zhu ... Xiangxin Zhou Qiang Liu Shu Wu Liang Wang Jeffrey Xu Yu 45 34 0 08 Oct 2023
Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets Yida Mu Xingyi Song Kalina Bontcheva Nikolaos Aletras 24 3 0 20 Sep 2023
DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation Menglong Lu Zhen Huang Yunxiang Zhao Zhiliang Tian Yang Liu Dongsheng Li 29 6 0 05 Aug 2023
Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification Menglong Lu Zhen Huang Zhiliang Tian Yunxiang Zhao Xuanyu Fei Dongsheng Li OOD 31 5 0 04 Aug 2023
Out-of-distribution Evidence-aware Fake News Detection via Dual Adversarial Debiasing Qiang Liu Jun Wu Shu Wu Liang Wang OODD CML 25 11 0 25 Apr 2023
User Perceptions of Automatic Fake News Detection: Can Algorithms Fight Online Misinformation? Bruno Tafur Advait Sarkar GNN FaML 11 4 0 17 Apr 2023
Dynamic Graph Representation Learning with Neural Networks: A Survey Leshanshui Yang Sébastien Adam Clément Chatelain AI4TS AI4CE 39 14 0 12 Apr 2023
A Comprehensive Survey on Deep Graph Representation Learning Wei Ju Zheng Fang Yiyang Gu Zequn Liu Qingqing Long ... Jingyang Yuan Yusheng Zhao Yifan Wang Xiao Luo Ming Zhang GNN AI4TS 51 141 0 11 Apr 2023
Rumour Detection and Analysis on Twitter Yao-Chung Fan 11 1 0 04 Apr 2023
Mind the Label Shift of Augmentation-based Graph OOD Generalization Junchi Yu Jian Liang Ran He 34 27 0 27 Mar 2023
Knowledge Distillation on Graphs: A Survey Yijun Tian Shichao Pei Xiangliang Zhang Chuxu Zhang Nitesh V. Chawla 21 28 0 01 Feb 2023
Detecting Stance of Authorities towards Rumors in Arabic Tweets: A Preliminary Study Fatima Haouari Tamer Elsayed 14 7 0 14 Jan 2023
A Meta Path-based Approach for Rumor Detection on Social Media Bita Azarijoo Mostafa Salehi S. Najari 19 1 0 11 Jan 2023
Rumour detection using graph neural network and oversampling in benchmark Twitter dataset Shaswat Patel Prince Bansal Preeti Kaur 23 2 0 20 Dec 2022
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments Ethan Mendes Yang Chen Wei-ping Xu Alan Ritter 11 14 0 19 Dec 2022
Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges Jing Ren Feng Xia Azadeh Noori Hoshyar Charu C. Aggarwal 42 26 0 11 Dec 2022
Towards Real-Time Temporal Graph Learning Deniz Gurevin Mohsin Shan Tong Geng Weiwen Jiang Caiwen Ding O. Khan AI4TS AI4CE 40 0 0 08 Oct 2022
Probing Spurious Correlations in Popular Event-Based Rumor Detection Benchmarks Jiaying Wu Bryan Hooi 26 5 0 19 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
Region-enhanced Deep Graph Convolutional Networks for Rumor Detection Ge Wang Li Tan Tianbao Song Wen Wang Ziliang Shang GNN 45 1 0 15 Jun 2022
Bootstrapping Multi-view Representations for Fake News Detection Qichao Ying Xiaoxiao Hu Yangming Zhou Zhenxing Qian Dan Zeng Shiming Ge 22 45 0 12 Jun 2022
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection Bingzhe Wu Jintang Li Junchi Yu Yatao Bian Hengtong Zhang ... Guangyu Sun Peng Cui Zibin Zheng Zhe Liu P. Zhao OOD 37 25 0 20 May 2022
Fake News Detection with Heterogeneous Transformer Tianle Li Yushi Sun Shang-ling Hsu Yanjia Li Raymond Chi-Wing Wong 12 3 0 06 May 2022
Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning Hongzhan Lin Jing Ma Liangliang Chen Zhiwei Yang Mingfei Cheng Guang Chen 34 55 0 18 Apr 2022
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning Ruichao Yang Jing Ma Hongzhan Lin Wei Gao 17 32 0 06 Apr 2022
Deep Graph Learning for Anomalous Citation Detection Jiaying Liu Feng Xia Xu Feng Jing Ren Huan Liu 24 41 0 23 Feb 2022
Improving Fraud Detection via Hierarchical Attention-based Graph Neural Network Yajing Liu Zhengya Sun Wensheng Zhang 14 25 0 12 Feb 2022
Neighboring Backdoor Attacks on Graph Convolutional Network Liang Chen Qibiao Peng Jintang Li Yang Liu Jiawei Chen Yong Li Zibin Zheng GNN AAML 32 11 0 17 Jan 2022
Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks Hongzhan Lin Jing Ma Mingfei Cheng Zhiwei Yang Liangliang Chen Guang Chen 27 64 0 09 Oct 2021
Rumour Detection via Zero-shot Cross-lingual Transfer Learning Lin Tian Xiuzhen Zhang Jey Han Lau 46 13 0 27 Sep 2021
Meta-Path-based Fake News Detection Leveraging Multi-level Social Context Information Jian Cui Kwanwoo Kim S. Na Seung-Eui Shin 22 25 0 13 Sep 2021
Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection Lingwei Wei Dou Hu Wei Zhou Zhaojuan Yue Songlin Hu 14 93 0 26 Jul 2021
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu C. Aggarwal Chang-Tien Lu 38 18 0 21 Jul 2021
SpreadGNN: Serverless Multi-task Federated Learning for Graph Neural Networks Chaoyang He Emir Ceyani Keshav Balasubramanian M. Annavaram Salman Avestimehr FedML 25 50 0 04 Jun 2021
TruthBot: An Automated Conversational Tool for Intent Learning, Curated Information Presenting, and Fake News Alerting Ankur Gupta Yash Varun Prarthana Das Nithya Muttineni Parth Srivastava Hamim Zafar Tanmoy Chakraborty Swaprava Nath 19 6 0 31 Jan 2021
Self-Supervised Graph Transformer on Large-Scale Molecular Data Yu Rong Yatao Bian Tingyang Xu Wei-yang Xie Ying Wei Wenbing Huang Junzhou Huang AI4CE 19 25 0 18 Jun 2020
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 280 1,400 0 01 Dec 2016