Social Media Analysis

A Thorough Comparison Between Independent Cascade and Susceptible-Infected-Recovered Models AAAI 2025 BotSim: LLM-Powered Malicious Social Botnet Simulation AAAI 2025 Can Community Notes Replace Professional Fact-Checkers? ACL 2025 Catching Stray Balls: Football, fandom, and the impact on digital discourse ACL 2025 Causal drivers of dynamic networks CLeaR 2025 CliME: Evaluating Multimodal Climate Discourse on Social Media and the Climate Alignment Quotient (CAQ) ACL 2025 Conspiracy Theories and Where to Find Them on TikTok ACL 2025 Contagion Effect Estimation Using Proximal Embeddings CLeaR 2025 Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents ACL 2025 Contradicted in Reliable, Replicated in Unreliable: Dual-Source Reference for Fake News Early Detection AAAI 2025 Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025 CryChime: When Large Language Models Learn to Listen to Distant Cries - A Counterfactual PEFT Framework for Urgent Need Detection in Disaster Social Media ACML 2025 DeepSN: A Sheaf Neural Framework for Influence Maximization AAAI 2025 Each Fake News Is Fake in Its Own Way: An Attribution Multi-Granularity Benchmark for Multimodal Fake News Detection AAAI 2025 Evaluating Cognitive-Behavioral Fixation via Multimodal User Viewing Patterns on Social Media EMNLP 2025 External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection AAAI 2025 FGDGNN: Fine-Grained Dynamic Graph Neural Network for Rumor Detection on Social Media ACL 2025 High-Order Consistency-Guided User Identity Linkage with Large Language Model ACML 2025 Hope vs. Hate: Understanding User Interactions with LGBTQ+ News Content in Mainstream US News Media through the Lens of Hope Speech EMNLP 2025 Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation AAAI 2025 Insights into Climate Change Narratives: Emotional Alignment and Engagement Analysis on TikTok ACL 2025 Investment-Driven Social Influence: A Statistical Physics Approach to Advertising Response ACL 2025 Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference AAAI 2025 Low coordinate degree algorithms II: Categorical signals and generalized stochastic block models COLT 2025 Measuring and Mitigating Homelessness Bias: Leveraging AI for Social Impact IJCAI 2025