Cover Image

MTPareto: A MultiModal Targeted Pareto Framework for Fake News Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yan, Kaiying, Liu, Moyang, Liu, Yukun, Fu, Ruibo, Wen, Zhengqi, Tao, Jianhua, Liu, Xuefei, Li, Guanjun
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Exploring Modality Disruption in Multimodal Fake News Detection
by: Liu, Moyang, et al.
Published: (2025)

Deconfounded Reasoning for Multimodal Fake News Detection via Causal Intervention
by: Liu, Moyang, et al.
Published: (2025)

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning
by: Yan, Kaiying, et al.
Published: (2025)

Exploring the Role of Audio in Multimodal Misinformation Detection
by: Liu, Moyang, et al.
Published: (2024)

Fake News Detection and Manipulation Reasoning via Large Vision-Language Models
by: Jin, Ruihan, et al.
Published: (2024)

A Noval Feature via Color Quantisation for Fake Audio Detection
by: Wang, Zhiyong, et al.
Published: (2024)

Mixture of Experts Fusion for Fake Audio Detection Using Frozen wav2vec 2.0
by: Wang, Zhiyong, et al.
Published: (2024)

Generalized Fake Audio Detection via Deep Stable Learning
by: Wang, Zhiyong, et al.
Published: (2024)

Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection
by: Wang, Xiaopeng, et al.
Published: (2024)

Modality Interactive Mixture-of-Experts for Fake News Detection
by: Liu, Yifan, et al.
Published: (2025)

Dementia Insights: A Context-Based MultiModal Approach
by: Mehdoui, Sahar Sinene, et al.
Published: (2025)

Global Confidence Degree Based Graph Neural Network for Financial Fraud Detection
by: Liu, Jiaxun, et al.
Published: (2024)

MedM2T: A MultiModal Framework for Time-Aware Modeling with Electronic Health Record and Electrocardiogram Data
by: Kuo, Yu-Chen, et al.
Published: (2025)

MMCORE: MultiModal COnnection with Representation Aligned Latent Embeddings
by: Li, Zijie, et al.
Published: (2026)

HAMMR: HierArchical MultiModal React agents for generic VQA
by: Castrejon, Lluis, et al.
Published: (2024)

MultiModal-Learning for Predicting Molecular Properties: A Framework Based on Image and Graph Structures
by: Wang, Zhuoyuan, et al.
Published: (2023)

PSA-MF: Personality-Sentiment Aligned Multi-Level Fusion for Multimodal Sentiment Analysis
by: Xie, Heng, et al.
Published: (2025)

Agentic Multi-Persona Framework for Evidence-Aware Fake News Detection
by: Bukke, Roopa, et al.
Published: (2025)

GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection
by: Shen, Lingzhi, et al.
Published: (2024)

FUSE : Failure-aware Usage of Subagent Evidence for MultiModal Search and Recommendation
by: Vatsa, Tushar, et al.
Published: (2025)

General-Purpose Multi-Modal OOD Detection Framework
by: Duong, Viet, et al.
Published: (2023)

M3R: Localized Rainfall Nowcasting with Meteorology-Informed MultiModal Attention
by: Panta, Sanjeev, et al.
Published: (2026)

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection
by: Fu, Ruibo, et al.
Published: (2025)

MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild
by: Chumachenko, Kateryna, et al.
Published: (2024)

A Generalization Theory of Cross-Modality Distillation with Contrastive Learning
by: Lin, Hangyu, et al.
Published: (2024)

Cross-Modal Augmentation for Few-Shot Multimodal Fake News Detection
by: Jiang, Ye, et al.
Published: (2024)

Dac-Fake: A Divide and Conquer Framework for Detecting Fake News on Social Media
by: Jain, Mayank Kumar, et al.
Published: (2025)

Multi-view autoencoders for Fake News Detection
by: Pereira, Ingryd V. S. T., et al.
Published: (2025)

Multi-view Fake News Detection Model Based on Dynamic Hypergraph
by: Ye, Rongping, et al.
Published: (2024)

Cross-Domain Fake News Detection on Unseen Domains via LLM-Based Domain-Aware User Modeling
by: Yang, Xuankai, et al.
Published: (2026)

Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio?
by: Xie, Yuankun, et al.
Published: (2024)

Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy
by: Xie, Yuankun, et al.
Published: (2024)

MM-FusionNet: Context-Aware Dynamic Fusion for Multi-modal Fake News Detection with Large Vision-Language Models
by: He, Junhao, et al.
Published: (2025)

Disentangling Fact from Sentiment: A Dynamic Conflict-Consensus Framework for Multimodal Fake News Detection
by: Zhou, Weilin, et al.
Published: (2025)

ADD 2022: the First Audio Deep Synthesis Detection Challenge
by: Yi, Jiangyan, et al.
Published: (2022)

MINT: a Multi-modal Image and Narrative Text Dubbing Dataset for Foley Audio Content Planning and Generation
by: Fu, Ruibo, et al.
Published: (2024)

EELE: Exploring Efficient and Extensible LoRA Integration in Emotional Text-to-Speech
by: Qi, Xin, et al.
Published: (2024)

Multimodal Diffusion Transformer with Memory Bank for Scalable Long-Duration Talking Video Generation
by: Zhang, Haojie, et al.
Published: (2024)

A Macro- and Micro-Hierarchical Transfer Learning Framework for Cross-Domain Fake News Detection
by: Yang, Xuankai, et al.
Published: (2025)

Pareto Set Learning for Multi-Objective Reinforcement Learning
by: Liu, Erlong, et al.
Published: (2025)