VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts
Mixture of ExpertMultimodal
Lab Meeting
2022/10/18
LIIRM: Leveraging Intra and Inter Modality Relationship for Multimodal Fake News Detection
Fake News DetectionMultimodal
Lab Meeting
2022/09/12
MFAN: Multi-modal Feature-enhanced Attention Networks for Rumor Detection
Fake News DetectionMultimodalAttentionModel Relationship
Lab Meeting
2022/08/25
MCAN: Multimodal Fusion with Co-Attention Networks for Fake News Detection
Fake News DetectionMultimodalAttention
Lab Meeting
2022/08/08
HMCAN: Hierarchical Multi-modal Contextual Attention Network for Fake News Detection
Fake News DetectionMultimodal
Lab Meeting
2022/07/25
M3FEND: Memory-Guided Multi-View Multi-Domain Fake News Detection
Fake News DetectionCross Domain
Lab Meeting
2022/07/14
FND-CLIP: Multimodal Fake News Detection via CLIP-Guided Learning
Fake News DetectionMultimodalRedundant InformationModel Relationship
Lab Meeting
2022/06/16
A Greedy Algorithm for Budgeted Multiple-Product Profit Maximization in Social Network
Profit MaximizationConference Keynote
MobiSocial 2022
2022/06/06
CMC: Cross-Modal Knowledge Distillation in Multi-Modal Fake News Detection
Fake News DetectionMultimodalModel RelationshipDeep Mutual Learning
Lab Meeting
2022/06/02
CAFE: Cross-modal Ambiguity Learning for Multimodal Fake News Detection
Fake News DetectionMultimodalModel Relationship
Lab Meeting
2022/05/19
GET: Evidence-aware Fake News Detection with Graph Neural Networks
Fake News DetectionMultimodalRedundant Information
Lab Meeting
2022/05/04
KMGCN: Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks
Fake News DetectionMultimodalRedundant InformationNewly-Emerged Event
Lab Meeting
2022/04/28
GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media
Fake News DetectionSocial Network
Lab Meeting
2022/04/14
EDDFN: Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data
Fake News DetectionMultimodalCross Domain
Lab Meeting
2022/03/31
EM-FEND: Improving Fake News Detection by Using an Entity-enhanced Framework to Fuse Diverse Multimodal Clues
Fake News DetectionMultimodal
Lab Meeting
2022/03/17
Pref-FEND: Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning
Fake News DetectionText
Lab Meeting
2022/03/03
Hetero-SCAN: Meta-Path-based Fake News Detection Leveraging Multi-level Social Context Information
Fake News DetectionSocial NetworkKnowledge GraphPost Propagation
Lab Meeting
2022/02/24
MDFEND: Multi-domain Fake News Detection
Fake News DetectionTextCross DomainMixture of Expert
Lab Meeting
2022/02/17
SpotFake: A Multi-modal Framework for Fake News Detection (& SpotFake+)
Fake News DetectionMultimodal
Lab Meeting
2022/01/27
MVAE: Multimodal Variational Autoencoder for Fake News Detection
Fake News DetectionMultimodalAuto Encoder
Lab Meeting
2022/01/18
Cross-lingual COVID-19 Fake News Detection
Fake News DetectionTextCross Lingual
Lab Meeting
2022/01/11
SAFE: Similarity-Aware Multi-Modal Fake News Detection
Fake News DetectionMultimodalModel RelationshipCourse Report
Data Mining
2021/12/09
DIDAN: Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News
Fake NewsNeural NewsModel Relationship
Lab Meeting
2021/11/16
R-GNN: Recurrent Graph Neural Networks for Rumor Detection in Online Forums
Fake News DetectionSocial NetworkPost Propagation
Lab Meeting
2021/10/19
Multimodal Detection of Information Disorder from Social Media
Fake News DetectionMultimodal
Lab Meeting
2021/10/12
Causal Understanding of Fake News Dissemination on Social Media
Social NetworkCausal UnderstandingHistorical Posts
Lab Meeting
2021/10/05
AA-HGNN: Adversarial Active Learning Based Heterogeneous Graph Neural Network for Fake News Detection
Fake News DetectionSocial NetworkNewly-Emerged EventPost Propagation
Lab Meeting
2021/09/28
Truth be Told: Fake News Detection Using User Reactions on Reddit
Fake News DetectionSocial NetworkUser Comments
Lab Meeting
2021/09/20
Mining Dual Emotion for Fake News Detection
Fake News DetectionSocial NetworkEmotion Data
Lab Meeting
2021/09/03
MetaFEND: Multimodal Emergent Fake News Detection via Meta Neural Process Networks
Fake News DetectionMultimodalNewly-Emerged EventFew Shot LearningMeta Learning
Lab Meeting
2021/08/26
Bi-GCN: Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks
Fake News DetectionSocial Network
Lab Meeting
2021/08/12
FANG: Leveraging Social Context for Fake News Detection Using Graph Representation
Fake News DetectionSocial NetworkPost Propagation
Lab Meeting
2021/08/05
WeFEND: Weak Supervision for Fake News Detection via Reinforcement Learning
Fake News DetectionTextNewly-Emerged EventReinforcement Learning
Lab Meeting
2021/07/23
SAFE: Similarity-Aware Multi-Modal Fake News Detection
Fake News DetectionMultimodalModel Relationship
Lab Meeting
2021/06/17
UPFD: User Preference-aware Fake News Detection
Fake News DetectionSocial NetworkHistorical PostsPost Propagation
Lab Meeting
2021/06/03
Interest Sustainability-Aware Recommender System
Recommender System
Lab Meeting
2021/05/20
CHAN: Convolutional Hierarchical Attention Network for Query-Focused Video Summarization
Video SummarizationAttention
Lab Meeting
2021/04/29
EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection
Fake News DetectionMultimodalNewly-Emerged EventAdversarial NetworkEvent-invariant
Lab Meeting
2021/03/18
MVNN: Exploiting Multi-domain Visual Information for Fake News Detection
Fake News DetectionImageAttention
Lab Meeting
2021/03/04