BotTrans: A Multi-Source Graph Domain Adaptation Approach for Social Bot Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shi, Boshen, Wang, Yongqing, Guo, Fangda, Shao, Jiangli, Shen, Huawei, Cheng, Xueqi
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Social and Information Networks
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Graph Domain Adaptation: Challenges, Progress and Prospects
by: Shi, Boshen, et al.
Published: (2024)

BotDGT: Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers
by: He, Buyun, et al.
Published: (2024)

FCS-HGNN: Flexible Multi-type Community Search in Heterogeneous Information Networks
by: Chen, Guoxin, et al.
Published: (2023)

SeBot: Structural Entropy Guided Multi-View Contrastive Learning for Social Bot Detection
by: Yang, Yingguang, et al.
Published: (2024)

Certainly Bot Or Not? Trustworthy Social Bot Detection via Robust Multi-Modal Neural Processes
by: Wu, Qi, et al.
Published: (2025)

BotUmc: An Uncertainty-Aware Twitter Bot Detection with Multi-view Causal Inference
by: Yang, Tao, et al.
Published: (2025)

Social Bots: Detection and Challenges
by: Yang, Kai-Cheng, et al.
Published: (2023)

Are LLM-Powered Social Media Bots Realistic?
by: Ng, Lynnette Hui Xian, et al.
Published: (2025)

What is a Social Media Bot? A Global Comparison of Bot and Human Characteristics
by: Ng, Lynnette Hui Xian, et al.
Published: (2025)

Skyline Community Search over Edge-Attributed Bipartite Graphs
by: Guo, Fangda, et al.
Published: (2024)

Demystifying Misconceptions in Social Bots Research
by: Cresci, Stefano, et al.
Published: (2023)

Adversarial Botometer: Adversarial Analysis for Social Bot Detection
by: Najari, Shaghayegh, et al.
Published: (2024)

BotSCL: Heterophily-aware Social Bot Detection with Supervised Contrastive Learning
by: Wu, Qi, et al.
Published: (2023)

HW-GNN: Homophily-Aware Gaussian-Window Constrained Graph Spectral Network for Social Network Bot Detection
by: Liu, Zida, et al.
Published: (2025)

BotSim: Mitigating The Formation Of Conspiratorial Societies with Useful Bots
by: Ng, Lynnette Hui Xian, et al.
Published: (2026)

Unmasking Social Bots: How Confident Are We?
by: Giroux, James, et al.
Published: (2024)

Dynamic Simulation Framework for Disinformation Dissemination and Correction With Social Bots
by: Qiao, Boyu, et al.
Published: (2025)

RoGBot: Relationship-Oblivious Graph-based Neural Network with Contextual Knowledge for Bot Detection
by: Anshul, Ashutosh, et al.
Published: (2025)

BotSSCL: Social Bot Detection with Self-Supervised Contrastive Learning
by: Akhtar, Mohammad Majid, et al.
Published: (2024)

LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection
by: Cai, Zijian, et al.
Published: (2023)

MGDIL: Multi-Granularity Summarization and Domain-Invariant Learning for Cross-Domain Social Bot Detection
by: Qiao, Boyu, et al.
Published: (2026)

SAHG: Sector-Anisotropic Hyperbolic Graph Model for Social Bot Detection
by: Lu, Hanning, et al.
Published: (2026)

BotVerse: Real-Time Event-Driven Simulation of Social Agents
by: Allegrini, Edoardo, et al.
Published: (2026)

CACL: Community-Aware Heterogeneous Graph Contrastive Learning for Social Media Bot Detection
by: Chen, Sirry, et al.
Published: (2024)

BotHash: Efficient and Training-Free Bot Detection Through Approximate Nearest Neighbor
by: Di Paolo, Edoardo, et al.
Published: (2025)

A Graph Neural Architecture Search Approach for Identifying Bots in Social Media
by: Tzoumanekas, Georgios, et al.
Published: (2024)

Unsupervised Social Bot Detection via Structural Information Theory
by: Peng, Hao, et al.
Published: (2024)

LGB: Language Model and Graph Neural Network-Driven Social Bot Detection
by: Zhou, Ming, et al.
Published: (2024)

RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection
by: Zhang, Longlong, et al.
Published: (2026)

Social Media Bot Detection Research: Review of Literature
by: Rodič, Blaž
Published: (2025)

Bots Don't Sit Still: A Longitudinal Study of Bot Behaviour Change, Temporal Drift, and Feature-Structure Evolution
by: Alzahrani, Ohoud, et al.
Published: (2025)

Social Cyber Geographical Worldwide Inventory of Bots
by: Ng, Lynnette Hui Xian, et al.
Published: (2025)

The Dual Personas of Social Media Bots
by: Ng, Lynnette Hui Xian, et al.
Published: (2025)

ChestyBot: Detecting and Disrupting Chinese Communist Party Influence Stratagems
by: Stoffolano, Matthew, et al.
Published: (2025)

You are a Bot! -- Studying the Development of Bot Accusations on Twitter
by: Assenmacher, Dennis, et al.
Published: (2023)

Incentivizing News Consumption on Social Media Platforms Using Large Language Models and Realistic Bot Accounts
by: Askari, Hadi, et al.
Published: (2024)

MSM-BD: Multimodal Social Media Bot Detection Using Heterogeneous Information
by: Wu, Tingxuan, et al.
Published: (2024)

BotSim: LLM-Powered Malicious Social Botnet Simulation
by: Qiao, Boyu, et al.
Published: (2024)

Enhancing Twitter Bot Detection via Multimodal Invariant Representations
by: Gong, Jibing, et al.
Published: (2024)

Assembling a Multi-Platform Ensemble Social Bot Detector with Applications to US 2020 Elections
by: Ng, Lynnette Hui Xian, et al.
Published: (2024)