Imagen de Portada

AffectAgent: Collaborative Multi-Agent Reasoning for Retrieval-Augmented Multimodal Emotion Recognition

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Wang, Zeheng, Yu, Zitong, Zhu, Yijie, Zhao, Bo, Liang, Haochen, Wang, Taorui, Xia, Wei, Zhang, Jiayu, Liu, Zhishu, Ma, Hui, Ma, Fei, Tian, Qi
Formato:	Preprint
Publicado:	2026
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Navigating the Emotion Tree: Hierarchical Hyperbolic RAG for Multimodal Emotion Recognition
por: Wang, Zeheng, et al.
Publicado: (2026)

AULLM++: Structural Reasoning with Large Language Models for Micro-Expression Recognition
por: Liu, Zhishu, et al.
Publicado: (2026)

Complementarity-Supervised Spectral-Band Routing for Multimodal Emotion Recognition
por: Huang, Zhexian, et al.
Publicado: (2026)

SVC 2025: the First Multimodal Deception Detection Challenge
por: Lin, Xun, et al.
Publicado: (2025)

TC-GS: Tri-plane based compression for 3D Gaussian Splatting
por: Wang, Taorui, et al.
Publicado: (2025)

Multimodal Fusion via Hypergraph Autoencoder and Contrastive Learning for Emotion Recognition in Conversation
por: Yi, Zijian, et al.
Publicado: (2024)

HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation
por: Liu, Pei, et al.
Publicado: (2025)

Leveraging Retrieval Augment Approach for Multimodal Emotion Recognition Under Missing Modalities
por: Fan, Qi, et al.
Publicado: (2024)

MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning
por: Xia, Peng, et al.
Publicado: (2025)

Project Riley: Multimodal Multi-Agent LLM Collaboration with Emotional Reasoning and Voting
por: Ortigoso, Ana Rita, et al.
Publicado: (2025)

SURE: Synergistic Uncertainty-aware Reasoning for Multimodal Emotion Recognition in Conversations
por: Cai, Yiqiang, et al.
Publicado: (2026)

ARK: A Dual-Axis Multimodal Retrieval Benchmark along Reasoning and Knowledge
por: Lin, Yijie, et al.
Publicado: (2026)

Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
por: Li, Yangning, et al.
Publicado: (2024)

From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Training Retrieval-Augmented Generation Agents
por: Li, Muzhi, et al.
Publicado: (2025)

SensingAgents: A Multi-Agent Collaborative Framework for Robust IMU Activity Recognition
por: Zheng, Naiyu, et al.
Publicado: (2026)

ML-ECS: A Collaborative Multimodal Learning Framework for Edge-Cloud Synergies
por: Liu, Yuze, et al.
Publicado: (2026)

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
por: Cheng, Zebang, et al.
Publicado: (2024)

Requesting Expert Reasoning: Augmenting LLM Agents with Learned Collaborative Intervention
por: Wang, Zhiming, et al.
Publicado: (2026)

Agent-Based Modular Learning for Multimodal Emotion Recognition in Human-Agent Systems
por: Nepomnyaschiy, Matvey, et al.
Publicado: (2025)

RECON: Reasoning with Condensation for Efficient Retrieval-Augmented Generation
por: Xu, Zhichao, et al.
Publicado: (2025)

Cooperative Sentiment Agents for Multimodal Sentiment Analysis
por: Wang, Shanmin, et al.
Publicado: (2024)

AgentIR: Reasoning-Aware Retrieval for Deep Research Agents
por: Chen, Zijian, et al.
Publicado: (2026)

DEEMO: De-identity Multimodal Emotion Recognition and Reasoning
por: Li, Deng, et al.
Publicado: (2025)

MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning
por: Nguyen, Thang, et al.
Publicado: (2025)

SVC 2026: the Second Multimodal Deception Detection Challenge and the First Domain Generalized Remote Physiological Measurement Challenge
por: Zhu, Dongliang, et al.
Publicado: (2026)

Multimodal Video Emotion Recognition with Reliable Reasoning Priors
por: Wang, Zhepeng, et al.
Publicado: (2025)

A Multimodal Fusion Network For Student Emotion Recognition Based on Transformer and Tensor Product
por: Xiang, Ao, et al.
Publicado: (2024)

Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval
por: Tu, Rong-Cheng, et al.
Publicado: (2025)

Efficient Agent: Optimizing Planning Capability for Multimodal Retrieval Augmented Generation
por: Wang, Yuechen, et al.
Publicado: (2025)

AgentCo-op: Retrieval-Based Synthesis of Interoperable Multi-Agent Workflows
por: Shen, Shuaike, et al.
Publicado: (2026)

Superintelligent Retrieval Agent: The Next Frontier of Information Retrieval
por: Yang, Zeyu, et al.
Publicado: (2026)

Cross-Space Synergy: A Unified Framework for Multimodal Emotion Recognition in Conversation
por: Lyu, Xiaosen, et al.
Publicado: (2025)

AffectGPT: Dataset and Framework for Explainable Multimodal Emotion Recognition
por: Lian, Zheng, et al.
Publicado: (2024)

AU-LLM: Micro-Expression Action Unit Detection via Enhanced LLM-Based Feature Fusion
por: Liu, Zhishu, et al.
Publicado: (2025)

UniShield: Unified Face Attack Detection via KG-Informed Multimodal Reasoning
por: Li, Hongrui, et al.
Publicado: (2026)

In-Context Examples Matter: Improving Emotion Recognition in Conversation with Instruction Tuning
por: Ma, Hui, et al.
Publicado: (2025)

TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning
por: Ni, Hang, et al.
Publicado: (2025)

CiQi-Agent: Aligning Vision, Tools and Aesthetics in Multimodal Agent for Cultural Reasoning on Chinese Porcelains
por: Wang, Wenhan, et al.
Publicado: (2026)

Towards Multi-Agent Reasoning Systems for Collaborative Expertise Delegation: An Exploratory Design Study
por: Xu, Baixuan, et al.
Publicado: (2025)

Collaborative Belief Reasoning with LLMs for Efficient Multi-Agent Collaboration
por: Wang, Zhimin, et al.
Publicado: (2025)