The topics of interest for submission include, but are not limited to:

◕ Track 1: Large Model Theory and Technology

Generative Large Models
Pre-trained Language Models
Multimodal Fusion
Efficient Training and Optimization of Large Models
Distributed and Parallel Training Systems
Model Compression and Lightweight Design
Hardware Acceleration and Heterogeneous Computing
Reinforcement Learning with Large Models
Interpretability and Behavioral Analysis
Open-Source Models and Ecosystems
Symbolic and Logical Reasoning
Causal Inference
Agent Decision Making and Cognition Modeling
Online and Continual Learning
Safety, Alignment

◕  Track 2: Intelligent Agent Frameworks and Multi-Agent Systems

Agent Cognitive Architecture
Agent System Design
Task Planning and Goal Decomposition
Tool use and Action Orchestration
Multi-Agent Collaboration
Embodied Agents
Human-Agent Collaborative System
Environment Perception and Pattern Recognition
Adaptive Agents
Agent Transfer Learning
Networked Multi-Agent Systems
Social Simulation and Interaction in Multi-Agent Systems and Evaluation

◕  Track 3: Applications of Large Models and Agent Systems

Clinical Decision Support Agents
Generative Medical Imaging
Digital Health
Wearable Intelligent Agents
Industrial Autonomous Agents
Intelligent Manufacturing
Embodied Driving Agents
Driving Foundation Models
Intelligent Transportation Systems
Aerospace Autonomous Systems
Robotics
Artificial Intelligence of Things (AIoT)
Edge Intelligence
Integrated Sensing-Communication-Computing
Autonomous Inspection Systems
Dynamic Risk Modeling
Intelligent Video Surveillance
Urban Science and Intelligent Systems
Cybersecurity and Autonomous Intelligence

l Other related topics