◕ 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 and Evaluation

◕ 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 Syste

Agent Environmental Perception for Agents

Adaptive Agents

Agent Transfer Learning

Edge Intelligence

◕ Applications of Large Models and Agent Systems

Clinical Decision Support Agents

Large Models for Medical Image Analysis

Personalized Health Management Systems

Agents for Wearable Health Monitoring

Agents for Industrial Automation

Autonomous Driving Agents

Large Models for Autonomous Driving

Autonomous Agents for Aerospace Systems

Edge-Deployed Agent Systems

Agent Systems with Integrated Sensing and Communication

Autonomous Inspection Agents for Infrastructure

Dynamic Risk Assessment with Agent Systems