Call for Papers

Practical Optimization and Scalable Deployment of Educational LLMs

Lightweight LLM deployment for education
Discipline-specific LLM customization
Educational LLM hallucination mitigation
Low-cost model fine-tuning
Multimodal educational LLM integration
LLM factual accuracy optimization
Smart campus system compatibility
Application-oriented LLM evaluation

Educational Multi-Agent System Construction and Scenario Application

Multi-role agent interaction system
Agent group collaborative learning
Adaptive agent team scheduling
Human-agent hybrid teaching mode
Agent-based problem-solving simulation
Deployable educational agent platform
Agent knowledge sharing mechanism
Multi-agent system stability optimization

LLM-MAS Driven Personalized Learning & Precision Intervention

Dynamic student portrait modeling
Personalized learning path generation
Adaptive intelligent homework design
Knowledge weakness targeted intervention
Differentiated learning adaptation
Agent-assisted peer collaboration
Learning emotion adaptive tutoring
Learning trajectory intelligent analysis

Virtual Classroom and Intelligent Teaching Assistant Applications

Immersive virtual classroom construction
Virtual teacher-student interaction
AI-assisted instructional design
Full-process classroom intelligent monitoring
Hybrid teaching quality optimization
Agent-based classroom discussion simulation
Intelligent classroom management
Disciplinary immersive AI teaching

Intelligent Evaluation, Early Warning and Digital Education Governance

Intelligent automatic marking system
Multi-dimensional teaching evaluation
Academic risk early warning
Fair AI evaluation mechanism
Educational big data mining
AI evaluation indicator system
Student literacy comprehensive assessment
Smart campus digital governance

Risk Prevention, Data Security and Ethical Standardization

Educational data privacy protection
Algorithm bias and educational equity
Trusted multi-agent interaction
Generative AI content security audit
Campus AI application norms
Traceable AI teaching decision-making
Adolescent cognitive safety protection
Educational AI ethical specification

Cross-Disciplinary Innovative Applications of Educational LLM-MAS

STEM interdisciplinary intelligent teaching
Intelligent language and writing training
Vocational education intelligent upgrading
Inclusive and special education adaptation
Critical thinking ability cultivation
Intelligent academic research assistance
Digital twin smart campus
Cross-border collaborative learning

Industrial Practice, Standardization and Popularization

Educational AI industrial landing cases
Educational LLM technical standards
Industry-university-research cooperation
Low-cost educational AI popularization
Human-AI integrated education paradigm
Digital education policy research
Global AI education comparative study
Next-generation educational AI exploration