CFP

Call for Papers

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

📚︎TrackⅠ: Large Model Foundations and Algorithms

Pre-training Strategies and Scaling Laws

Efficient Fine-tuning and Parameter Optimization

Prompt Engineering and In-context Learning

Multimodal Alignment and Fusion Mechanisms

Model Architecture Innovation and Sparsification

Inference Acceleration and Computational Efficiency

Representation Learning and Knowledge Distillation

📚︎TrackⅡ: TMultimodal Understanding and Generative AI

Text-to-Image/Video Generation

Vision-Language Large Model Applications

3D Content Generation and Neural Rendering

Audio and Speech Synthesis

Cross-modal Retrieval and Matching

Advances in Generative Adversarial Networks (GANs)

Virtual Digital Humans and Motion Driving

AI-Assisted Creative Content Generation

To be confirmed; To be confirmed; To be confirmed; To be confirmed; To be confirmed; To be confirmed; To be confirmed;

📚︎Track Ⅲ: Trustworthy AI: Security, Privacy, and Ethics

Adversarial Attacks and Defense Mechanisms

Data Privacy Protection and Federated Learning

Model Robustness and Reliability Evaluation
Bias Detection and Fairness Research
Content Authenticity and Watermarking
Interpretability and Transparency of Large Models
Ethical Guidelines and Governance Frameworks
Deepfake Detection and Forensics

📚︎Track Ⅳ: Large Model Applications in Vertical Industries

Smart Healthcare and Drug Discovery
FinTech and Quantitative Trading
Smart Manufacturing and Industrial Inspection
Smart Education and Personalized Tutoring
Legal Document Analysis and Judicial Assistance
Autonomous Driving and Traffic Prediction
Smart Cities and Energy Management
Scientific Computing and Material Discovery