(Include but not limited to)
Track 1: Deep Learning Models and Algorithms
Convolutional Neural Network (CNN) and Deep Architectures
Recurrent Neural Network (RNN) and Sequence Modeling
Generative Adversarial Network (GAN) and Generative Models
Autoencoder and Representation Learning
Graph Neural Network and Graph Representation Learning
Deep Reinforcement Learning and Decision Making
Meta-Learning and Small Sample Learning
Self-Supervised and Semi-Supervised Learning
Transfer Learning and Domain Adaptation
Attention Mechanism and Transformer Architecture
Deep Metric Learning and Contrastive Learning
Model Compression, Pruning and Quantization
Efficient Training and Inference Optimization
Interpretability and Robust Deep Learning
Track 2: Natural Language Processing and Language Intelligence
Natural Language Understanding and Semantic Analysis
Text Classification, Clustering and Topic Modeling
Information Extraction and Knowledge Graph Construction
Named Entity Recognition and Relationship Extraction
Machine Translation and Multilingual Processing
Text Generation and Automatic Summarization
Question Answering Systems and Dialogue Systems
Sentiment Analysis and Opinion Mining
Architecture and Training of Large Language Models (LLMs)
Prompt Engineering and Instruction Fine-Tuning
Retrieval-Augmented Generation (RAG) Technology
Model Alignment and Human Feedback Reinforcement Learning (RLHF)
Multimodal Natural Language Processing
Cross-Language and Low-Resource Language Processing
Speech Recognition and Speech Synthesis
Interpretability in Natural Language Processing
Track 3: Intelligent Computing and System Applications
Intelligent Computing Theory and Algorithms
Edge Intelligence and End-Side AI
Federated Learning and Privacy-Preserving Computing
Cloud-Edge Collaboration and Distributed Intelligence
Intelligent Internet of Things (AIoT) and Cyber-Physical Systems
Big Data Analysis and Intelligent Decision Making
Intelligent Recommendation Systems and User Modeling
Computer Vision and Multimedia Analysis
Autonomous Driving and Intelligent Transportation
Smart Healthcare and Biomedical Informatics
Intelligent Manufacturing and Industrial Intelligence
Quantum Computing and Intelligent Computing Intersections
Intelligent System Security and Trustworthy AI
Sustainable and Green Intelligent Computing
......