I. Artificial Intelligence & Machine Learning

(Foundational Theories)

Machine Learning Fundamentals and Algorithms

Deep Learning and Neural Networks

Reinforcement Learning and Adaptive Systems

Transfer Learning and Meta-Learning

Federated Learning and Distributed Machine Learning

Generative Adversarial Networks and Generative Models

Probability Theory and Stochastic Processes

Numerical Computation and Optimization Methods

Information Theory and Coding Theory

Operations Research and Combinatorial Optimization

(Perception & Cognition)

Computer Vision and Image Understanding

Natural Language Processing and Speech Recognition

Knowledge Graphs and Semantic Understanding

Multimodal Learning and Cross-modal Analysis

Pattern Recognition and Intelligent Perception

Cognitive Computing and Affective Computing

Text Mining and Semantic Analysis

Spatial Data Analysis and Geocomputation

Bioinformatics and Computational Biology

Computational Geometry and Topological Analysis

(Application Systems)

Recommender Systems and Personalization

Anomaly Detection and Fault Diagnosis

Intelligent Decision-making and Optimal Control

Robotic Learning and Autonomous Systems

Autonomous Driving and Intelligent Transportation

Biomedical Artificial Intelligence

Financial Intelligence and Quantitative Analysis

Industrial Intelligence and Smart Manufacturing

Industrial Big Data Applications

Secure Computing and Privacy Preservation

◕ II. Intelligent Computing & Systems

(Computing Architectures)

Cloud Computing and Edge Computing

Distributed and High-Performance Computing

Quantum Computing and Quantum Machine Learning

Neuromorphic Computing and Brain-inspired Intelligence

Processing-in-Memory and Near-Data Processing

Photonics Computing and Novel Computing Paradigms

AI Chips and Hardware Acceleration

Next-generation Storage Architectures and Systems

High-performance Networking and Communications

Green Computing and Energy Efficiency Optimization

(Emerging Paradigms)

Digital Twins and Virtual Simulation

Metaverse and Immersive Computing

Blockchain and Trusted Computing

IoT and Intelligent Sensing

Embedded and Mobile Computing

Matrix Computation and Tensor Analysis

Differential Equations and Dynamical Systems

Big Data Analytics and Mining

Data Visualization and Interaction

Time-series Analysis and Predictive Modeling

III. Data Science & Applications

(Data Processing)

Graph Data and Network Analysis

Unstructured Data Processing

Data Governance and Quality Management

Data Security and Privacy Protection

Computational Modeling and Simulation

Intelligent Computing Application Cases

Financial Mathematics and Risk Management

Biomedical Data Analysis

Environmental Big Data Analysis

Social Network Analysis