(Including but not limited to the following topics)
Topic 1: Big Data
Big data collection and cleaning technologies
Distributed storage and cloud computing
Big data processing frameworks (such as Hadoop, Spark)
Data warehouses and data lakes
Data quality and data governance
Real-time streaming data processing and analysis
Graph data management and graph computing
Big data visualization technologies
Data privacy protection and secure computing
Multi-source heterogeneous data fusion
Large-scale data mining algorithms
Data lifecycle management
Big data system performance optimization
Data traceability and metadata management
Edge computing and edge data management
Privacy compliance and ethics in big data
Topic 2: Artificial Intelligence
Machine learning and deep learning
Natural language processing and understanding
Computer vision and image recognition
Knowledge graphs and knowledge engineering
Reinforcement learning and intelligent decision-making
Recommendation systems and personalized algorithms
Interpretable artificial intelligence (XAI)
Generative AI (including large language models)
Multi-agent systems and collaborative intelligence
Federated learning and privacy computing
Small sample and zero sample learning
Time series prediction and analysis
Intelligent search and information retrieval
AI model compression and lightweight deployment
AI security and adversarial defense
Model evaluation and robustness improvement
Topic 3: Financial Technology
Intelligent risk control and credit assessment
Algorithmic trading and high-frequency trading
Blockchain technology and digital currencies (including CBDC)
Smart investment advice and wealth management
Financial big data analysis and quantitative investment
Anti-fraud systems and abnormal transaction detection
Innovations in payment and clearing systems (including mobile payment)
Digital banks and open banks
Regulatory technology (RegTech) and compliance automation
Insurance technology (InsurTech) and actuarial models
Financial text analysis and sentiment mining
Loan default prediction and intelligent collection
Financial large models and scenario-based applications
Asset securitization and smart contracts
Multimodal financial data analysis (images/speech/text)
Privacy protection and data security in financial technology
Cross-border payment and blockchain finance
Financial user profiling and precise marketing