Topic 1: Foundation Models & Advanced Artificial Intelligence

● Multimodal Large Models
● AI for Science & Discovery
● Model Compression & Quantization
● Neuro-Symbolic AI & Reasoning
● Generative AI & Diffusion Models
● Autonomous Multi-Agent Systems
● Trustworthy AI & Alignment
● Edge AI & On-Device Deployment

Topic 2: Core Machine Learning & Deep Learning

● Self-Supervised & Few-Shot Learning
● Continual & Lifelong Learning
● Federated Learning & Optimization
● Graph Neural Networks (GNNs)
● Deep Reinforcement Learning
● Automated Machine Learning (AutoML)
● Probabilistic Machine Learning
● Transfer & Meta-Learning

Topic 3: Computer Vision, Graphics & Human-Computer Interaction

● 3D Vision & Neural Rendering (NeRF/Gaussian Splatting)
● Video Understanding & Action Recognition
● Object Detection & Scene Segmentation
● AR, VR & Mixed Reality (MR)
● Affective Computing & HCI
● Autonomous Driving Perception
● Medical Image Analysis
● Computer Graphics & Biometrics

Topic 4: Data Science, Big Data Analytics & Knowledge Engineering

● Knowledge Graphs & Semantic Web
● Real-Time Big Data Streaming
● Time-Series Forecasting & Anomaly Detection
● Privacy-Preserving Data Mining
● Heterogeneous Data Fusion
● Recommender Systems
● Urban Computing & Geospatial Analytics
● Distributed Data Warehousing

Topic 5: Next-Generation Computing Systems & Cyber Security

● Quantum Machine Learning
● Edge & Fog Computing Architectures
● LLM Security & Safety
● Blockchain & Decentralized AI
● AI-Driven Threat Detection
● Neuromorphic Computing
● High-Performance Computing (HPC)
● Cryptographic AI & Secure Computation