01
AI Foundations
Evolutionary computingBayesian and Neural NetworksDecision/Utility Theory and Decision OptimizationSearch, SAT, and CSPDescription Logic and Ontologies
02
AI in Domain-specific Applications
AI in Computational Biology, Medicine and Biomedical ApplicationsAI in WWW, Communication, Social Networking, Recommender Systems, Games and E-CommerceAI in Finance and Risk ManagementAI in Computer SystemsAI in Robotics, Computer Vision and GamesAI in Natural Language ProcessingAI in Software Engineering, Real-Time and Embedded Applications, and Sensor NetworksAI in Cloud Computing, Data-Intensive Applications and Online/Streaming and Multimedia SystemsAI in Web Search and Information RetrievalAI in Computer Security, Data Privacy, and Information AssuranceAI in Data Analytics and Big DataVisual Analytics for Big DataComputational Modeling for Big DataLarge-scale Recommendation and Social Media SystemsCloud/Grid/Stream Data Mining for Big Velocity DataSemantic-based Big Data MiningAI in Smart Cities Healthcare, Traffic, Transportation, Environment, etc.
03
AI Synergistic models
Bridging AI Models for Advanced AI
04
AI and Societal Impact
AI Fairness, Accountability and TransparencyAI interpretability and explainabilityEthical and Trustworthy AI
05
Machine Learning
Dimension Reduction and Feature Selectioncomputing Learning Graphical Models and Complex NetworksActive, Cost-Sensitive, Semi-Supervised, Multi-Instance, Multi-Label and Multi-Task LearningTransfer/Adaptive, Rational and Structured LearningPreference/Ranking, Ensemble, and Reinforcement LearningLearn continuous-Incremental Learning
06
Knowledge Representation, Reasoning and Cognitive Modelling
Knowledge Representation, ReasoningKnowledge Extraction, Management and SharingCase-based Reasoning and Knowledge-based SystemsCognitive Modelling and Semantic Web
07
AI and Decision Systems
Decision Guidance and Support SystemsOptimization-based Recommender SystemsGroup, Distributed, and Collaborative DecisionsCrowd-sourcing and Collective IntelligenceDecision-making Strategic, Tactical and Operational-level DecisionsDecision-making in Social and Mobile Networks
08
Uncertainty in AI
Uncertainty and FuzzinessRepresentation and ReasoningApproximate/Exact Probabilistic Inference
09
Natural Language Processing
Natural Language Processing/UnderstandingLarge language modelsDialogue systems and digital assistants/chatbots
10
AI in Quantum Computing and Systems
Quantum machine learning (QML), hybrid quantum–classical AIVariational quantum algorithms (e.g., QAOA, VQE) for AI tasksAI for quantum system design, control, and error mitigationAI for distributed and networked quantumBenchmarking and evaluation of quantum AI systems