ANGEL MaaS Agents Platform
Advanced Model Integration System with Automated Data Analysis
Seamlessly access our research group's computational models and analyze data from Singapore's Open
Data Portal
Available Models
Our research group's representative computational models accessible through MCP servers
MultiGO
Towards Multi-Level Geometry Learning for Monocular 3D Textured Human Reconstruction
Active
MedRAG
Knowledge Graph-Enhanced Medical RAG for precise diagnosis and personalized treatment recommendations
Active
Locality-Aware Gait Encoding
Self-supervised person re-identification using 3D skeleton data with 15-40% accuracy improvement
Active
Test-Time Model Adaptation
Test-Time Model Adaptation with Only Forward Passes.
Active
Reasoning
SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning
Active
Skeleton-based person re-identification
SimMC: Simple masked contrastive learning of skeleton representations for unsupervised person re-identification
Active
Time series forecasting
Latent diffusion transformer for probabilistic time series forecasting
Active
Face Swapping
An Efficient Attribute-Preserving Framework for Face Swapping
Active
Multimodal Recommendation
Enhancing Dyadic Relations with Homogeneous Graphs for Multimodal Recommendation.
Active
Federated Unlearning
FedCIO: Efficient Exact Federated Unlearning with Clustering, Isolation, and One-shot Aggregation.
Active
Explainable Inductive Relation Prediction
Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer.
Active
Patient-side Disease Prediction
Enabling Patient-side Disease Prediction via the Integration of Patient Narratives.
Active
Augmented Code Search
Large Language Model Augmented Code Search.
Active
Attack and evaluate the robustness of heterogeneous GNN models
Attack and evaluate the robustness of heterogeneous GNN models
Active
Anchoring Path for Inductive Relation Prediction in Knowledge Graphs
Anchoring Path for Inductive Relation Prediction in Knowledge Graphs
ActiveSingapore Use Cases
Practical applications leveraging local data for real-world impact
Smart City & Urban Planning
Government Agencies & Urban Planners
Extract and analyze data from Singapore Open Data Portal to optimize traffic management, improve sustainability, and enhance quality of life for residents.
- Traffic flow optimization
- Public transport efficiency analysis
- Urban heat island monitoring
- Green space utilization studies
Public Health & Safety
Healthcare Agencies & Researchers
Monitor health trends, predict outbreaks, and visualize healthcare infrastructure needs using local health data and advanced predictive models.
- Disease outbreak prediction
- Healthcare resource allocation
- Public health policy impact analysis
- Emergency response optimization
Business Intelligence
Local Enterprises & Startups
Analyze market trends, consumer behavior, and competitive dynamics using data from EDB and other local business intelligence platforms.
- Market trend analysis
- Consumer behavior insights
- Competitive landscape mapping
- Investment opportunity identification