Weiming Huang
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Deep Learning
(3)
Architectures
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Keywords
representation learning
(3)
semantic annotation
(2)
attention mechanism
(2)
region embedding
(2)
contrastive learning
(2)
category hierarchy
(1)
graph augmentation
(1)
graph convolutional network
(1)
road network
(1)
location-based service
(1)
latent space alignment
(1)
human mobility
(1)
negative sampling
(1)
urban computing
(1)
disentangled learning
(1)
mobility data
(1)
urban region embedding
(1)
point-of-interest data
(1)
category representation
(1)
street view image
(1)
Papers
Cross-City Latent Space Alignment for Consistency Region Embedding
ICML 2025
Exploring Urban Semantics: A Multimodal Model for POI Semantic Annotation with Street View Images and Place Names
IJCAI 2024
Learning Hierarchy-Enhanced POI Category Representations Using Disentangled Mobility Sequences
IJCAI 2024
Road Network Representation Learning with the Third Law of Geography
NeurIPS 2024
Urban Region Embedding via Multi-View Contrastive Prediction
AAAI 2024
Towards an Integrated View of Semantic Annotation for POIs with Spatial and Textual Information
IJCAI 2023