Liyan Chen
5 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Deep Learning
(2)
Analysis
(2)
Core AI · Artificial Intelligence
(2)
Knowledge & Reasoning
(1)
Robotics
(1)
Architectures
(1)
Capabilities
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types
(1)
Models
(1)
Keywords
link prediction
(1)
multi-task learning
(1)
disparity estimation
(1)
kl divergence
(1)
multimodal learning
(1)
point cloud
(1)
scene reconstruction
(1)
gaussian splatting
(1)
graph embedding
(1)
stereo matching
(1)
knowledge base completion
(1)
knowledge graph embedding
(1)
entity embedding
(1)
information gain
(1)
3d gaussian splatting
(1)
uncertainty estimation
(1)
flash attention
(1)
topological regularization
(1)
multimodal embedding
(1)
active mapping
(1)
Papers
ActiveGAMER: Active GAussian Mapping through Efficient Rendering
CVPR 2025
Flash3D: Super-scaling Point Transformers through Joint Hardware-Geometry Locality
CVPR 2025
Enhancing Implicit Shape Generators Using Topological Regularizations
ICML 2024
Learning the Distribution of Errors in Stereo Matching for Joint Disparity and Uncertainty Estimation
CVPR 2023
Embedding Multimodal Relational Data for Knowledge Base Completion
EMNLP 2018