Shangfeng Huang
6 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
3d reconstruction
(5)
lidar point cloud
(3)
wireframe reconstruction
(3)
point cloud
(3)
building reconstruction
(3)
transformer architecture
(2)
point cloud processing
(2)
edge detection
(2)
corner detection
(1)
conditional diffusion
(1)
edge regression
(1)
building wireframe
(1)
edge prediction
(1)
urban modeling
(1)
roof structure
(1)
3d wireframe
(1)
3d building dataset
(1)
urban foundation model
(1)
building wireframe reconstruction
(1)
reinforcement learning
(1)
Papers
BuildingGPT: Auto-Regressive Building Wireframe Reconstruction Model with Reinforcement Learning
CVPR 2026
BuildingWorld: A Structured 3D Building Dataset for Urban Foundation Models
AAAI 2026
BWFormer: Building Wireframe Reconstruction from Airborne LiDAR Point Cloud with Transformer
CVPR 2025
EdgeDiff: Edge-aware Diffusion Network for Building Reconstruction from Point Clouds
CVPR 2025
PBWR: Parametric-Building-Wireframe Reconstruction from Aerial LiDAR Point Clouds
CVPR 2024
Building3D: A Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds
ICCV 2023