Fei Hui
4 papers · 2024–2025 · 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
autonomous driving
(2)
3d object detection
(2)
graph neural network
(2)
lidar point cloud
(2)
efficient computing
(1)
real-time processing
(1)
state space model
(1)
spatial representation learning
(1)
point cloud processing
(1)
inference speed
(1)
geometric constraint
(1)
hypergraph neural network
(1)
real-time detection
(1)
3d registration
(1)
voxel feature encoding
(1)
multi-scale aggregation
(1)
neural network
(1)
spatial context aggregation
(1)
lidar 3d detection
(1)
pillar encoder
(1)
Papers
GeoFormer: Geometry Point Encoder for 3D Object Detection with Graph-based Transformer
ICCV 2025
HyperGCT: A Dynamic Hyper-GNN-Learned Geometric Constraint for 3D Registration
ICCV 2025
UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection
CVPR 2025
SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection
AAAI 2024