Xingrui Yang
SLAM · Neural Reconstruction · Robotics
CARDC
CARDC
I work on visual SLAM, neural implicit 3D reconstruction, and place recognition for robots. Previously with Prof. Andrew Calway (University of Bristol) and Prof. Guofeng Zhang (State Key Lab of CAD&CG, Zhejiang University).
News
2026New preprint — “VFM-Recon: cross-domain neural reconstruction with scale-aligned foundation priors” on arXiv.
2026New preprint — “Terrain Perception for Agricultural UAVs via Rotating mmWave Radar” on arXiv.
2025“Benchmarking Neural Radiance Fields for Autonomous Robots” published in Engineering Applications of AI.
2025“ViPER: Visual Incremental Place Recognition” accepted to IEEE Robotics and Automation Letters.
2024“AEGIS-Net” presented at ICASSP 2024; “Vox-Fusion++” released on arXiv.
Publications
| 2026 | VFM-Recon: Unlocking Cross-Domain Scene-Level Neural Reconstruction with Scale-Aligned Foundation Priors Ming Y, Xi T, Yang X, et al. · arXiv:2603.12657 | arXiv |
| 2025 | Benchmarking Neural Radiance Fields for Autonomous Robots: An Overview Ming Y, Yang X, Wang W, et al. · Engineering Applications of AI | EAAI |
| 2024 | Vox-Fusion++: Voxel-based Neural Implicit Dense Tracking and Mapping with Multi-Maps Zhai H, Li H, Yang X, et al. · arXiv:2403.12536 | arXiv |
| 2023 | ImTooth: Neural Implicit Tooth for Dental Augmented Reality Li H, Zhai H, Yang X, et al. · IEEE TVCG | TVCG |
| 2022 | Vox-Fusion: Dense Tracking and Mapping with Voxel-based Neural Implicit Representation Yang X, Li H, Zhai H, Ming Y, Liu Y, Zhang G · ISMAR 2022 | ISMAR |
| 2022 | FD-SLAM: 3-D Reconstruction Using Features and Dense Matching Yang X, Ming Y, Cui Z, Calway A · ICRA 2022 | ICRA |
Projects
Vox-Fusion
Dense tracking & mapping with a voxel-based neural implicit representation.
Python · 281★ · ISMAR 2022
eval3r
Toolkit to save, evaluate, and visualize 3D reconstruction predictions.
Python · 7★
re_KV-Tracker
Re-implementation of KV-Tracker real-time pose tracking with transformers.
Python · 1★
benchmarking-NeRF
Curated paper list for the NeRF-for-robots benchmarking overview.
List · 2★
dpvo-ros
ROS2 port of Deep Patch Visual Odometry (DPVO).
C++ · 1★
re_DeepLocalShapes
Replication of the Deep Local Shapes method.
Python · archived