Xiyu Zhang
Scholar

Xiyu Zhang

Google Scholar ID: fbJLEX8AAAAJ
Northwestern Polytechnical University
3D computer visionpoint cloud processinggraph neural networks
Citations & Impact
All-time
Citations
273
 
H-index
4
 
i10-index
3
 
Publications
8
 
Co-authors
4
list available
Resume (English only)
Academic Achievements
  • 1. 'Mutual Voting for Ranking 3D Correspondences', in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
  • 2. '3D Registration with Maximal Cliques', in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
  • 3. 'MAC: Maximal Cliques for 3D Registration', in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
  • 4. 'Instance by instance: An iterative framework for multi-instance 3d registration', in IEEE/CAA Journal of Automatica Sinica, 2024
  • 5. 'MAC++: Going Further with Maximal Cliques for 3D Registration', in Proceedings of the International Conference on 3D Vision, 2025
  • 6. 'Unlocking Generalization Power in LiDAR Point Cloud Registration', in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
  • 7. 'HyperGCT: A Dynamic Hyper-GNN-Learned Geometric Constraint for 3D Registration', in Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025
Education
  • Ph.D. candidate at the School of Computer Science, Northwestern Polytechnical University
Background
  • Currently pursuing a Ph.D. degree at the School of Computer Science, Northwestern Polytechnical University. Research interests include 3D feature matching and 3D point cloud registration.
Miscellany
  • Personal homepage: https://skylerhallinan.com/