Scholar
Hsiang-Wei Huang
Google Scholar ID: 4-OqJi4AAAAJ
University of Washington
Citations & Impact
Citations
317
H-index
9
i10-index
9
Publications
20
Co-authors
7
list available
Publications
Resume (English only)
Academic Achievements
- 1. Paper 'Warehouse Spatial Question Answering with LLM Agent' accepted by ICCV AI City Challenge Workshop
- 2. Team won 1st place in 2025 ICCV AI City Challenge Track 3: Warehouse Spatial Question Answering
- 3. Paper 'ToSA: Token Merging with Spatial Awareness' accepted by IROS 2025
- 4. One paper accepted by ICCV
- 5. Paper 'Zero-shot 3D Question Answering via Voxel-based Dynamic Token Compression' accepted by CVPR 2025 3D LLM/VLA Workshop
- 6. Team won 2nd place in 2025 SkiTB Visual Tracking Challenge
- 7. Paper 'MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking' accepted by ICASSP 2025
- 8. Released SAMURAI project
- 9. Team won 1st place in 2024 MMVPR Tracking Challenge in Multi-modal Visual Object Tracking
- 10. Paper 'ToddlerAct: A Toddler Action Recognition Dataset for Gross Motor Development Assessment' accepted by 2024 ECCV Workshop
- 11. Paper 'RT-Pose: A 4D Radar-Tensor based 3D Human Pose Estimation and Localization Benchmark' accepted by ECCV 2024
- 12. Co-first author paper 'An Online Approach and Evaluation Method for Tracking People Across Cameras in Extremely Long Video Sequence' accepted by 2024 CVPR AI City Challenge Workshop
- 13. Paper 'Boosting Online 3D Multi-Object Tracking through Camera-Radar Cross Check' accepted by 2024 IEEE Intelligent Vehicles Symposium
- 14. Paper 'A Density-Guided Temporal Attention Transformer for Indiscernible Object Counting in Underwater Videos' accepted by IEEE ICASSP 2024
- 15. Paper 'Sea You Later: Metadata-Guided Long-Term Re-Identification for UAV-Based Multi-Object Tracking' accepted by 2024 WACV 2nd Workshop on Maritime Computer Vision
- 16. Team won 1st place in 2024 MaCVi Challenge UAV Multi-Object Tracking and USV Multi-Object Tracking tracks
- 17. Paper 'Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in Sports' accepted by 2024 WACV Real-World Surveillance: Applications and Challenges Workshop
- 18. Co-first author paper 'Enhancing Multi-Camera People Tracking with Anchor-Guided Clustering and Spatio-Temporal Consistency ID Re-Assignment' accepted by 2023 CVPR AI City Challenge Workshop
Research Experience
- 1. Working with Prof. Jenq-Neng Hwang and the Information Processing Lab
- 2. Internship at Amazon CoRo Visual Perception Team
Education
- 1. University of Washington, Ph.D. in Electrical and Computer Engineering (Advisor: Prof. Jenq-Neng Hwang)
- 2. University of Washington, M.S. in Electrical and Computer Engineering
- 3. National Chiao Tung University, Bachelor's degree
Background
- Research interests include Spatial Intelligence, 3D Scene Understanding, and Multimodal Large Language Models. Currently a PhD candidate in Electrical and Computer Engineering at the University of Washington - Seattle.
Miscellany
- 1. Gave a talk at National Chiayi University (NCYU) on 'Deep Learning in Video Understanding: Applications, Challenges and Trend'
