Scholar
Kanglei Zhou
Google Scholar ID: yG1FaioAAAAJ
Beihang University
Citations & Impact
Citations
379
H-index
11
i10-index
11
Publications
20
Co-authors
5
list available
Publications
Resume (English only)
Academic Achievements
- - Publications:
- - PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction, TIP 2025
- - Adaptive Score Alignment Learning for Continual Perceptual Quality Assessment of 360-Degree Videos in Virtual Reality, IEEE VR 2025 - TVCG
- - MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment, ECCV 2024
- - CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment, IJCAI 2024
- - Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising, TVCG 2023
- - Successfully defended PhD thesis
- - Launched a new personal website
Research Experience
- - Research on human motion analysis, addressing challenges such as motion perception anomalies, negative transfer due to limited samples, and catastrophic forgetting in non-stationary data distributions
- - Research proposal on Multi-Modal Action Quality Assessment, focusing on modality heterogeneity, missing data, and lack of interpretability in current methods
Education
- - PhD in CS, 2020-Now, Beihang University, advisor not specified
- - Visiting Student, 2024, Durham University
- - BSc in CS, 2016-2020, Henan Normal University
- - Exchange Student, 2019, Frankfurt University of Applied Science
Background
- - Research Interests: Human motion analysis, VR/AR/MR, Continual learning
- - Field: Computer Science
- - Brief Introduction: A final-year PhD candidate at the State Key Lab of VR Technology and Systems, SCSE, Beihang University, expected to graduate in June 2025.
Miscellany
- - Personal Interest: During an oral presentation at ECCV 2024, the automatic translation system rendered Kanglei as Connie. Since the pronunciation is also quite similar, decided to keep Connie as the English name.
