Scholar
Qiuhong Ke
Google Scholar ID: 84qxdhsAAAAJ
ARC DECRA Fellow, Senior Lecturer, Monash University
Deep Learning
Computer Vision
Action Recognition
Video Understanding
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Citations & Impact
All-time
Citations
3,957
H-index
26
i10-index
41
Publications
20
Co-authors
0
Contact
Email
myresearch@monash.edu
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Publications
16 items
Structured Causal Video Reasoning via Multi-Objective Alignment
2026
Cited
0
ST-GDance++: A Scalable Spatial-Temporal Diffusion for Long-Duration Group Choreography
2026
Cited
0
Omni2Sound: Towards Unified Video-Text-to-Audio Generation
arXiv.org · 2026
Cited
0
Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation
2025
Cited
0
TSkel-Mamba: Temporal Dynamic Modeling via State Space Model for Human Skeleton-based Action Recognition
2025
Cited
0
DynaPURLS: Dynamic Refinement of Part-aware Representations for Skeleton-based Zero-Shot Action Recognition
2025
Cited
0
EAvatar: Expression-Aware Head Avatar Reconstruction with Generative Geometry Priors
2025
Cited
0
ST-GDance: Long-Term and Collision-Free Group Choreography from Music
2025
Cited
0
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Resume (English only)
Academic Achievements
1962 Medal from Australian Computer Society (2019) for work in video recognition technology
APRS Early Career Researcher Award from Australian Pattern Recognition Society (2020)
56 research outputs as of 2025 (including conference papers, journal articles, etc.)
Led or participated in major projects including:
- 'Towards Automated, Generalised and Flexible Bone and Joint Measurements' (NIP R4, 2025–2029, PCI)
- 'Generative Models for Generalised Skeleton-based Human Action Recognition' (ARC-funded, 2025–2028, PCI)
- 'Trustworthy Generative AI: Towards Safe and Aligned Foundation Models' (TMLGenAI, 2024–2026, CI)
- 'Automatic Image Processing and Understanding Based on Deep Learning' (2023–2025, PCI)
Education
PhD in Computer Science, The University of Western Australia (Feb 16, 2015 – Apr 20, 2018)
Thesis: “Deep Learning for Action Recognition and Prediction”
PhD awarded on August 27, 2018
Recipient of the International Postgraduate Research Scholarship (2015)
Thesis received Dean’s List - Honourable Mention from The University of Western Australia (2018)
Co-authors
0 total
Co-authors: 0 (list not available)
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