Qihua Zhou
Scholar

Qihua Zhou

Google Scholar ID: vsD8e8QAAAAJ
Shenzhen University
Edge AI SystemsTiny Machine LearningOn-Device LearningDistributed Machine Learning
Citations & Impact
All-time
Citations
704
 
H-index
15
 
i10-index
18
 
Publications
20
 
Co-authors
14
list available
Resume (English only)
Academic Achievements
  • Papers Published: DeNC++ (AAAI’26), D2MoE (ACM MobiCom’25), DeNC (AAAI’25), Mjölnir (AAAI’25), FedFoA (IEEE TNNLS’24), pNAS (IEEE TC’24), pFedC (IEEE TMC’24), FreePIH (ACM Multimedia’24), ParsNets (IJCAI’24), PASS (IEEE TPAMI’24), Chiron (IEEE TMC’24).
Research Experience
  • Distinguished Professor at the College of Computer Science and Software Engineering, Shenzhen University. Co-founder of Hong Kong DrBody Co., Limited. Works closely with Prof. Laizhong Cui at SZU and Prof. Song Guo at HKUST.
Education
  • Ph.D. in Department of Computing, Hong Kong Polytechnic University, supervised by Prof. Song Guo; Ph.D. in College of Automation and College of Artificial Intelligence, Nanjing University of Posts and Telecommunications, supervised by Prof. Yanfei Sun.
Background
  • Research Interests: Design, optimization, and deployment of highly-efficient Edge Embodied AI Systems, covering the research intersection of Efficient AI Computing, Efficient MoE/LLM Serving, Diffusion Generative and VLA Models, Tiny/On-Device Machine Learning, Neural Video Codecs, and AI for Healthcare. Brief Introduction: Aims at developing edge-native AI/ML systems that empower ubiquitous intelligent services, particularly in resource-constrained environments, to enrich human life in diverse aspects.