Papers

6

Total Citations

140

H-Index

3

About

Xi Zheng is a multidisciplinary researcher whose work spans robotics, computer vision, smart contracts, and edge computing, with particular strength at the intersection of artificial intelligence and real-world autonomous systems. His most influential contribution, "Unsupervised-Learning-Based Continuous Depth and Motion Estimation With Monocular Endoscopy for Virtual Reality Minimally Invasive Surgery" (2020, 95 citations), advances the frontier of surgical robotics by enabling immersive 3D visualization in systems like the Da Vinci robot — a breakthrough with meaningful clinical implications. Beyond medical robotics, Zheng has addressed security vulnerabilities in multi-agent robotic systems through blockchain and smart contract frameworks, most notably with SolGuard (2021, 34 citations), which tackles external call exploits in decentralized robotic architectures. His earlier work on Quasi Monte Carlo localization demonstrates a longstanding interest in mobile robot navigation, while his research on edge robotics for COVID-19 monitoring reflects an ability to pivot toward urgent societal challenges. Across his career, Zheng has consistently bridged theoretical innovation with practical deployment, making him a notable contributor to the evolving landscape of intelligent, secure, and autonomous robotic systems.

Research Focus

Key Achievements

3
H-Index
6
Papers
140
Total Citations
23
Avg Citations/Paper
🏆 Most Cited Paper
Unsupervised-Learning-Based Continuous Depth and Motion Estimation With Monocular Endoscopy for Virtual Reality Minimally Invasive Surgery
95 citations · 2020
📈 Most Prolific Year: 2020 (2 Papers)
🤝 Key Collaborators: 20
🏛 Institutions: Macquarie University, Institute of Electrical and Electronics Engineers, Jining Medical University

Top Papers

  1. 1
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  3. 3
    The Role of Edge Robotics As-a-Service in Monitoring COVID-19 Infection
    4 citations · 2020
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Key Collaborators

Contact & Links

Available for collaboration
Content generated · 14 days ago