Publications

Academic + Industrial Papers

• Industry Speeches
• Journal Papers
• Conference Papers
• White Papers
• Technical Reports
• Architecture Articles
• Tutorials

Industry Speeches

• Digital Transformation – Exploration of Digital Transformation of New Energy Enterprises, Shenzhen Alumni Association of the School of Mathematics and Computing, Sun Yat sen University, August 2023

• AI Industry Alliance – SVOLT AI Industry Alliance and Its Exploration in Lithium Battery Manufacturing, High Tech Robotics Annual Conference, December 2021

Journal Papers

• Dynamic Classification – Ziyuan Zhong and Junyang Zhou, “Dynamic Classification: Leveraging Self-Supervised Classification to Enhance Prediction Performance,” in IEEE Access, vol. 13, pp. 97249-97259, 2025, doi: 10.1109/ACCESS.2025.3575232.

• Positioning and Privacy – Haibo Hu, Junyang Zhou, Jianliang Xu, and Joseph Kee-Yin Ng, “Positioning and Privacy in Location-Based Services”, In W. Hu & Y. Zuo (Eds.), Handheld Computing for Mobile Commerce: Applications, Concepts and Technologies, pp. 279-299. IGI Global Scientific Publishing.

• A Train-Once Approach for Location Estimation – Joseph K. Ng, Junyang Zhou, Kenneth M. Chu, and Karl R.P.H Leung, “A Train-Once Approach for Location Estimation using the Directional Propagation Model (DPM)”, IEEE Transactions on Vehicular Technology, vol 57, issue 4, pp. 2242-2256, July 2008, IEEE Vehicular Technology Society.

• Provide Mobile Location Estimation Services – Junyang Zhou and Joseph K. Ng, Using LDA Method to Provide Mobile Location Estimation Services within a Cellular Network, JOURNAL OF COMPUTERS (ISSN : 1796-203X), vol 1, issue 7, pp.41-50, 2006, Academy Publilsher.

• Ellipse Propagation Model – Junyang Zhou, Kenneth M. Chu, Joseph K. Ng, “Using the Ellipse Propagation Model for Mobile Location Estimation”, International Journal of Wireless and Mobile Computing(ISSN (Online): 1741-1092 — ISSN (Paper): 1741-1084): Special Issue on Network Protocols and Applications, 2006 , Inderscience Publishers.

Conference Papers

• Quantitative Analysis – Jun Chen and Junyang Zhou, “Quantitative Analysis on Request Overlapping in On-Demand Broadcast Environments”, in WiCOM 2010, 1-4

• A Probabilistic Approach – Junyang Zhou, Kenneth Man-Kin Chu, Joseph Kee-Yin Ng, “A Probabilistic Approach to Mobile Location Estimation within Cellular Networks”, in RTCSA 2009: 341-348

• Indoor Positioning – Junyang Zhou, Wilson M. Yeung and Joseph K. Ng, “Enhancing Indoor Positioning Accuracy by utilizing signals from both the mobile phone network and the Wireless Local Area Network”, in Proceedings of the IEEE 22nd International Conference on Advanced Information Networking and Applications, pp 138-145, March 25-28, 2008, GinoWan, Okinawa, Japan. IEEE Computer Society.

• Fingerprint-based Location Estimation – Wilson M. Yeung, Junyang Zhou and Joseph K. Ng, “Enhanced Fingerprint-based Location Estimation System in Wireless LAN Environment”, in Proceedings of the 1st International Workshop on System and Software for Wireless SoC (in conjunction with EUC 2007), pp 273-284, December 17-20, 2007, Taipei, Taiwan, Springer.

• Data Fusion Approach – Junyang Zhou, Joseph K. Ng, “A Data Fusion Approach to Mobile Location Estimation based on Ellipse Propagation Model within a Cellular Radio Network”, in Proceedings of the IEEE 21st International Conference on Advanced Information Networking and Applications, pp 459-466, May 21-23, 2007, Niagara Falls, Canada, IEEE Computer Society.

• Algorithm Selectors – Junyang Zhou, Joseph K. Ng, “Algorithm Selectors for providing Location Estimation Services within a Cellular Radio Network”, in Proceedings of The 12th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, pp 42-48, August 16-18, 2006, Sydney, Australia, IEEE Computer Society.

• Selector Method – Junyang Zhou, Joseph K. Ng, “A Selector Method for Providing Mobile Location Estimation Services within a Radio Cellular Network”, in Proceedings of The First International Conference on Availability, Reliability and Security, pp 82-89, April 20-22, 2006, Vienna University of Technology, Austria, IEEE Computer Society.

• Improved Ellipse Propagation Model – Junyang Zhou, Kenneth M. Chu, Joseph K. Ng, “An Improved Ellipse Propagation Model for Location Estimation in facilitating Ubiquitous Computing”, in Proceedings of The 11th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, pp 463-466, August 17-19, 2005, Hong Kong, IEEE Computer Society.

• Providing Location Services – Junyang Zhou, Kenneth M. Chu, Joseph K. Ng, “Providing Location Services within a Radio Cellular Network using the Ellipse Propagation Model”, in Proceedings of the 19th International Conference on Advanced Information Networking and Applications, pp 559-564, March 28-30,2005, Taipei, Taiwan, IEEE Computer Society.

Vision Operating System

• Tesla’s Perception
• Industrial Vision Operating System
• Industrial Vision
• RT Event-Driven Computing Kernel
• Environment-Centric Vision

Industrial AI

• Manufacturing AI Agent
• Vision AI Agent
• Industrial AI Security
• Industrial Vision Security

AI Systems

• AI Agent Collaboration
• AI Agent Logistics
• World Model
• Transformer

GPU Computing

• CUDA Optimization
• Zero Copy
• Async Streams

AI Security

• Industrial Vision Security
• AI Industrial Security
• Perception Security

AI4S

• PI & CI
• Optimal Stopping Time
• GenAI-SD

Robotics

• Vision Language Action
• Embodied Robot
• Robot Brain
• Robot Foundation Model