Research Achievements

Deployable Miniature Intelligent Buoy
Author: Ren Jia   Purpose of display: Our team is dedicated to the research and development of advanced marine miniature intelligent buoys. This buoy project actively responds to the national strategy of building China into a strong maritime country and aligns with the clear direction regarding the vigorous development of new monitoring technologies for ocean […]
Spherical Buoy for Ocean Exploration
Author: Ren Jia Purpose of display: This work aims to explore the application of autonomous control technology in marine survey equipment. By designing and building a spherical buoy with station-keeping capability, it seeks to enhance the efficiency and stability of environmental monitoring within offshore areas. With the global emphasis on marine environmental protection and scientific […]
Smart Bookshelf
Authors: Tan Zehan and Shen Henghua   Brief Introduction This project focuses on the upgrade of intelligent library management by creating a smart bookshelf that integrates “AI + intelligent control + multi-level positioning”. It replaces the traditional manual management model and addresses pain points of conventional bookshelves, including safety risks, low positioning accuracy, inconvenience in […]
Cross-Border Phygital Library
Authors: Shen Henghua and Tan Zehan   Brief Introduction This project focuses on digital resource sharing and intelligent library service innovation in the Guangdong-Hong Kong-Macao Greater Bay Area. It has developed a Cross-Border Phygital Library that integrates the metaverse, AI and large language models (“LLMs”). Through a 3D virtual library space that integrates virtual and […]
Shadow Learner—An AI-Assisted Diagnostic and Grading System for Thyroid Nodules
Authors: Wu Yaoyang and Tan Zehan   Brief Introduction This project focuses on the issues of uncertainty and low accuracy in the ultrasound imaging diagnosis of thyroid nodules. It has developed an innovative computer-aided diagnosis system, the “Shadow Learner”, which integrates deep learning, explainable artificial intelligence (“AI”) and a shadow learning mechanism. Through a dual-track […]
An Intelligent Evaluation System for Early Establishment and Rapid Growth of Rice Based on 4D Multimodal Fusion and Expert-Knowledge Guidance
Authors: Kenneth Chan1, Hu Haifei2, Zhao Junliang2, Xu Weicheng2 and Zhou Shaochuan3   1 Macau Millennium College 2 Rice Research Institute, Guangdong Academy of Agricultural Sciences 3 Shenzhen Jingu Meixiang Industrial Co., Ltd.   Brief Introduction Against the wider backdrop of food security and smart agriculture, the precise evaluation of rice growth vigour is key […]
TourExAIGC: An Integrated AIGC System for Evaluating Tourism Teaching
Tourism education, particularly the teaching of tourist attraction interpretation, often lacks an on-site interpretation environment, opportunities for repeated practice, and a real-time assessment mechanism. This makes the teaching of tourist attraction interpretation complex and inefficient. Traditional teaching models struggle to meet the demands of modern education for personalised learning and real-time feedback, especially in tourist […]
A Sentiment-Driven Prediction Platform for Financial ETFs
Supervisors: Tan Zehan and Cheang Hio Cheng Student: Chen Yaoguang I. Brief Introduction Project Overview This work is an innovative fintech teaching example, aiming to provide high-precision and interpretable forecasting services for financial exchange-traded funds (“ETFs”) by integrating sentiment analysis and time-series forecasting technology. The platform overcomes the limitations of traditional financial prediction models, achieving […]