Computer Science

The rise of Generative Artificial Intelligence (GAI), which includes technologies such as ChatGPT and DeepSeek, has sparked significant global discussion. To gain an in-depth understanding of the potential application of GAI technologies in education, Lingnan University’s Teaching and Learning Centre (TLC) organised its annual Inno-GBA Seminar: Revolutionising Education with Generative Technologies on campus today, 8 April. The series, held in a hybrid mode, brought together leading artificial intelligence (AI) scholars from the Greater Bay Area (GBA) as guest speakers to analyse how AI can best stimulate innovation in teaching, and improve students' academic performance from real-life case studies. The events included weekly sessions of the “Global InnovateEd Webinars” held from 18 March to 1 April, where members of eight UGC-funded universities’ faculty and staff were invited to participate, and addressed an audience of over 600.

New machine learning model cuts fluid simulation time from 45 minutes to 3

The Ateneo Laboratory for Intelligent Visual Environments (ALIVE) found a way to identify tooth and sinus structures with an accuracy of 98.2%

The research jointly conducted by Prof S. Joe Qin, President and Wai Kee Kau Chair Professor of Data Science at Lingnan University in Hong Kong, and the research team from Northeastern University, has been awarded the Second Prize of Liaoning Provincial Science and Technology Award. The research project, titled “Low-quality heterogeneous big data-driven monitoring theory and methods for complex dynamic systems”, represents a breakthrough in the field of AI-driven automation. This research systematically addresses data monitoring challenges in complex dynamic systems, particularly in industrial systems and automation technologies. It provides crucial technical support for the future development of industrial intelligence.

All-in-one OS developed in Japan is fully customizable from set-up through operation and is available via GitHub

Researchers from the Singapore University of Technology and Design and Singapore Institute of Technology have developed an ontology to help digital forensic investigators and law enforcement agencies to investigate smart city infrastructure threats and cybercrimes.

In line with the HKSAR Government’s decision to promote Artificial Intelligence (AI) as a key industry, Lingnan University held Career Expo 2025 - Imagine, Innovate, Initiate, and Invent on campus from 11 to 14 March. This year’s Emerging AI-powered tools in job hunting zone allowed free access by local and non-local graduates to improve the design of their résumés, and to practise impressing mock interviewers in order to be more competitive in this digital era. The event attracted more than 130 local organisations and multinational corporations, a 30% increase over last year. A virtual career fair will continue until mid-April, to give participants more time to master their job search strategies and find their ideal jobs.

Hyperspectral imaging and AI can identify individuals using blood vessels in palms

Lingnan University held its inaugural Technology Transfer Forum today, 28 February, at the Qianhai International Talent Hub in Shenzhen. Supported by the Innovation and Technology Fund of the Innovation and Technology Commission, the forum focused on “Building a Smart Future for Sustainability”. It brought together over 160 government officials, leading scholars, and industry pioneers from Hong Kong and Mainland China to explore the latest research and practical applications in the four cutting-edge technological areas of New Energy, New Material, New Data, and New Humanity.

Lingnan University announced that, starting from yesterday (February 20), it has provided free access to the DeepSeek-R1 model for all Lingnanians. Faculty, staff, and students can conveniently select from GPT-3.5, GPT-4o, GPT-4 Turbo, or DeepSeek-R1 through the University’s ChatGPT portal, thus enhancing teaching, learning, research, and improving work efficiency.

Lingnan University held its 2025 Chinese New Year Media Reception today, 18 February, at its Tuen Mun campus. Prof S. Joe Qin, President and Wai Kee Kau Chair Professor of Data Science, presided for the first time with the three Vice-Presidents: Prof Raymond Chan Hon-fu, Vice-President (Academics) cum Provost and Lam Man Tsan Chair Professor of Scientific Computing; Prof Xin Yao, Vice-President (Research and Innovation) and Tong Tin Sun Chair Professor of Machine Learning; Mr Ernest Chan Chi-man, Vice-President (Administration), as well as Prof Lau Chi-pang, Associate Vice-President (Institutional Advancement and External Affairs) cum Director of Institutional Advancement and Public Affairs, and announced the University’s latest developments to the media, as well as the completion and official opening in February of its first High-Performance Computing (HPC) Data Centre, “Lingnan HPC NexT”, which represents the “Nexus of HPC technology”. The centre houses dozens of supercomputers comparable to some of the current top 100 supercomputers worldwide, providing approximately 6,000 TFLOPS of computing power to support the University’s researchers and students.

Because of climate change, harmful algal blooms are increasing in frequency and intensity. New science helps demystify the frequent harmful algal blooms in the Pacific off the coast of Chile by studying how algae species interact with each other and their environment.

A research team led by Osaka University has developed "Tranqu," a framework addressing vendor lock-in in quantum computing. Tranqu enables users to select from multiple transpilers, optimizing quantum program performance on various chips. It supports custom transpilers, new program formats, and diverse architectures, promoting flexibility and enhancing quantum computing’s potential.

The algorithm uses data from existing materials to accurately predict the strength and flexibility of new unknown polymers.

Three researchers at Xi’an Jiaotong-Liverpool University (XJTLU) are pioneering diverse technologies for greener, safer, and more efficient transport.

Prof Xin Yao, Vice-President (Research and Innovation) and Tong Tin Sun Chair Professor of Machine Learning of Lingnan University in Hong Kong has been elected Fellow of the Hong Kong Academy of Engineering (HKAE) for the year 2024. The Induction Ceremony of the 11 new Fellows of the HKAE was held on 20 January 2025. Prof Yao has the distinction of being the third Lingnan scholar to receive this honour, following Prof S. Joe Qin, President and Wai Kee Kau Chair Professor of Data Science, and Prof Sam Kwong Tak-wu, Associate Vice-President (Strategic Research), Acting Dean of the School of Data Science, Dean of the School of Graduate Studies and J.K. Lee Chair Professor of Computational Intelligence.

Lingnan University in Hong Kong recently launched its inaugural seminar series “A Personal Perspective on Doing Good Research”. The series commenced with a seminar delivered by Prof S. Joe Qin, President and Wai Kee Kau Chair Professor of Data Science at Lingnan University, entitled “Doing Research to the Best of and Bigger Than Yourself”. Organised by the School of Graduate Studies (GS), this monthly event will feature presentations from senior university management and leading scholars, offering a platform for academics to share valuable insights and experiences from their personal research. The series aims to encourage productive discussions on best research practices, and offers participants opportunities to engage with leading scholars within the university.

Additional data can help differentiate subtle gestures, hand positions, facial expressions

- The joint research team led by Sangdong Kim and Bongseok Kim from DGIST’s Automotive Technology Division has developed a new signal analysis technology that enhances radar range resolution and is applicable to various radar systems. - The research findings were recognized for excellence and published in the prestigious IEEE Sensors Journal.

Use of automated system in upper extremity paralysis care proves beneficial for patients and medical staff

On 12 December, Lingnan University hosted its biennial fundraising event, Kingrich Charitable Foundation presents: Lingnan University Gala Dinner 2024 for around 300 welcome guests. This year the theme was Lingnan’s Transformation into the Digital Era.

Lingnan University participated for the first time in the 4th Asia Exhibition of Innovations and Inventions Hong Kong (AEII) held at the Hong Kong Convention and Exhibition Centre from 5 to 6 December. Lingnan University won a total of three awards, including 1 Gold Medal and 2 Silver Medals, among more than 140 innovative projects from all over Asia.

By identifying the ideal manufacturing conditions, machine learning reduces the need for expensive and time-consuming experimentation.

Lingnan University held its 55th Congregation for the Conferment of Degrees today (28 November), presided over by Council Chairman Mr Andrew Yao Cho-fai and Deputy Council Chairman Mr Augustine Wong Ho-ming. This year the University conferred degrees on 3,068 graduates, of whom 770 were undergraduates, 2,242 masters, 52 doctors, and 124 postgraduate diploma holders. A hundred and twenty graduates were awarded both a Master of Accountancy and a Postgraduate Diploma in Accountancy.

These deep learning tools can help both government and private entities when making investment and policy decisions.

With the rapid development of Generative Artificial Intelligence (GenAI), safety issues arising from the related technologies are gradually surfacing and have attracted widespread attention. The School of Data Science of Lingnan University organised the 2024 International Workshop on Risk and Governance of Generative Artificial Intelligence from 25 to 26 November at the Cordis, Hong Kong hotel, where AI experts and scholars from around the world met to explore through case studies in-depth, original solutions to the possible risks of GenAI.

An SUTD researcher has developed a promising automated workflow that leverages a large language model to generate a design structure matrix in less than five minutes.

To understand the practical challenges of indoor augmented reality applications on smartphones, researchers from Osaka University conducted 113 hours of extensive experiments and case studies over 316 patterns to determine the factors that degrade localization accuracy in real-world indoor environments. Landmarks for vision systems, LiDAR, and the IMU were evaluated. To solve the identified problems, the researchers suggest radio-frequency–based localization as a potential solution for practical augmented reality applications.

Trusted, independent data analytics organisation Clarivate has included Lingnan University's Prof Xin Yao, Vice-President (Research and Innovation) and Tong Tin Sun Chair Professor of Machine Learning, and Prof Sam Kwong Tak-wu, Associate Vice-President (Strategic Research), Acting Dean of the School of Data Science, Dean of the School of Graduate Studies and J.K. Lee Chair Professor of Computational Intelligence, on their latest list of Highly Cited Researchers 2024. The two scholars’ multiple frequently referenced papers ranking in the top 1 per cent by citations for their fields and publication year over the past decade have made a significant and wide-ranging impact.

A team of eight postgraduates led by Prof Dong Chengzu, Assistant Professor of Teaching of the Division of Artificial Intelligence, School of Data Science at Lingnan University in Hong Kong, won second prize in the zkWASM Hackathon held in Bangkok, Thailand, from 8 to 10 November 2024.