Research Output, Naming Structures and Knowledge Transfer: From Endowed Chairs to Unicorn Spin-offs

A university's research strength is measured not only by what it produces and how much funding it attracts, but also by how well it moves results out of the laboratory. This article traces CUHK's research enterprise along several lines — money, people, output and translation: Areas of Excellence funding and Research Assessment Exercise performance, named research centres and endowed professorships, the highest academic honours, and the representative spin-off companies that have emerged from its labs. Specific figures and dates are sourced in place.

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# 1. Areas of Excellence (AoE) and Major Funding

The Areas of Excellence (AoE) Scheme is a dedicated funding stream from the University Grants Committee (UGC) for outstanding research projects at local universities. According to a CUHK announcement^※, in the 2025/26 round of AoE and Theme-based Research Scheme (TRS) awards, four CUHK-led projects received a combined more than HK$220 million:

According to the announcement cited above, CUHK led two of the three AoE projects in that round. Over the years CUHK has led multiple AoE projects spanning soybeans/agriculture, network coding, regenerative medicine and more. Research on "sustainable agriculture and food security" led by Lam Hon-ming has also received AoE recognition; a CUHK announcement^※ describes a research trajectory stretching back two decades (see Agricultural Biotechnology).

What kind of money are AoE and TRS? Both are awarded by the Research Grants Council (RGC), the funding body under the UGC, through competitive peer review, and they sit at the top of the local research funding pyramid. AoE targets interdisciplinary areas with the potential to establish international leadership; TRS solicits large collaborative projects around social themes identified by the government (ageing, sustainable development, and the like). Where the General Research Fund (GRF) and Early Career Scheme (ECS) support individual projects in the hundreds of thousands to low millions of Hong Kong dollars, AoE/TRS grants run to tens of millions per project and span several years; simply winning the lead is itself a public endorsement of research strength. The scale of the two TRS awards in the table above — over HK$68.5 million for Next Generation EDA (electronic design automation) and over HK$67.6 million for adolescent sleep and mental health — reflects exactly that.

CUHK's AoE projects over the years trace a coherent set of disciplinary threads: network coding (which underpins the Institute of Network Coding under Raymond Yeung Wai-ho), plant and agricultural biotechnology, regenerative medicine and neuroscience — each forming a long-term team in its field. In other words, AoE is not a one-off grant but a lever the University uses to crystallise scattered research topics into institute-level structures — a theme that recurs in the named structures and spin-offs discussed below.

# Everyday Competitive Funding: GRF, ECS and CRF

AoE/TRS sit at the top of the pyramid; the base is the annual, individual-scholar General Research Fund (GRF) and Early Career Scheme (ECS). According to a government press release^※, in the 2024/25 GRF/ECS round the RGC approved more than a thousand projects across Hong Kong totalling around HK$1.1 billion, with an overall GRF success rate of about 30 per cent — a measure of just how fierce the competition is. CUHK reliably takes a significant share each year, across every discipline from law and the humanities to engineering and medicine; a CUHK Law release^※ notes the Faculty of Law alone won five GRF grants in that round. Collaborative team research is served separately by the Collaborative Research Fund (CRF): a CUHK announcement^※ reports that CUHK received more than HK$69 million in the 2024/25 CRF round. These seemingly piecemeal competitive grants are, in aggregate, the cash flow that keeps laboratories running day to day — and that eventually breeds the major breakthroughs and spin-offs.

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# 2. Research Assessment Exercise (RAE 2020) Performance

What is the RAE? The Research Assessment Exercise is a comprehensive peer review of research quality across the eight UGC-funded universities, conducted roughly every six to seven years. International experts grade each submitted piece of research within subject panels, on a scale from the top ranking of "4* (world leading)" and "3* (internationally excellent)", down through "2* (international standard)" and "1* (local standard)" to "unclassified". The sector commonly uses the combined share of 3* and 4* ratings as a gauge of a discipline's international competitiveness, and the outcome feeds directly into future research funding allocations.

According to the UGC's published results^※ for RAE 2020, across all eight UGC-funded universities roughly 70% of assessed research was rated "internationally excellent" or above by international experts (25% "world leading" and 45% "internationally excellent") — a clear improvement on the previous round overall. According to CUHK in Touch^※, CUHK achieved the highest combined "3* + 4*" proportion in several panels, with notable results in engineering (94%), electrical and electronic engineering (87%), law (83%) and education (68%); its share of "4*" ratings in engineering was the highest of all universities. This chimes with the fact, noted earlier in this article, that engineering has produced three unicorns — SenseTime, SmartMore and Cornerstone: "world leading" on the RAE and unicorns on the commercial side point to the same laboratories.

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# 3. Named Research Centres and Endowed Professorships

CUHK's naming system binds together the University's founding figures, its donors and its highest academic distinctions: institutes and centres carry institutional memory, endowed chairs honour senior scholars.

# Named Institutes and Research Centres (selection)

Naming a research institution after a person is both a gesture of thanks to a donor or an ancestor figure and a way of fixing institutional memory — naming itself is a form of writing the University's history. Several CUHK institutes and centres bear the names of founding figures or donors, for example:

• Simon F. S. Li Marine Science Laboratory — marine ecology research; see China Studies, Social-Science Think Tanks, Earth and Space.
• Soybean Research Centre / State Key Laboratory of Agrobiotechnology — the Lam Hon-ming team; see Agricultural Biotechnology.
• Institute of Chinese Studies (1967) and its Art Museum (1971) — according to CUHK Research^※, initiated by founding Vice-Chancellor Li Choh-ming; see China Studies, Social-Science Think Tanks, Earth and Space.

InnoHK centres (such as Centre for Novostics and the Multi-Scale Medical Robotics Centre) are covered in State Key Laboratories.

# Named / Endowed Professorships

An endowed chair is one of the highest academic distinctions a university can confer on a senior scholar. The system is nothing new: according to CUHK's Office of Institutional Advancement^※, the University's Endowed Professorship Scheme was established as early as 1993, using donor-funded named chairs to attract and retain outstanding academics. CUHK maintains several endowed series, the best known being the Choh-Ming Li Professorships (named in memory of founding Vice-Chancellor Li Choh-ming) and the Wei Lun Professorships.

The Choh-Ming Li Professorship was established in 2013; according to CUHK Newsletter^※, it honours professors who have excelled in teaching and research and contributed outstandingly to the University and their Colleges. Appointees serve an initial term of five years and receive research funding to support their work. In other words, an endowed chair is not merely an honour — it comes with substantial research resources attached. At an in Focus^※ inauguration ceremony in March 2025, CUHK conferred a new cohort of Choh-Ming Li and Wei Lun Professorships; a CUHK announcement^※ records that teaching and research awards were also presented to a number of staff on the same occasion. Raymond Yeung Wai-ho, the founding figure of network coding, has long held the title of Choh-Ming Li Professor of Information Engineering, according to the IEEE Information Theory Society^※. Endowed chairs, the AoE funding discussed above and the spin-offs discussed below are mutually reinforcing: funding supports projects, chairs retain talent, and spin-offs produce results — together they form the institutional bedrock of CUHK research.

Note: the list of scholars who have held endowed professorships over the years is long; the authoritative list for any given term is the official inauguration announcement.

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# 4. Research Honours: The Highest Academic Awards

The most senior international honours won by CUHK scholars concentrate in a few disciplines of world-class standing:

These honours mark out three world-leading disciplinary threads — physics, medicine and information theory — whose backgrounds and contexts are explored in Overview of Research Achievements, Life Sciences and Medical Breakthroughs and Information and Engineering Breakthroughs.

# From Individual Top Prizes to Group Indicators: Highly Cited Researchers

Top prizes illuminate the peaks; the "thickness" of academic influence is better read from group indicators. According to a CUHK announcement^※, 15 CUHK scholars made Clarivate's 2024 list of Highly Cited Researchers, drawn mainly from the Faculties of Medicine and Engineering; a later announcement^※ puts the 2025 figure at 17. The list counts researchers whose papers rank in the top 1% of citations in their field worldwide over the past decade; a stable year-on-year presence at this scale suggests CUHK's world-class output is not confined to a handful of stars but rests on a continuously renewing layer of highly influential researchers — the human base beneath the prizes, the funding and the spin-offs.

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# 5. Knowledge Transfer Mechanisms: From ORKTS to "Research Office + Knowledge Transfer Office"

Getting results out of the laboratory needs a dedicated intermediary. CUHK's knowledge transfer has long been coordinated by the Office of Research and Knowledge Transfer Services (ORKTS), which handled patent filing and maintenance, technology licensing, spin-off incubation, and the recording and promotion of research impact.

The institution itself is expanding. As CUHK's knowledge transfer and entrepreneurship portfolio has grown, the former ORKTS was split and reorganised into two independent offices on 1 August 2025 — the Research Office (RO), which oversees research funding and compliance, and the Knowledge Transfer Office (KTO), dedicated to patents, licensing, incubation and entrepreneurship support, according to CUHK's Knowledge Transfer Office^※. The split itself can be read as a signal: knowledge transfer is being upgraded from a supporting function of research into a business line in its own right.

How much output are we talking about? According to CUHK's response to the 2025 Policy Address^※, as of that announcement CUHK holds more than 2,400 granted patents cumulatively and has incubated 131 spin-off companies, including the unicorns SenseTime, SmartMore and Cornerstone Robotics; 54 spin-offs are AI-related alone. These figures put the individual cases back into the denominator: the unicorns are the apex, but they sit atop a translation base of thousands of patents and hundreds of companies.

Note: these are cumulative figures as stated in the announcement; they update annually, and the latest official annual report should be treated as authoritative.

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# 6. Moving Ideas Out of the Lab: Incubation and Entrepreneurship Support

Behind the patent and company figures lies an incubation "funnel" for students, staff and alumni — from on-campus workspace and seed funding to government matching grants and the University's own investment platform, each layer passing the baton to the next.

# Starting On Campus: Pi Centre and InnoPort

The first step in entrepreneurship often happens on campus. CUHK's Pi Centre for Entrepreneurship has, since 2014, offered student start-up teams up to a year of workspace, facilities and mentoring, according to the Pi Centre's own introduction^※; over more than ten cohorts it has incubated over 120 start-up teams, which can progress on maturity to external incubation programmes such as the Hong Kong Science and Technology Parks Corporation (HKSTP) and Cyberport. In recent years CUHK has added InnoPort, an events and showcase space for entrepreneurs that links entrepreneurship education, competitions and investor matchmaking. These on-campus facilities address a real early-stage barrier: having an idea but no space, no money and no network.

# Government Relay: TSSSU Funding

To turn a prototype into a company, applicants can seek the Technology Start-up Support Scheme for Universities (TSSSU) from the Innovation and Technology Commission (ITC). According to the Innovation and Technology Fund^※, the scheme supports current students, faculty and alumni of the past three years from six local universities in commercialising their R&D outcomes. Since 2023/24 the scheme has been split into TSSSU-O and TSSSU+: the former is the original direct grant; the latter is an enhancement that "matches investment one-to-one" — when a start-up raises money from the private market, the government matches the amount, amplifying the market signal. According to the same source, in 2026/27 each start-up can receive up to HK$600,000 per year under TSSSU-O and up to HK$1 million per year in matching under TSSSU+, each for a maximum of three years. Applications from CUHK are coordinated by the Knowledge Transfer Office.

# University-Owned Investment: CUHK Innovation Limited

Beyond government funding, CUHK has CUHK Innovation Limited — according to CUHK's introduction^※, a wholly university-owned company that invests specifically in start-ups and impact enterprises linked to CUHK's technological innovations, with a view to accompanying spin-offs through commercialisation and strengthening the campus entrepreneurial culture. The University's move from the traditional role of "transferring technology and collecting licence fees" towards "accompanying as an equity investor" reflects a broader trend among research universities in recent years.

# The Pilot-Plant Layer: InnoHK Research Centres

Between "on-campus incubation" and "independent company" sits a further layer: research centres supported by the government's InnoHK programme, which carry out the pilot-scale work and validation needed to move laboratory results towards industrial viability. According to a CUHK announcement^※, CUHK leads or co-builds six InnoHK centres at the Hong Kong Science Park, covering health, biomedicine, robotics and artificial intelligence, in partnership with overseas institutions including Karolinska Institutet, Oxford and UC Berkeley. The Centre for Novostics is the source of Insighta's multi-cancer early detection technology, and the Multi-Scale Medical Robotics Centre corresponds to the surgical robotics front line. For the full list and structure of the InnoHK centres and their relationship with the State Key Laboratories, see State Key Laboratories.

Read as a chain: Pi Centre/InnoPort (space and mentoring) → TSSSU (government seed funding and matching) → InnoHK centres (pilot validation) → CUHK Innovation Limited and external venture capital (equity investment) → unicorn/IPO. The representative companies below are the ones that have run the full course.

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# 7. Representative Unicorn Spin-offs

Of the 131 spin-offs, the ones that have crossed the "valuation over US$1 billion" unicorn threshold are few — but they say the most about the quality of CUHK's research translation. They share a common trait: none of them turned a business idea into a company; each took a technology that was already internationally leading — computer vision, surgical robotics, cell-free DNA — and moved it directly out of the laboratory. The three below (SenseTime, SmartMore, Cornerstone), together with Insighta earlier, neatly span three kinds of hard tech: "seeing", "operating" and "diagnosing".

# SenseTime

According to CUHK ORKTS^※, SenseTime was founded in 2014 by the team of Professor Tang Xiao'ou of the Department of Information Engineering, growing out of the breakthroughs in facial recognition made by his Multimedia Laboratory (MMLab); its founding team drew heavily on MMLab researchers and doctoral students. According to Al Jazeera, citing Bloomberg^※, SenseTime priced its IPO at the bottom of the indicated range — HK$3.85 per share — raising around HK$5.55 billion (about US$700 million); shares began trading on the Hong Kong Stock Exchange on 30 December 2021, at a market capitalisation above US$16 billion. According to the company's prospectus^※, as of 30 June 2021 SenseTime had 40 professors leading its research, and roughly two-thirds of its more than 5,000 employees were scientists and engineers. In a blog post^※ on the listing day, the then Vice-Chancellor wrote that the multimedia laboratory Tang Xiao'ou founded in CUHK's Faculty of Engineering two decades earlier remained a pioneer of deep learning in Asia, and that SenseTime "is a story that belongs exclusively to Hong Kong, and the city's universities — CUHK in particular — are at the heart of it". SenseTime magnified a university laboratory's algorithmic edge into an AI company tested on the public market, and became the flagship case that "Hong Kong's universities can produce hard-tech companies". Technical and biographical detail appears in Information and Engineering Breakthroughs.

# SmartMore

According to CUHK ORKTS^※, SmartMore was founded in late 2019 by computer vision scholar Professor Jia Jiaya, focusing on intelligent optimisation and automation (IOA) for manufacturing. According to Global Venturing^※, before founding SmartMore, Jia Jiaya had headed Tencent's YouTu Lab; most of his co-founders were fellow doctoral researchers in computer vision. The company maintains R&D centres in Shenzhen and Hong Kong, and received early investment from Sequoia Capital China, IDG Capital, Lenovo Capital and ZhenFund, among others. According to CUHK in Focus^※, SmartMore reached unicorn status — a valuation above US$1 billion — in about 18 months, with over a thousand employees, more than 70% of whom hold Master's or doctoral degrees; it was once called "the youngest AI unicorn". Where SenseTime pushed vision technology into urban and consumer settings, SmartMore applied the same computer vision science to factory quality inspection and automated production lines — an industrial footnote to the two faces of CUHK's computer vision lineage.

# Cornerstone Robotics (endoscopic surgical robots)

If SenseTime and SmartMore grew out of "seeing" technology, Cornerstone Robotics grew out of "operating" technology — surgical robots. According to the company's funding announcement^※, Cornerstone Robotics was founded in September 2019 by engineering scholar Samuel Au and others; the team works closely with CUHK's Faculty of Engineering, Faculty of Medicine and CUHK (Shenzhen) on surgical robotics, and its flagship product is the Sentire endoscopic surgical system. Per the same announcement, Sentire received approval from the National Medical Products Administration (NMPA) in September 2024 for urological, general, gynaecological and thoracic procedures; the company closed a Series C round of over US$70 million in January 2025 (led by EQT, with participation from the Innovation and Technology Venture Fund); and, according to MassDevice^※, subsequently completed a further round of about US$200 million, with backing from Hong Kong Investment Corporation Limited (HKIC), the government's sovereign investment vehicle, placing it among the unicorns with a valuation above US$1 billion. Surgical robotics has thereby become a calling card in Hong Kong's "local hard tech" narrative. In its response to the 2025 Policy Address, CUHK named Cornerstone Robotics alongside SenseTime and SmartMore as representative unicorns it has incubated. The research lineage behind surgical robotics (multi-scale medical robotics, endoscopic surgical robots) is covered in Medical and Multi-Scale Robotics.

# Insighta (multi-cancer early detection)

According to a CUHK announcement^※, CUHK's NIPT inventor (Professor of Chemical Pathology) and Prenetics formed Insighta as a joint venture in 2023, with a transaction value of US$200 million — described as one of the largest private life-sciences deals in Hong Kong's history. The technology originates from the Centre for Novostics under InnoHK and is based on analysis of cell-free DNA in plasma, with the goal of screening for multiple cancers simultaneously from a single blood draw (see Life Sciences and Medical Breakthroughs). The path is a direct extension of the NIPT approach of "reading cell-free DNA in plasma": the same underlying technology, first applied to prenatal diagnosis, then extended to cancer early detection — a textbook case of one fundamental technology yielding multiple uses over a long accumulation of basic research. Insighta's path differs from SenseTime's and SmartMore's: the latter were founded by professors who directly commercialised laboratory algorithms; Insighta instead connected a Nobel-calibre scientist's cell-free DNA technology to industry in a single step, through a joint venture with a listed company — the size of the deal a measure of the quality of CUHK's medical translation.

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# 8. Other Representative Spin-offs and Entrepreneurship Awards

Beyond the unicorns, CUHK's spin-offs include a number of growing cases in biomedicine, sensing and robotics. According to CUHK in Focus^※, four CUHK spin-offs were recognised in early 2024 by Deloitte's Hong Kong High Tech High Growth selection:

These companies draw respectively on CUHK's research strengths in microbiome medicine, biomaterials, surgical robotics and optical fibre sensing. GenieBiome and BioMed Technology come from medical and biomedical engineering teams; LaSense continues a long CUHK tradition in optical fibre and sensing that echoes the optics lineage descending from Charles Kao (see Overview of Research Achievements). CUHK spin-offs have also been selected in international entrepreneurship competitions: according to an announcement from the Department of Microbiology^※, Ynno Med, co-founded by departmental professors, was named a global top-25 science start-up at the 2023 Falling Walls event, the only Hong Kong team honoured that year. Prizes do not change the underlying quality of the technology, but they are an ongoing vote by external capital and markets in CUHK's translation capability.

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# 9. Putting It in the Bigger Picture: Connecting to the Greater Bay Area and National Innovation Strategy

In recent years CUHK has framed its research output and translation explicitly within Hong Kong's ambition to become an "international innovation and technology hub" and the Greater Bay Area. According to CUHK's response to the 2025 Policy Address^※, the Policy Address introduced a HK$3 billion "Frontier Technology Research Support Scheme" and earmarked more than HK$1 billion for a space-specific fund to help universities push basic research towards industry and frontier fields. CUHK's announcement responds with its own numbers — over 2,400 patents, 131 spin-offs and 54 AI spin-offs — stressing its role in artificial intelligence, biomedicine and innovation talent development.

This division of labour — government provides funding, the University provides technology and people, companies provide products — is where all the threads above converge: AoE/TRS and the frontier technology scheme supply large competitive grants; endowed chairs and innovation talent schemes retain and attract researchers; ORKTS/the Knowledge Transfer Office, TSSSU and CUHK Innovation Limited move results out of the laboratory; and the landing point is often the industrial hinterland of Shenzhen, the Hetao area and the Greater Bay Area — SenseTime, SmartMore and Cornerstone all maintain R&D and production networks spanning Shenzhen and Hong Kong. For a university, this means "output" is no longer confined to papers and patents; it is expected to extend to companies, industry and regional economies. Whether that orientation is desirable, and its governance implications, is a matter of university politics; this article does not take a view, but simply records it as the current state of the research establishment.

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# 10. Key Takeaways at a Glance

• Funding: in the 2025/26 AoE/TRS round, four CUHK-led projects received a combined over HK$220 million; AoE/TRS sit at the top of the RGC funding pyramid, with individual grants in the tens of millions.
• Review: in RAE 2020, CUHK led on combined "3* + 4*" proportions in engineering, electrical and electronic engineering, law and education.
• Honours: the Nobel Prize (Charles K. Kao), Lasker/Breakthrough Prize (NIPT inventor) and Shannon Award (Raymond Yeung) mark three world-leading disciplinary threads.
• Base: over 2,400 granted patents and 131 spin-offs (including 54 AI-related); knowledge transfer was reorganised in August 2025 into the Research Office and the Knowledge Transfer Office.
• Incubation chain: Pi Centre/InnoPort (space and mentoring) → TSSSU (government seed funding and matching) → CUHK Innovation Limited and external venture capital (equity).
• Translation: representative unicorns include SenseTime (2014), SmartMore (2019), Cornerstone Robotics (2019) and Insighta (2023).

Related reading: Overview of Research Achievements, Information and Engineering Breakthroughs, Life Sciences and Medical Breakthroughs, Medical and Multi-Scale Robotics, State Key Laboratories, Agricultural Biotechnology.

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