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人工智能（AI）圖像編輯及生成模型獲廣泛應用於圖像創作，然而其對抽象概念如感覺和氛圍等理解精準度一直存在局限，且多依賴純文字指令，較難準確表達複雜圖像意思，亦無法捕捉風格、材質或光影等效果。由香港科技大學（科大）馮諾依曼研究院院長兼計算機科學及工程學系講座教授賈佳亞教授帶領的團隊成功開發名為「DreamOmni2」的AI圖像生成和編輯器，不僅擁有卓越的多模態指令編輯和實體物件生成能力，更在抽象概念的理解和生成方面有重大突破，讓AI不僅能「看圖」，更能「理解圖意」，多方面表現優於同類型開源和閉源模型，為AI創作開啟無限可能。直擊缺陷：解鎖抽象概念的創作潛能近年，圖像編輯及生成模型的發展進入爆發階段，新品頻出，但暫時仍未有任何模型能徹底克服實際操作上遇到的兩大缺陷。其一是文本指令的局限性，純文字指令難以準確描述人物特徵、抽象紋理等細節。其二是抽象概念的缺失，現有模型僅能處理有形實體，如人物、物件，無法有效應對髮型、妝容、紋理、光影效果或風格等抽象概念，極大程度上限制了創作空間。DreamOmni2則可解決有關難題，成功執行兩大全新任務，包括根據用家輸入的抽象或實體概念，執行多模態指令編輯和生成，真正成為「全能創作工具」。全面性能測試：超越現有開源與閉源模型在多模態指令生成任務中，DreamOmni2能基於圖片中的實體進行圖像生成，例如提取圖一的畫作掛在臥室牆上，將圖二盤子的材質套用在圖三的水杯，並將水杯放置在桌子上，以生成符合用家要求的新圖像（圖示一）。在多模態指令編輯任務中，DreamOmni2的表現亦非常優秀，例如將圖中帽子的顏色變成與另一張圖毛衣相同的配色（圖示二）。

The Hong Kong University of Science and Technology (HKUST), Hong Kong Investment Corporation Limited (HKIC), and Gobi Partners (Gobi) today announced the launch of a new strategic fund focused on early-stage start-ups incubated at the University. The Gobi-Redbird Innovation Fund (Gobi-RIF) aims to propel university-born technologies into global markets, bridging cutting-edge academic discoveries with industry-driven scalability to deliver transformative solutions worldwide.

The Hong Kong University of Science and Technology (HKUST) and Sino Group successfully concluded the Hong Kong finale of the "HKUST-SINO One Million Dollar Entrepreneurship Competition 2025" today at the HKUST Clear Water Bay campus. Celebrating its 15th anniversary, the competition this year attracted 348 teams from around the world to compete for awards and exchange innovative ideas to develop practical solutions for a sustainable future. The team Stellerus Technology Limited claimed the top Platinum Award for their Feilian Constellation.The award presentation ceremony was officiated by Deputy Chief Executive Officer Mr. David NG from Sino Group, with HKUST President Prof. Nancy IP and HKUST Vice-President for Research and Development Prof. Tim CHENG in attendance. Finalist teams presented their pioneering projects to a distinguished audience of industry partners, investors, and academic leaders.

Membrane proteins are crucial for numerous biological processes and serve as important drug targets. For decades, scientists have relied on detergents to extract membrane proteins from cell membranes for structural studies. While detergent-based approaches have significantly advanced our understanding of membrane protein structures, they present certain limitations, such as resource-intensive detergent screening and the absence of native membrane lipids, which can hinder investigations into lipid-mediated regulation. To address these challenges, a research team led by Prof. DANG Shangyu from the Division of Life Science at the Hong Kong University of Science and Technology (HKUST) has developed a novel vesicle-based method that preserves the native lipid environment of membrane proteins, which can advance structural and functional studies.

The Hong Kong University of Science and Technology (HKUST), the Education Bureau (EDB), and the Chinese Academy of Sciences' Technology and Engineering Center for Space Utilization (CAS-TECSU) jointly organized the Hong Kong Secondary Student Space Station Popular Science Payload and Science Experiment Design Challenge. An award ceremony was held at HKUST on September 21 to commend the outstanding student teams for their excellent designs and recognize their achievements in space science.

The Hong Kong University of Science and Technology (HKUST) and Sino Group today announced the official launch of the finals for the 15th HKUST-SINO One Million Dollar Entrepreneurship Competition. This milestone anniversary features a record-breaking 348 teams from Hong Kong and 22 other countries and regions across five continents, including Australia, the United States, South Africa, the United Kingdom, Japan, India and Kazakhstan, showcasing the competition’s commitment to nurturing the next generation of innovative talents and promote collaboration and idea exchanges between local and international entrepreneurs.

Prof. Charles NG Wang-Wai, Vice-President for Institutional Advancement and Chair Professor in the Department of Civil and Environmental Engineering, has received three distinguished awards: the Telford Gold Medal from the Institution of Civil Engineers (ICE) in London, the Donald Stanley Award from the Canadian Society for Civil Engineering, and the Scott Sloan Best Paper Award from Computers and Geotechnics. These accolades celebrate Prof. Ng's exceptional contributions in debris flow mechanics, sustainable waste management, and slope stability. 

The Hong Kong University of Science and Technology (HKUST) selected eight cutting-edge projects for the latest round of Sustainable Smart Campus as a Living Lab program for testing on campus. Covering a wide range of sustainability challenges on campus, the projects address energy efficiency, renewable energy optimization, water management, wellness, ecosystem enhancement, and predictive maintenance strategies, providing students and faculty with hands-on experience with prototypes before real-world implementation.