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Winston HsuView profile

Professor

• Machine Learning
• Computer Vision
• Large-scale Image and Video Search
• +6 more

Professor Winston Hsu is a distinguished faculty member in the Department of Computer Science and Information Engineering at National Taiwan University, where he has served as a full professor since 2015. He is the co-director of the Communications and Multimedia Laboratory (CMLab) and founder of the MiRA (Multimedia indexing, Retrieval, and Analysis) research group. Additionally, he serves as the Founding Director for NVIDIA AI Lab at NTU, the first such lab in Asia. Professor Hsu received his Ph.D. in Electrical Engineering from Columbia University in 2007 under the supervision of Professor Shih-Fu Chang. Prior to his academic career, he was a founding engineer and research manager at CyberLink Corp., now a public image/video software company. National Taiwan University (2007-Present): Professor (2015-Present), Assistant/Associate Professor (2007-2015) MobileDrive (2021-2024): CTO and Vice President (Joint Venture between Foxconn and Stellantis) IBM TJ Watson Research Center (2016-2017): Visiting Scientist Microsoft Research Redmond (2014): Visiting Researcher Columbia University (2007): Ph.D. in Electrical Engineering Professor Hsu's research focuses on machine learning, computer vision, large-scale image and video search and recognition, and embedded AI. His work spans from fundamental research in visual recognition to practical applications in automotive systems, medical imaging, and e-commerce. He has pioneered work in disguised face recognition, low-resolution face hallucination, 3D model search, and virtual try-on systems. His current research emphasizes Embodied AI, integrating perception, action, and learning technologies for applications in automotive and robotics domains. His research group has produced numerous influential publications, particularly in top computer vision and multimedia conferences like CVPR, where they won first place in the Disguised Face Recognition competition in 2018. Their work spans diverse application areas including security, medical diagnostics, automotive systems, and e-commerce solutions, demonstrating strong translation from academic research to real-world impact. IBM Research Pat Goldberg Memorial Best Paper Award (2018) First Place, IARPA Disguised Faces in the Wild Competition (CVPR 2018) Best Brave New Idea Paper Award, ACM Multimedia 2017 NVIDIA AI LAB Award (First in Asia, 2016) First Place, MSR-Bing Image Retrieval Challenge (2013) World's Top 2% Scientists (2023) Professor Hsu actively mentors students and researchers, with his group consistently recruiting PhD students, postdocs, and research assistants. He has successfully bridged academia and industry through multiple collaborations, including his role as CTO at MobileDrive (a joint venture between Foxconn and Stellantis) from 2021-2024. His research has been supported by significant industry partnerships with Microsoft, IBM, and NVIDIA, as well as government grants from Taiwan's Ministry of Science and Technology. His laboratory, the Communications and Multimedia Laboratory (CMLab), maintains strong industry connections and focuses on cutting-edge research in visual AI. The lab has produced numerous award-winning projects and maintains active collaborations with global technology companies, particularly in the automotive and consumer electronics sectors.

Shang-Tse ChenView profile

Associate Professor

• Machine Learning
• Data Mining
• Cybersecurity
• +5 more

Shang-Tse Chen is an Associate Professor at the Department of Computer Science and Information Engineering and Graduate Institute of Networking and Multimedia , National Taiwan University . He leads the NTU AI Security Lab , focusing on applied and theoretical machine learning with emphasis on cybersecurity, adversarial ML, and ML privacy/fairness. Education: PhD in Computer Science (Georgia Tech, 2019), BSc in CSIE (NTU, 2010) Awards: K. T. Li Young Researcher Award (2025), IBM PhD Fellowship (2018), KDD Best Student Paper Runner-Up (2016), NSF SaTC Grant (2017-2021) His research spans adversarial ML, certified defenses, model inversion attacks, and intersection with differential privacy/fairness. Recent work includes physical adversarial attacks on object detectors and practical defenses using JPEG compression. He teaches courses like Security and Privacy of Machine Learning and Introduction to Medical Informatics . Key publication trends show focus on adversarial robustness (ICML/NeurIPS/ICLR), cybersecurity applications (ACSAC), and ML fairness (ACL/EMNLP). Collaborations include industry partnerships with Intel Labs and Symantec. Scientific Awards: K. T. Li Young Researcher Award (2025) ACM TiiS Best Paper Honorable Mention (2020) IBM PhD Fellowship (2018) KDD Audience Appreciation Award Runner-Up (2018) Symantec Fellowship Runner-Up (2016) KDD Best Student Paper Runner-Up (2016) NSF Grant (2017) He advises 13 current students (PhD/MS/Undergrad) and has mentored alumni now at CMU/UC Berkeley. The lab actively recruits postdocs and students across levels.

Robert HsuView profile

Professor

• Parallel and Distributed Computing
• Cloud Computing
• Big Data Analytics
• +4 more

Robert Hsu is Chair Professor and Dean of the College of Information and Electrical Engineering at Asia University, Taiwan, and holds concurrent appointments as Professor at National Chung Cheng University. He serves as President of the Taiwan Association of Cloud Computing and Research Consultant at China Medical University Hospital. His research spans parallel and distributed computing , cloud and edge systems , AI , and medical applications , with over 350 publications in top venues like IEEE TPDS, IEEE TSC, and ACM TOMM. Editor-in-Chief of International Journal of Grid and High Performance Computing Founding Editor-in-Chief of International Journal of Big Data Intelligence Advisory roles in 10+ journals including IEEE Transactions on Cloud Computing His research focuses on cloud-edge collaboration , AI for medical imaging , IoT security , and big data analytics . Key projects include federated learning frameworks for multi-institutional healthcare, optimization techniques for UAV-assisted MEC, and blockchain-based security solutions. His 15 most recent articles highlight advancements in malware detection, resource orchestration in edge environments, and lightweight AI models for retail and rural applications. Scientific accolades include: Stanford University's World's Top 2% Scientists (2020-2023) Best Paper Awards at IEEE ICEIB 2023 and SysCom 2021 Over 25 grants from Ministry of Science and Technology and Ministry of Education Leadership roles as IEEE TCCLD Chair and Steering Committee member He has supervised 30+ PhD/Master's students , including Shih-Chang Chen (2010), Tai-Lung Chen (2010), and Nithin Melala Eshwarappa (2020). His laboratory focuses on edge computing , cloud systems , and AI-driven solutions for healthcare and urban infrastructure.

• Supply Chain Management
• Supply Chain Innovation
• E-Business
• +2 more

Professor Woo-Tsong Lin is a distinguished faculty member in the Department of Management Information Systems at National Chengchi University's College of Commerce in Taiwan. With over three decades of academic experience, he has established himself as a leading researcher in supply chain management and information systems. His career at NCCU spans from Assistant Professor (1990-1995) to full Professor (1995-present), with additional administrative roles including Department Chair (1996-1999) and Deputy Dean of the College of Commerce (2010-2011, 2013-2015). Ph.D. in Industrial Engineering & Operations Research, University of California, Berkeley (1988-1990) M.S. in Industrial Engineering, University of California, Berkeley (1985-1988) B.S. in Industrial Engineering, Tunghai University, Taiwan (1977-1981) Professor Lin's research focuses on supply chain management, supply chain innovation, e-business, decision support systems, and software industry development and management. His work bridges theoretical frameworks with practical business applications, particularly in developing optimization models for complex supply chain problems under uncertainty. He has made significant contributions to green supply chain management, reverse logistics, and the application of emerging technologies like blockchain in supply chain contexts. His research often integrates operations research methodologies with information systems perspectives to address contemporary business challenges. Analysis of Professor Lin's recent publications reveals a strong focus on supply chain resilience, sustainability, and the application of advanced computational methods to supply chain problems. His work frequently addresses uncertainty in supply chain networks, green logistics, and the integration of new technologies like blockchain into traditional supply chain operations. There's a clear evolution in his research from foundational supply chain management topics to more complex problems involving sustainability, risk management, and emerging technologies. Distinguished Professor award from National Chengchi University (2008) Professor Lin has led numerous research projects funded by Taiwan's Ministry of Science and Technology (previously National Science Council), focusing on supply chain risk management, green closed-loop supply chains, and innovative applications of information technology in business processes. His research has practical implications for industry, particularly in manufacturing, retail, and technology sectors. While specific student advising information isn't detailed in the provided materials, his extensive publication record with various co-authors suggests active mentorship of graduate students. Professor Lin's work intersects with several research labs at NCCU, particularly those focused on E-Business, Supply Chain Management, and emerging technologies. His research on blockchain applications in supply chain management aligns with interests of the Lab for Electronic Commerce and Service Science, while his work on sustainable operations connects with the Digital Sustainable Enablement Lab.

• Blockchain Technology
• Financial Technology (FinTech)
• Cybersecurity
• +7 more

Professor Kung Chen serves as a Professor in the Department of Management Information Systems at National Chengchi University (NCCU) in Taipei, Taiwan. With over two decades of academic experience, he has established himself as a leading researcher in blockchain technology, financial technology, and cybersecurity. His work bridges theoretical computer science with practical business applications, particularly in the financial sector. Ph.D. in Computer Science, Yale University (1989-1994) M.S. in Computer Science, National Taiwan University (1985-1987) B.S. in Computer Science, National Taiwan University (1981-1985) Professor Chen's research primarily focuses on blockchain applications, cybersecurity solutions, and data privacy technologies. His work explores practical implementations of blockchain in financial systems, secure data management frameworks, and privacy-preserving protocols. He has made significant contributions to smart contract development, consensus algorithms, and blockchain integration with IoT systems. His research demonstrates strong interdisciplinary collaboration across computer science, business, and policy domains. Analysis of Professor Chen's recent publications reveals a strong focus on blockchain technology (45%), cybersecurity (25%), and IoT systems (15%). His work shows a clear evolution from foundational research in aspect-oriented programming toward applied financial technology solutions. The interdisciplinary nature of his publications spans computer science, medical informatics, and public policy domains, reflecting his ability to connect technical innovations with real-world applications. Senior Excellent Teacher Award (20 years service) Senior Excellent Teacher Award (10 years service) Distinguished Professor at National Chengchi University Special Outstanding Talent Award from National Science Council Excellent Research Award for Internationalization (multiple years) Type A Research Award from National Science Council Professor Chen has secured substantial research funding as Principal Investigator for numerous projects totaling millions of dollars, primarily from Taiwan's National Science and Technology Council and industry partnerships. His grants focus on blockchain applications in finance, cybersecurity solutions, and academic network infrastructure. He has led major initiatives including the Financial Technology Innovation Operations Research Center and various blockchain laboratory development projects across multiple institutions. Professor Chen is affiliated with several research laboratories at NCCU, including the Lab of Intelligent Finances and Smart Contracts, Blockchain and Financial Technology Innovation Lab, and the E-Business Lab. His research teams typically include interdisciplinary members from computer science, business, and policy backgrounds, reflecting the applied nature of his work. He frequently collaborates with industry partners, particularly in the financial sector, to ensure practical relevance of his research findings.

Hsu-Chun HsiaoView profile

Professor

• Network security
• Applied cryptography
• High-availability future networks
• +6 more

Professor Hsu-Chun Hsiao is a distinguished faculty member in the Department of Computer Science and Information Engineering and the Graduate Institute of Networking and Multimedia at National Taiwan University. He also holds a joint appointment at the Center for Information Technology Innovation at Academia Sinica. With a Ph.D. from Carnegie Mellon University (2014) and prior degrees from National Taiwan University, he has established himself as a leading researcher in network security and applied cryptography. Professor Hsiao's research focuses on network security, applied cryptography, and high-availability future networks, with recent emphasis on DDoS defense, automated vulnerability discovery, and IoT security. His work bridges theoretical foundations with practical implementations, as evidenced by his extensive publication record in top security venues and real-world applications like his leadership of the security team at National Taiwan University Hospital (2018-2025). His publication trends show consistent productivity with 15+ papers annually in recent years, spanning both theoretical contributions and practical security solutions. His research covers diverse subfields including web tracking, blockchain security, medical system security, and privacy-preserving technologies, demonstrating remarkable breadth within the security domain. 2024 NTU Outstanding Mentor Award 2023 Mr. Lu Feng-Zhang Memorial Award 2022 IEEE S&P Test-of-Time Award 2022 PETS Best Artifact Award 2021 Ta-You Wu Memorial Award 2020 Delta Research Excellence Award Multiple NTU Outstanding Teaching Awards (2017-2023) Professor Hsiao actively mentors students through his Network Security Lab (NSLab) and teaches multiple courses including Cryptography and Network Security, Computer Security, and Algorithm Design and Analysis. His service contributions include program committee roles for major security conferences and editorial positions, demonstrating his active engagement with the broader research community. The Network Security Lab (NSLab) serves as the primary research hub for Professor Hsiao's work, focusing on practical security challenges with connections to both academic research and real-world applications through the National Taiwan University Hospital security team leadership.

• Computer Science
• Information Technology
• Software Engineering
• +4 more

Jiing Yao Chang is an Adjunct Assistant Professor at the Department of Management Information Systems in the College of Communication at National Chengchi University, Taiwan. He has held this position since 2009, with additional part-time roles in the College of Communication since 2025. Research focuses on Windows Programming , IT Fundamentals , and Ethical Hacking Teaching areas include Data Structures , Business Data Communications , and Computer Science His 2016 publication explores the application of distributed artificial neural network frameworks for big data analysis, aligning with his expertise in computational methods and information systems. No specific awards or student advising records are detailed in the provided materials.

• Operations Research
• Production and Operations Management
• Scheduling Theory and Applications
• +3 more

Chuen-Lung Chen is a Professor in the Department of Management Information Systems at National Chengchi University's College of Commerce in Taipei, Taiwan. He holds a Ph.D. in Industrial and Systems Engineering from Auburn University in the United States, with additional graduate and undergraduate degrees from Tamkang University and Chung Yuan Christian University in Taiwan. His research focuses on Applied Operations Research, Production and Operations Management, and Scheduling Theory and Applications . Professor Chen has developed numerous optimization algorithms and heuristics for solving complex scheduling problems in manufacturing and service industries, with applications extending to financial engineering and knowledge management systems. His work bridges theoretical operations research with practical business applications, particularly in production planning and resource allocation. Analysis of his recent publications reveals a consistent focus on flow shop scheduling problems, with increasing applications to financial modeling and knowledge integration systems. His research methodology combines traditional operations research techniques with evolutionary computation approaches like genetic algorithms and particle swarm optimization. Distinguished Professor award (2016-2017, 2015-2016, 2012-2013) Senior Excellent Teacher Award (10 years, 2010) Academic Research Excellence Award (2010) Multiple Internationalization Research Excellence Awards (2007-2008) Outstanding Service Teacher Award (2008) Outstanding Teaching Award (2002) MOST First-Class Research Award (1990) Professor Chen has secured substantial research funding through Taiwan's Ministry of Science and Technology (MOST), directing numerous projects on scheduling algorithms, financial modeling, and management information systems. He has held significant administrative roles including Department Chair (2011-2014), Deputy Dean of the College of Commerce (2008-2016), and Director of the International MBA Program (2011-2016). His leadership extends to directing international programs and contributing to university-wide initiatives for English-taught degree programs. His work demonstrates a sustained contribution to both theoretical advancements in operations research and practical applications in manufacturing and financial systems, with a research trajectory showing increasing interdisciplinary connections between operations management and information systems.

Shih-wei LiaoView profile

Associate Professor

• Blockchain
• Fintech
• Big Data
• +6 more

Associate Professor Shih-wei Liao is a faculty member in the Department of Information Engineering at National Taiwan University, leading the ABC Lab / NTU Consensus Lab. His research bridges blockchain technology, Fintech, and Big Data systems with real-world applications. His research expertise spans: Blockchain systems (consensus protocols, environmental monitoring, Gcoin implementation) Fintech applications (digital currency, RegTech, automated clearinghouse) AI/ML optimization (CNN memory traffic, medical imaging, pollution forecasting) Compiler and virtual machine design (Android legacy systems) Recent publications (2018-2021) show strong focus on environmental blockchain applications, IoT security, and medical AI - with work published in IEEE conferences, Blockchain Robotics AI conferences, and journals like IEEE Network. His research demonstrates consistent evolution from foundational Android systems to cutting-edge blockchain applications. Awards include: Google Founders' Award for Android contributions CGO'04 Best Paper Award Nominee The ABC Lab maintains active industry partnerships with major technology companies and financial institutions, evidenced by seminars with Bitfinex/Tether executives and collaborations on Taiwan's Asia Silicon Valley Project. Professor Liao pioneered NTU's Blockchain course in 2015 and leads the NTU RegTech initiative. The lab operates from office R514 with Friday office hours (15:00-17:00), focusing on 'impact, learning-by-doing, interdisciplinary' approaches as stated in their mission.

Wen-Chin ChenView profile

Professor

• Design and Analysis of Algorithms
• Multimedia Systems
• Quantum Algorithms
• +7 more

Wen-Chin Chen is a Professor at National Taiwan University in the Department of Computer Science and Information Engineering. With a PhD in Computer Science from Brown University (1984), his expertise spans algorithms , multimedia systems , and quantum computing . Previously at GTE Laboratories (1984–1987), he has taught foundational courses such as Algorithms , Mathematical Analysis of Algorithms , and Quantum Algorithms . Education: BS in Mathematics, National Taiwan University (1976) PhD in Computer Science, Brown University (1984) His research integrates design and analysis of algorithms with applications in multimedia synchronization and quantum computing . Publications reflect deep engagement with data structures , combinatorics , and real-time system design , including work on audio-video synchronization models , heap-ordered trees , and genetic algorithm optimization . Recent projects involve quantum algorithms (e.g., Shor's, Grover's) and linear algebra for geometric and matrix operations, indicating ongoing contributions to theoretical computer science and applied mathematics .

Kun-Mao ChaoView profile

Professor

• Algorithms
• Bioinformatics
• Computational Molecular Biology
• +3 more

Kun-Mao Chao is a Full-Time Professor at the Department of Computer Science and Information Engineering, National Taiwan University, where he has held multiple roles since 2002, including Chair Professor and Academician of Academia Sinica. He also serves in the Graduate Institute of Biomedical Electronics and Bioinformatics (2006–present) and holds adjunct appointments at various institutions. Education: PhD in Computer Science, Pennsylvania State University (1993) MS in Computer Engineering, National Chiao Tung University (1987) BS in Computer Engineering, National Chiao Tung University (1985) Research Expertise spans Algorithm Design (applied algorithms, approximation algorithms), Bioinformatics , and Computational Molecular Biology . His work focuses on problems like sequence alignment, spanning tree optimization, and DNA copy number variation analysis, often with interdisciplinary applications in medicine and epidemiology. Recent Publications (2012–2022) include studies on mathematical modeling for influenza vaccination policies , nanocarrier drug delivery systems , and XML database query algorithms , reflecting his diverse interests in both computer science and biomedical applications . Professional Activities: He has served as Editor for Information Processing Letters , PC Co-Chair for IEEE BIBE 2011 and ISAAC 2012, and on advisory committees for numerous conferences (APBC, BIBE, GIW, etc.). Laboratory: Leads the Algorithms and Computational Biology Laboratory at National Taiwan University, mentoring students in cutting-edge research areas.

• Software Engineering
• Multimedia Systems
• Software Industry Strategy

JH Huang serves as a Professor in the Department of Computer Science and Information Engineering at National Taiwan University, holding a part-time appointment that bridges academic rigor with industry engagement. His institutional affiliation is anchored in Taiwan's premier research university, where he contributes specialized expertise to the department's academic mission. Research interests center on Software Engineering methodologies, Multimedia Systems architecture, and strategic analysis of the Software Industry . This triad reflects a deliberate fusion of technical development practices with macro-level industry dynamics, emphasizing real-world applicability in digital systems design and deployment. As a part-time faculty member, Huang integrates professional industry experience into academic instruction, enriching curricula with contemporary insights while maintaining active external professional commitments as evidenced by his dedicated research laboratory website.

Mike Y ChenView profile

Professor

• Human-Computer Interaction
• Virtual Reality
• Augmented Reality
• +5 more

Mike Y Chen is a full Professor in the Department of Computer Science and Information Engineering at National Taiwan University (NTU), where he leads the Mobile Human-Computer Interface Laboratory (NTU HCI Lab). He holds a PhD in Computer Science from UC Berkeley and a Certificate in Management of Technology from the Haas School of Business, UC Berkeley. His research sits at the intersection of human-computer interaction, AI, design, psychology, and mobile/wearable/VR/AR systems . Education PhD in Computer Science, UC Berkeley Certificate in Management of Technology, Haas School of Business, UC Berkeley Research Interests Professor Chen’s group explores future user interfaces that seamlessly blend digital and physical experiences. Core themes include: Advanced haptic feedback systems for VR/AR, using air jets, EMS, and novel actuators to create realistic sensations. Mobile and wearable interaction , including smart glasses, on-body sensors, and handheld devices. AI-driven design tools that leverage generative models to support creative workflows. Accessibility & ergonomics , crafting personalized and inclusive interactions. Publication Trends His recent work (2020-2025) focuses on haptics in VR/AR and AI-assisted design . Notable contributions include award-winning papers on air-propelled force feedback (AirRacket) , EMS-based haptics (Paired-EMS) , and generative-AI interior design tools (RoomDreaming) . The lab consistently publishes at top venues—ACM CHI, UIST, DIS, SIGGRAPH—demonstrating leadership in both technical innovation and user experience. Scientific Awards & Honors ACM CHI Best Paper Awards (2020, 2022) ACM CHI Honorable Mention Awards (2020, 2021, 2023) ACM DIS 2024 Best Paper Award UIST Best Talk Award 科技部吳大猷研究獎 Outstanding Young Researcher Award Google & Microsoft rank NTU HCI Lab in top 25 of 2000 NTU research groups Academic Service & Outreach Professor Chen has served as Journals Chair for CHI 2025, Sub-committee Chair for CHI 2020 & 2021, and Program Co-chair for MobileHCI 2019. He actively mentors students through the university research+culture summer internship program , guiding them toward top graduate schools and Silicon Valley careers. Labs & Teams He directs the Mobile Human-Computer Interface Laboratory (R336, NTU), an interdisciplinary group that integrates design thinking, AI, psychology, and hardware-software co-design to create next-generation interactive systems.

Shih-Hao HungView profile

Professor

• Computer Architecture
• Parallel Processing
• Performance Evaluation
• +7 more

Shih-Hao Hung is a Full Professor in the Department of Computer Science and Information Engineering at National Taiwan University, where he has served since 2005. He established the Performance, Applications and Security Lab (PAS Lab) and previously served as Section Director in the Computer and Information Network Center of NTU from 2012 to 2016. Before joining NTU, he worked for 5 years at Sun Microsystems in the San Francisco Bay Area. Professor Hung's research focuses on computer architecture, parallel processing, performance evaluation, and optimization. His work spans embedded systems, mobile applications, cloud computing, business applications, and information security. Current research interests include heterogeneous and multicore system architecture, active utilization of open source system software, and high performance deep learning systems. He has published numerous papers on GPU acceleration, heterogeneous computing, malware detection, and system performance optimization. His research has resulted in several notable publications and two Best Paper Awards (RACS 2014 and RACS 2017). Professor Hung maintains strong industry collaborations with leading technology companies including IBM, Intel, AMD, NVIDIA, ARM, MediaTek, and Foxconn, focusing on practical applications of advanced computing technologies. Best Paper Award at RACS 2017 for Program Analysis research Best Paper Award at RACS 2014 for Android malware detection framework Extensive publications in performance evaluation and optimization Significant industry collaborations across multiple technology sectors Professor Hung is known for his practical approach to computer science education and research, emphasizing the importance of bridging academic knowledge with real-world applications. His blog frequently discusses issues in computer science education, system architecture, and the development of skilled professionals in Taiwan's technology sector.

J LeeView profile

Professor

• Software Engineering
• Service-Oriented Computing
• Computational Intelligence

J Lee serves as a Full-time Professor in the Department of Information Engineering at National Taiwan University, with research activities centered in the Software Engineering Laboratory. Primary research domains include: Software Engineering methodologies and practices Service-Oriented Computing architectures Computational Intelligence applications The laboratory focuses on developing advanced software systems through intelligent computational approaches. Direct contact is available via email jlee@csie.ntu.edu.tw, and additional professional details can be accessed through the personal website . Office appointments require prior email coordination as indicated in the office hours policy.