جستجوی استاد راهنمای دانشگاهی

Winston Hsuمشاهده پروفایل

استاد

• Machine Learning
• Computer Vision
• Large-scale Image and Video Search
• +۶ مورد دیگر

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 Chenمشاهده پروفایل

دانشیار

• Machine Learning
• Data Mining
• Cybersecurity
• +۵ مورد دیگر

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 Hsuمشاهده پروفایل

استاد

• Parallel and Distributed Computing
• Cloud Computing
• Big Data Analytics
• +۴ مورد دیگر

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.

• Management Information Systems
• Business Analytics
• E-Commerce
• +۴ مورد دیگر

Shiang-Lin Lin serves as an Assistant Professor in the Department of Management Information Systems at National Chengchi University's College of Business. The department is part of NCCU's comprehensive business education framework that includes multiple research laboratories focused on emerging technologies and applications in business contexts. Research interests include Management Information Systems, Business Analytics, E-Commerce, and Digital Innovation. The department hosts numerous specialized laboratories such as the Finance AI Cloud Lab, Lab of Intelligent Finances and Smart Contracts, E-Business Lab, and several others focused on ambient e-services, software security, and digital sustainable enablement. Professor Lin's work aligns with the department's focus on cutting-edge research in information systems and their business applications, particularly in areas related to financial technology and digital innovation.

• Software security
• Formal verification
• String analysis
• +۳ مورد دیگر

Dr. Yu Fang is an Associate Professor in the Department of Information Management at National Chengchi University's College of Business in Taipei, Taiwan. With a strong academic foundation from National Taiwan University (BS and MS) and a PhD in Computer Science from the University of California, Santa Barbara, Dr. Fang has established herself as a prominent researcher in software security and formal methods, with recent expansion into AI security domains. PhD in Computer Science, University of California, Santa Barbara (2005-2010) MS in Information Management, National Taiwan University (1998-2000) BS in Information Management, National Taiwan University (1994-1998) Dr. Fang's research spans software security, formal verification, and string analysis, with significant contributions to vulnerability detection in web applications, static analysis of mobile applications, and more recently, security and testing of neural networks. Her work bridges theoretical formal methods with practical security applications, particularly in the context of modern software systems and AI technologies. The evolution of her research shows a clear trajectory from traditional software security toward addressing emerging challenges in AI security, including adversarial examples, deepfake detection, and fairness verification in machine learning models. Analysis of Dr. Fang's recent publications reveals a strategic expansion of her research focus. While maintaining her strong foundation in software security and formal methods, she has successfully transitioned into the rapidly evolving field of AI security. Her work now addresses critical challenges such as adversarial example detection using explainability methods (DeepSHAP), concolic testing for neural network fairness verification, and defenses against deepfake attacks. This represents a natural progression from her earlier work on string analysis and vulnerability detection in traditional software systems. Senior Excellent Teacher (10 years) award from National Chengchi University National Science Council (now Ministry of Science and Technology) Research Award Dr. Fang has secured substantial research funding, particularly from Taiwan's Ministry of Science and Technology, with current projects focusing on neural network automated testing and AI security. Her research group maintains active collaborations with both academic and industry partners, particularly in the financial technology sector where security and regulatory compliance are paramount. While specific lab affiliations aren't explicitly mentioned in the provided information, her research profile suggests strong connections to the Software Security Laboratory within the Department of Information Management.

Szu-Ting Chenمشاهده پروفایل

دانشیار

• Copyright Law
• Intellectual Property Law
• Cultural and Creative Industries Law
• +۵ مورد دیگر

Szu-Ting Chen is an Associate Professor at the Department of Law, College of Law, National Cheng Kung University (NCKU). With a Doctor of Law from the University of Nantes (2010), she teaches Copyright Law, Intellectual Property Law, Information Technology Law, and Contract Law. Her research spans copyright, cultural asset protection, film industry law, and digital rights. Doctor of Law, University of Nantes, France (2010) Master of Laws, National Taiwan University (2000) Bachelor of Law, National Chung Hsing University (1996) Her research focuses on copyright law, particularly technical protection measures and their interoperability across jurisdictions. She examines intersections between intellectual property, cultural industries, and digital technology, with significant comparative studies on French, EU, and Asian legal frameworks. Recent projects include analyzing copyright enforcement in information societies and contract law applications in digital contexts. Her publications address anti-piracy legislation (France, EU), software escrow agreements, B2B e-commerce dispute resolution, and spam regulation trends. These works reflect expertise in technology law, corporate compliance, and cross-jurisdictional legal harmonization. 2005 : French Ministry of Foreign Affairs Eiffel Doctoral Scholarship 2000 : Securities and Futures Golden Rafter Award (Academic Paper) 1998 : Ministry of Foreign Affairs Diplomatic Scholarship She has advised three master's students on copyright, film script legal issues, and entertainment industry contracts. Notable service roles include directing the Taiwan Intellectual Property Law Association and serving as a civil court assistant judge (2003-2004). Her academic contributions integrate European comparative law into Taiwanese legal discourse.

• Blockchain Technology
• Financial Technology (FinTech)
• Cybersecurity
• +۷ مورد دیگر

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.

• Supply Chain Management
• Supply Chain Innovation
• E-Business
• +۲ مورد دیگر

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.

• Information Systems
• Financial Technology (FinTech)
• Smart Contracts
• +۸ مورد دیگر

Bo Yi Li is a Part-Time Lecturer at the Department of Information Management, College of Business, National Chengchi University (NCCU), Taiwan. He holds a Ph.D. in Information Management from NCCU and a Master's degree in Information and Financial Management from National Taipei University of Technology. Education: Ph.D. in Information Management, National Chengchi University M.S. in Information and Financial Management, National Taipei University of Technology His research interests align with the department's focus areas, including: Information Systems Financial Technology (FinTech) and AI Cloud applications Smart Contracts and Blockchain-based finance Software Security in enterprise environments Digital Innovation in business processes Human-Automation Interaction in decision-making The department hosts labs such as the Finance AI Cloud Lab , Lab of Intelligent Finances and Smart Contracts , and Human-Automation Interaction Lab , which reflect his professional affiliations. Contact: 128825@nccu.edu.tw | Office: +886-2-85060

• Management Information Systems
• Financial Technology
• Smart Contracts
• +۷ مورد دیگر

Professor Wei-Chung Chang is a full-time faculty member at the Department of Management Information Systems, College of Business, National Chengchi University. His work aligns with the department's research labs, including the Financial AI Cloud Lab and Ambient e-Services Laboratory. Institution: National Chengchi University Department: Management Information Systems Research interests likely include Financial Technology , Smart Contracts , and Digital Innovation based on the department's focus areas. Contact: mis@nccu.edu.tw . No scientific awards or publications listed in the provided text.

Hsu-Chun Hsiaoمشاهده پروفایل

استاد

• Network security
• Applied cryptography
• High-availability future networks
• +۶ مورد دیگر

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
• +۴ مورد دیگر

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
• +۳ مورد دیگر

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.

• E-commerce
• IT value
• supply chain management
• +۴ مورد دیگر

Professor Hsin-Lu Chang is a distinguished faculty member in the Department of Information Management at National Chengchi University's College of Business. With over 20 years of academic experience, she currently serves as both Professor and Director of the Innovation and Entrepreneurship Office. Her research spans multiple domains of information systems with particular expertise in e-commerce, IT value, supply chain management, IT standards, and service science. Dr. Chang earned her PhD in Information Management from the University of Illinois at Urbana-Champaign, following a master's degree from the University of Maryland and bachelor's degree from National Chengchi University. Her research interests focus on the intersection of technology and business value creation, with significant contributions to understanding how organizations leverage information systems for competitive advantage. Her scholarly work demonstrates consistent excellence in information systems research, with recent publications exploring cutting-edge topics including explainable AI in healthcare, digital social innovation, live streaming e-commerce, and data governance frameworks for ESG in manufacturing. Her research methodology combines rigorous theoretical frameworks with empirical validation through field studies and experimental designs. Senior Research Fulbright Grant recipient (2022) Multiple National Science and Technology Council Research Awards (2019, 2021, 2023) 20-year Long-term Excellent Teacher award from National Chengchi University Recipient of multiple Excellent Digital Learning Course Awards (2019-2023) Professor Chang has successfully led numerous research projects funded by Taiwan's National Science and Technology Council and industry partners, focusing on mobile banking applications, virtual reality in cultural institutions, and service innovation. She is actively involved in guiding doctoral research and has contributed significantly to the development of information systems curriculum at both undergraduate and graduate levels.

Shih-Hao Hungمشاهده پروفایل

استاد

• Computer Architecture
• Parallel Processing
• Performance Evaluation
• +۷ مورد دیگر

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.