Division of AI


Computational Intelligence

Artificial Intelligence

Cognitive and neuro systems, decision support systems, evolutionary, memetic and statistical learning, fuzzy systems, intelligent multi-agents, intelligent system and devices, machine learning and nature-inspired systems.

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Computer Vision and Language

Computer Vision and Language

Computer vision, multimedia, image processing, video analytics, speech and signal processing, 3D geometric modeling, fringe pattern analysis, machine translation.

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Division of Data Science


Data Management and Analytics

Data Management and Analytics

Spatio-temporal databases, graph-structured databases, big data analytics, predictive analytics, social media analytics, question-answer systems, sentiment analysis.

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Cyber Security and Forensics

Security, Cryptography & Digital Trust

Data privacy, privacy-preserving analytics, malware analysis, formal systems verification, mobile device security, cyberattack attribution, dark web monitoring, botnet detection, encrypted data processing, biometrics, cyber forensics.

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Health Informatics

Health Informatics

Computational medicine, Telemedicine, Genomics, Artificial intelligence and machine learning in healthcare, healthcare data privacy and security, data governance and regulations, Infodemiology and epidemiology, Diagnostic instrumentation, Advanced medical imaging, bioinformatics and computational biology

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1440x600 - Data Science 3

Statistical Data Science and Applications

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Division of Computing


Hardware and Embedded Systems

Hardware and Embedded Systems

Low-energy hardware, hardware acceleration, architecture-aware algorithms, reconfigurable computing, embedded sensing, multi-functional sensors, IP-enabled devices.

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Computer Network and Communications

Network Systems

Software defined networks, peer-to-peer networking, data-center networking, heterogeneous networks, mobile cloud computing, machine type communications (MTC), cognitive radio.

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Parallel and Distributed Computing

Parallel and Distributed Computing

Distributed systems/computing (collaborative technologies, p2p systems, sensor networks, theory and algorithms), high performance computing (grid and cloud computing, GPGPU, performance optimization and tools), and large scale simulation (agent-based simulation, decision support systems, virtual environments).

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Graphics and Interactive Computing

GIVR - Graphics, Interaction, Visualisation and Reality

Human computer interaction, user experience design, augmented reality, avatar behavior modeling, serious gaming, gamification.

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CCDS - Artificial Intelligence at NTU

Algorithms & Complexity

Algorithmic game theory, resource allocation, sublinear algorithms, data streaming, low-distortion metric embeddings, distributed algorithms, and computational learning theory.

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CCDS - Data Science at NTU

PSF - Programming Languages, Software Engineering, and Formal Methods

Probabilistic programming, logic programming, and Web programming languages, compilers, database theory, interactive theorem provers, and automated reasoning.

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Faculty Directory

At CCDS, we believe that people are key to the success of our school. CCDS is home to more than 80 inspiring and world-renowned academics committed to excellence in teaching and research. Our faculty, who hail from top universities worldwide, teach and mentor our PhD students and undergraduates in the B.Eng (Computer Engineering) and B.Eng (Computer Science) programmes. With their diverse expertise and experience, they contribute to CCDS's vibrant research and learning culture. These innovative and passionate talents spearhead research topics in the exciting spectrum of Computer Science and Engineering, and constantly challenge what defines the state-of-the-art in their respective fields of endeavour.​ ​

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