Full list of supervisors

I2R – Institute of Infocomm Research

Surname Given Department Research Interests Email Contact Names Ang Chee Wei Intelligent Transport Wireless mesh routing and MAC [email protected] Systems Programme layer protocols, reinforcement star.edu.sg learning, topology management Ang Kai Keng Neural & Biomedical • Neural and biomedical signal [email protected] Technology Dept processing, machine learning and star.edu.sg pattern recognition • Neural and cognitive process, clinical application, and understanding • Brain–computer interface algorithms, systems, adaptation, and applications Banchs Rafael E. Human Language Natural Language Processing, Signal [email protected] Technology Dept Processing, Electromagnetic Theory star.edu.sg and Modeling, Data Mining, Inverse Modeling, Artificial Intelligence, Automated Dialogue Agents and Natural Language Understanding. Biswas Jit Neural & Biomedical Information Quality & Quality of [email protected] Technology Dept Service, Multi-modal information star.edu.sg sensing and fusion, Wireless Sensor Networks, Grid & Cloud Computing, In Network Processing, Distributed and Parallel Computing, Healthcare applications of IT Chai Chin Choy Smart Grid Modulation and signal detection in [email protected] Programme fading channels, Adaptive power star.edu.sg and rate control , Diversity combining , CDMA and spread spectrum systems , Two-way MIMO relay channel, Unified fading channel modeling in wireless communications systems. Chen Jianping Intelligent Transport Scalable Multimedia Streaming, [email protected] Systems Programme Control Theory and Control star.edu.sg Engineering Chen Nancy Human Language Automatic speech recognition, [email protected] Technology Dept language/dialect/accent recognition, star.edu.sg spoken language processing, spoken term detection, keyword search, speech summarization, computer assisted language learning, audio analytics, computational linguistics Chen Zhi Ning Director's Office Antenna, Applied Electromagnetics, [email protected] Materials in Microwave Engineering, star.edu.sg RF bio-imaging Chen Zhihao Neural & Biomedical Sensors for biomedical applications [email protected] Technology Dept star.edu.sg

Jan 2015 Full list of supervisors Cheng Xiaofei Photonic Switching Broadband optical access network; [email protected] Programme High-speed optical communication star.edu.sg system; Coherent optical communication system; IP over WDM;Wired and wireless integration, WDM-Passive optical networks, optical fault diagnostics, wavelength tunable lasers Chew Yong Huat Modulation & Transmissions over wireless, [email protected] Coding Dept telephone line, hybrid fiber coax and star.edu.sg optical networks, Spread Spectrum Communications, CDMA and multicarrier CDMA, Hi-Capacity Hi- Spectral Efficiency Transmission Technologies, Radio Resources Management Chia Alex Visual Computing Computer Vision & Image [email protected] Dept Processing, in particular image star.edu.sg annotation, object detection, image classification, activity recognition, cross media retrieval

Chia Yeow Modulation & Wireless communications, [email protected] Khiang Coding Dept Information Theory, Optimization, star.edu.sg Signal processing Chin Po Shin Wireless Chipset Signal processing techniques for [email protected] Francois Programme system capacity enhancement, star.edu.sg MIMO/smart antenna systems, Wireless comm system design, engineering and performance evaluation, Future comm systems including cellular systems and Ultrawideband-based hi-speed short range radi Chua Hon Nian Data Analytics Dept Machine Learning, Data Mining, [email protected] equipment health monitoring, star.edu.sg Bioinformatcs Dong Hui RF, Antenna & fiber optics, polarization optics and [email protected] Optical Department THz, distributed fiber optics sensor star.edu.sg Dong Minghui Human Language Speech Synthesis, Singing Synthesis, [email protected] Technology Dept Voice Conversion, Natural Language star.edu.sg Processing Farbiz Farzam Productivity Entertainment technologies, [email protected] Programme Haptics, Mixed reality, Multimodal star.edu.sg interactions Gao Sheng Human Language Machine learning, computer vision, [email protected] Technology Dept multimedia information retrieval star.edu.sg Ge Yu Sense and Sense- wireless mesh/ad hoc networks, [email protected] abilities Programme wireless sensor networks, human- centric sensing Goh Jonathan Cybercrime & Multimedia Forensics & Security; [email protected] Security Intelligence Machine learning; Biometrics star.edu.sg Dept liveness; Evolutionary Computation; image analysis; computer vision

Jan 2015 Full list of supervisors

Goh Kwong Scalable Multimedia Video Processing, Coding and [email protected] Huang Platform Delivery star.edu.sg Programme Gong Yandong RF, Antenna & Ultrafast fiber optics, Nonlinear fiber [email protected] Optical Dept optics, Fiber-optic sensor, Photonics star.edu.sg devices and Terahertz fields, Terahertz spectroscopy and imaging, photonics, fiber laser Green Peter John Reconfigurable Modelling and Simulation of [email protected] Systems Program Wireless Communication Systems star.edu.sg for implementation in Embedded Systems, Space-Time Digital Signal Processing. Guan Cuntai Neural & Biomedical • Neural and biomedical signal [email protected] Technology Dept processing, machine learning and star.edu.sg pattern recognition • Neural and cognitive process, clinical application, and understanding • Brain–computer interface algorithms, systems, adaptation, and applications • Statistical signal processing and neural image processing • Medical system and device research and development Ha Ya Jun Robotics Embedded system architecture and [email protected] Programme design methodologies, reconfigurable computing, Ultra low power digital system design and synthesis, VLSI for cryptographic and video applications Hao Jianzhong RF, Antenna & Fiber Optic Sensors, Bio-sensors [email protected] Optical Dept star.edu.sg Henricksen Matt Infocomm Security Cryptography [email protected] Dept star.edu.sg

Ho Chin Modulation & Wireless cooperative and adaptive [email protected] Keong Coding Dept communications Hoang Anh Tuan Intelligent Transport Wireless Communications, Control, [email protected] Systems Programme ITS, Cyber-physical Ssytems star.edu.sg Hou Zujun Neural & Biomedical Computer Vision; Image Analysis; [email protected] Technology Dept Biometrics; Medical Imaging Hu Juan Juan, RF, Antenna & Fundamental research in photonics [email protected] Dora Optical Dept and optics. Specifically, optics of photonic crystals, microstructured optical fiber (MOF) and MOF-based devices for telecommunications and sensors applications Huang Dong Yan Human Language Machine learning, pattern [email protected] Technology Dept recognition, computational star.edu.sg

Jan 2015 Full list of supervisors optimization, intelligent expressive multimodal diaglog system, paralinguistic analysis and synthesis, voice conversion and transformation, singing synthesis, music separation and music information retrieval Huang Zhiyong Robotics Animation, rendering, visualization [email protected] Programme star.edu.sg Jiang Ridong Human Language Spoken and Multimodal Dialog [email protected] Technology Dept Systems star.edu.sg Spoken Language Understanding Natural Language Processing Jiang Wenyu Signal Processing High-dimensional data search, [email protected] Dept hardware-based fuzzy search, star.edu.sg multimedia fingerprinting, formerly Voice over IP Jin Yunye Sense and Sense- 1. Planning, sensing, and signal [email protected] abilities Programme processing in wireless sensor networks. 2. Tracking and localization framework for IoT Kanagasabai Rajaraman Data Analytics Dept Semantic Web & Technologies, [email protected] Semantic Data Analytics, Ontologies, star.edu.sg Text Mining, NLP, Biomedical Data Mining Karim Muhamma RF, Antenna & RF MEMS devices, Millimeter-Wave [email protected] d Faeyz Optical Dept Sensing/Imaging Applications, RF & star.edu.sg Hybrid Energy Harvesting, Tunable & Reconfigurable Filters/ Antenna, Active & Passives Modules & Circuits, and Radio-Over-Fiber Technologies Krishnan Sivanand Power Aware Ultra wideband Communications, [email protected] Transceiver Indoor Positioning, RFID star.edu.sg Programme Krishnaswamy Shonali Data Analytics Mobile and Ubiquitous Data Stream [email protected] Mining, Mobile Semantic Reasoning, star.edu.sg Distributed and Parallel Data Stream Mining Larcher Anthony Human Language Speaker recognition, spoken [email protected] Technology Dept language recognition, speech star.edu.sg processing Le Duy Ngan Data Analytics Dept Semantic Web and related [email protected] technologies, Web services, Ontology, Social Media Analytics, Semantic Data Analytics Lee Kong Aik Human Language Speaker recognition, spoken [email protected] Technology Dept language recognition, speech star.edu.sg processing Lee Siu Wa Human Language Singing synthesis, speech synthesis, [email protected] Yvonne Technology Dept speech separation, music separation star.edu.sg and music information retrieval

Jan 2015 Full list of supervisors Lei Zhongding Modulation & Signal processing techniques; [email protected] Coding Dept Multiple access, modulation and synchronization, system design/performance evaluation for future communication systems, including 4G cellular systems, cognitive radio system, sensor networks, wireless LAN, and Ultra- wideband Leong Derek Sense and Sense- Communication networks, [email protected] abilities Programme distributed storage systems star.edu.sg

Leung Cheung Human Language Automatic Speech Recognition, [email protected] Chi Technology Dept Spoken Document Retrieval, Spoken star.edu.sg Language Recognition and Speaker Recognition Li Haizhou Human Language Automatic Speech Recognition, [email protected] Technology Dept Machine Translation, Social Robotics Li Liyuan Visual Computing Computer vision, image processing, [email protected] Dept pattern recognition, multimedia, artificial intelligence, cognitive vision, robotics

Li Xiaoli Data Analytics Dept Data Mining, Bioinformatics, [email protected] Machine Learning Big Data Analytics, Advanced Machine Learning, Social Network Analysis, Biological Network Analysis, Sensor Data Analytics, Insurance Data Analytics, Activitiy Recognition, Time Series Data Analysis, Machine Heath Monitoring, Drug Discovery, Information Retreival, Text Mining Li Zhengguo Signal Processing Image and video processing and [email protected] Dept delivery, QoS, switched and impulsive control Liang Ying Chang Modulation & Wireless Communications, [email protected] Coding Dept broadband communications, star.edu.sg information theory, statistical signal processing Liemhetcharat Somchaya Robotics Robotics, artificial intelligence, [email protected] Programme multi-robot coordination, team star.edu.sg formation Lim Joo Hwee Visual Computing Representation and Learning in [email protected] Dept Computer Vision; Multimedia star.edu.sg Indexing, Retrieval and Fusion; Patten Recognition LIN Shaowei Sense and Sense- Mathematics, Statistics, Machine [email protected] abilities Programme Learning, Neural Networks, Sensor Networks

Jan 2015 Full list of supervisors Liu Jiang Ocular Imaging Medical Imaging [email protected] Programme Lu Shijian Visual Computing Image analysis, computer vision, [email protected] Dept cognitive vision, perception and attention Luo Bin RF, Antenna & Microwave communication, [email protected] Optical Dept microwave imaging, microwave star.edu.sg photonics Luo Tie Tony Sense and Sense- Incentive and trust in crowdsourcing [email protected] abilities Programme and partcipatory sensing Ma Bin Human Language Automatic speech recognition, [email protected] Technology Dept speaker recognition, spoken star.edu.sg language recognition, spoken document retrieval and Computer- aided language learning Nasimuddin RF, Antenna & Antenna, matematerial antenna [email protected] Optical Department star.edu.sg Ng Ee Sin Personalised Object matching, activity detection [email protected] Interactive Tele- and machine learning Service Programme Ng See Kiong Urban Systems Enhancement of data throughput [email protected] Programme Office with integrated computational methods, biomedical data mining and info extraction beyond single genes into complex interaction networks of proteins and other molecules. Ng Tian Tsong Situational Computer vision & multimedia [email protected] Awareness Analytics forensics Programme Ng Wee Siong Data Analytics Dept data management, big data [email protected] processing, stream processing star.edu.sg Nguyen Minh Nhut Data Analytics Dept Machine learning for time series and [email protected] stream data, activity recognition, star.edu.sg fuzzy logic, pattern recognition, and neural networks Oh Ser Wah TV White Spaces TV white space/cognitive radio, [email protected] Programme software defined radio, power line star.edu.sg communication and 3G and beyond Ong Ling Chuen RF, Antenna & Channel characterization at UWB [email protected] Optical Dept and Millimeter-wave bands; Radio- star.edu.sg over-Fiber & Microwave Photonics; Low Temperature Co-fired Ceramics and Millimeter-wave Imaging Pathmasuntha Jaya Intelligent Transport WiFi Localization, Super-resolution [email protected] ram Shankar Systems Programme techniques, GPS enhancements, star.edu.sg Sensor fusion for localization, Intelligent Transport Systems Peng Xiaoming Wireless Chipset Wireless Communication [email protected] Programme star.edu.sg Qing Xianming RF, Antenna & Antenna, Applied Electromagnetics, [email protected] Optical Dept Materials in Microwave Engineering, star.edu.sg RF bio-imaging

Jan 2015 Full list of supervisors Quek Tony Q.S. Sense and Sense- 1. Cooperative networks [email protected] abilities Programme 2. Interference management star.edu.sg 3. Wireless security 4. Wireless Multimedia systems 5. Computer vision 6. Cognitive radio 7. Compressive sensing Rice Mark Engineering Human computer interactions, [email protected] David Department human factors star.edu.sg Roy Sujoy Personalised Machine Learning, Computer Vision, [email protected] Interactive Tele-Svc User Modeling, Multimedia Analysis star.edu.sg Prog and Understanding Shi Bo Power Aware Design and analysis of analog & RF [email protected] Transceiver integrated circuits, transceiver star.edu.sg Programme architectures and linearization techniques for wireless communications. Sim Sian Hui Data Analytics Dept High dimensional clustering, [email protected] Kelvin subspace clustering, graph mining, star.edu.sg financial data mining Su Jian Baidu-I²R Research Information Extraction, Natural [email protected] Centre Language Processing, Text Mining star.edu.sg Sun Mei RF, Antenna & matematerial antenna, MMW/THz [email protected] Optical Department antenna, optical antenna star.edu.sg Sun Sumei Modulation & Multiple-input multiple-output [email protected] Coding Dept (MIMO) technologies, Multi-user star.edu.sg communications, Transmission technologies for interactive digital media (IDM) Tan Hwee Pink Sense and Sense- Design and performance evaluation [email protected] abilities Programme of wireless networking protocols; star.edu.sg Underwater, energy harvesting, wireless sensor networks, cognitive radio networks. Tan Hwee Xian Sense and Sense- wireless networking protocols, [email protected] abilities Programme wireless sensor networks, energy star.edu.sg efficiency in resource constrained networks, mobile crowdsourcing systems Tang Huajin Human Language Computational and biological [email protected] Technology Dept Intelligence (incl. learning, vision, star.edu.sg perception and memory), machine learning and neural networks, control and evolutionary optimization Tee Keng Peng Robotics Control theory, robotics, motor [email protected] Programme learning, brain-computer interface star.edu.sg Teo Chee Ming "Sense and Sense- Trust, Wireless network security, [email protected] Joseph abilities" Authentication, Privacy, Key star.edu.sg Programme Management, Energy- harvesting/Energy efficient security, Internet of Things (IoT Security), Smart Grid Security, mobile

Jan 2015 Full list of supervisors healthcare, vehicular network security, mesh network security, Security Management Tham Jo Yew Scalable Multimedia Image and video processing, [email protected] Platform compression, storage, management, star.edu.sg Programme protection, and streaming Thing Vrizlynn Cybercrime & Digital (multimedia, mobile device [email protected] Security Intelligence and network) forensics; Systems, Dept information and network security; Security intelligence Tran Huy Dat Human Language Statistical Signal Processing, Acoustic [email protected] Technology Dept field modeling, Speech Signal star.edu.sg Processing, Speech recognition, Speech enhancement, Machine Learning, Neural Signal Processing, Audio content analysis, and Acoustic surveillance Wan Kong Wah POINTS Image/Video retrieval, Computer [email protected] Vision, Pattern Recognition star.edu.sg Wang Jiangang Personalised Computer vision, Pattern [email protected] Interactive Tele-Svc Recognition, Human Computer star.edu.sg Prog Interaction, Biometrics Wang Yixin RF, Antenna & Optical Modulation, Optical [email protected]‐ Optical Dept Networks, Aircraft Structural Health star.edu.sg Monitoring, Optical Comms and Sensing Wang Yue Visual Computing Feature extraction and object [email protected] Dept detection, object segmentation star.edu.sg using deformable mode, 2D contour match. Wee Lawrence Data Analytics Dept Machine learning, bioinformatics, [email protected] Jin Kiat cancer biology, drug discovery, star.edu.sg biochemistry, translational research Wong Tung Engineering Wireless/Wireline Communications [email protected] Chong, Department and Networking star.edu.sg David Wong Wing Kee, Ocular Imaging Ocular Medical Imaging [email protected] Damon Programme star.edu.sg Wu Wei Data Analytics Dept database systems, spatial-temporal [email protected] data management and mining, mobile computing Wu Yan Robotics Social/assistive robotics and [email protected] Programme technology, human-robot interaction and robot learning paradigms Wu Yong Dong Infocomm Security Multimedia security, software [email protected] Dept security, network and star.edu.sg communication security

Xie Shoulie Signal Processing Image and video processing, [email protected] Dept communication

Jan 2015 Full list of supervisors Xiong Wei Visual Computing signal/image processing, image [email protected] Dept reconstruction (e.g., computer star.edu.sg tomography), deformable object segmentation/recognition/registrati on, unbiased modeling of objects, statistic pattern classification, online learning, acoustical imaging Yang Wenxian Signal Processing Image and video processing, [email protected] Dept multiview and 3D video processing star.edu.sg Yap Ghim Eng Data Analytics Dept Machine Learning, Data Mining, [email protected] Recommendation Systems, Privavy star.edu.sg Preserving Data Mining Yau Wei Yun Personalised Computer Vision, Biometrics, [email protected] Interactive Tele-Svc Medical image, video analysis, star.edu.sg Prog Intelligent systems. Yeo Sze Ling Infocomm Security Coding Mathematics and [email protected] Dept Cryptography star.edu.sg Yeow Wai Leong "Sense and Sense- Reliability in cloud computing, [email protected] abilities" wireless networking and resource star.edu.sg Programme management Yu Rongshan Signal Processing Audio/speech processing; [email protected] Dept Multimedia streaming; Signal Processing in green energy Yuan Miaolong Cognitive Robot Lab Computer vision and augmented [email protected] reality, machine learning, star.edu.sg computational intelligence Zeng Yonghong Reconfigurable Wireless communication, signal [email protected] Systems Programme processing star.edu.sg Zhang Haihong Neural & Biomedical Brain-Machine Interface (BMI) [email protected] Technology Dept star.edu.sg Zhang Rui Modulation & Communication & Information [email protected] Coding Dept Theory star.edu.sg Zhou Jianying Infocomm Security Computer and Network Security [email protected] Dept star.edu.sg Zhou Luying Photonic Switching High-speed networks, WDM optical [email protected] Programme networks, wireless networks, optical star.edu.sg access networks and Grid networking Zhou Xiaoqun RF, Antenna & Optical bio-sensors and optical [email protected] Optical Dept image processing star.edu.sg

Jan 2015