Research Fellows - Institute of Information Science Academia Sinica

Research Fellows

Liao, Mark Distinguished Research Fellow/Professor & Director

Content-based Multimedia Retrieval ; Video-based Human Behaviour Analysis ; Multimedia Protection ; 3D Mesh Decomposition and Recognition ; Multimedia Signal Processing

Chang, Yuan-Hao Research Fellow/Professor & Deputy Director

Non-volatile Memory ; Memory/Storage Systems ; Operating Systems ; Real-time Systems ; Embedded Systems ; Computer Systems

Wang, Da-Wei Research Fellow/Professor & Deputy Director

Privacy Enhancing Technology ; Graph Theory and Algorithm ; Medical Informatics

Chen, Chu-Song Research Fellow/Professor

Deep Learning ; Pattern Recognition ; Computer Vision ; Image Processing ; Multimedia

Chen, Ling-Jyh Research Fellow/Professor

Networked Sensing Systems ; Internet of Things ; Big Data Analytics

Chen, Meng Chang Research Fellow/Professor

Wireless Networks ; Text Mining and Knowledge Discovery ; Network and Computer System Security ; Computer Assisted Language Learning

Chen, Yu-Fang Research Fellow/Professor

Software Verification ; Model Checking ; Automata Theory ; Algorithmic Learning ; Formal Methods

Chuang, Tyng-Ruey Associate Research Fellow/Professor

Functional Programming ; Programming Languages and Systems ; XML and Web Technologies ; Open Geospatial Information Processing ; Social Implications of Information Technologies

Chung, Kai-Min Research Fellow/Professor

Cryptography, Complexity Theory, Quantum Cryptography

Ho, Jan-Ming Research Fellow/Professor

Combinatorial Optimization and Algorithm Design ; Multimedia Network Protocol and Applications ; Design of Algorithms and Applications of Machine Learning and Big Data Technologies in Bioinformatics and Financial Computing ; Text Retrieval and Mining on Social Media and Deep Content Web Site

Hsu, Tsan-sheng Research Fellow/Professor

Design, Analysis, Implementation and Performance Evaluation of Computer Algorithms ; Graph Theory and Its Applications ; Data-Intensive Computing ; Data Privacy ; Theory of Classical Computer Games

Hsu, Wen-Lian Distinguished Research Fellow/Professor

Analysis of algorithms, graph theory. ; Search methods in artificial intelligence. ; Bioinformatics, computational biology. ; Computational linguistics. ; Natural language understanding. ; Intelligent agent systems

Hwang, Wen-Liang Research Fellow/Professor

Numerical Optimization ; Signal, Image and Video Processing ; Wavelet and Time Frequency Analysis

Ko, Hsiang-Shang Assistant Research Fellow/Professor

Dependently Typed Programming ; Datatype-Generic Programming ; Bidirectional Programming ; Algebra of Programming / Program Calculation ; Functional Programming / Type Theory

Ko, Ming-Tat Research Fellow/Professor

Graph Algorithms ; Computational Geometry ; Algorithms ; Bioinformatics

Ku, Lun-Wei Associate Research Fellow/Professor

Natural Language Processing ; Computational Linguistics ; Sentiment (Opinion and Emotion) Analysis ; Information Extraction and Retrieval ; Chinese Language Processing ; Topic Detection and Tracking ; Artificial Intelligence ; Computer Assisted Language Learning (CALL)

Lee, Der- Tsai Distinguished Visiting Chair

Design and Analysis of Algorithms ; Computational Geometry ; Web based Computing ; Software Security ; Algorithm Visualization ; Bioinformatics ; Digital Libraries

Lee, PeiZong Research Fellow/Professor

Parallel Algorithm Design ; Compilers for Scientific Applications ; Scientific Computations ; Digital Signal Processing

Liau, Churn-Jung Research Fellow/Professor

Applied Logic ; Logic in Artificial Intelligence ; Reasoning about Uncertainty

Lin, Chung-Yen Research Fellow/Professor

Systems Biology, Network Biology, Proteomics, Precision medicine, high throughput biology

Lin, Jen-Chun Assistant Research Fellow/Professor

Multimedia Content Understanding ; Engaging Users with Multimedia ; Deep Learning ; Affective Computing

Liu, Jane Win Shih Distinguished Visiting Chair

Liu, Jing-Sin Associate Research Fellow/Professor

Robotics ; Nonlinear Control ; Intelligent Control

Liu, Tyng-Luh Research Fellow/Professor

Computer Vision ; Artificial Intelligence ; Machine Learning ; Medical Imaging

Lu, Chi-Jen Research Fellow/Professor

Machine Learning ; Computational Complexity ; Algorithms ; Game Theory

Lu, Chun-Shien Research Fellow/Professor

Compressive Sensing & Inverse Problems ; Image/Signal Processing ; Security and Privacy in Multimedia and Machine Learning ; Machine Learning

Ma, Wei-Yun Associate Research Fellow/Professor

Natural Language Processing ; Machine Learning ; Deep Learning ; Knowledge Representation and Reasoning ; Natural Language Understanding ; Question Answering

Mu, Shin-Cheng Associate Research Fellow/Professor

Program Inversion ; Program Derivation ; Functional Programming ; Programming Language ; Type Theory and Logic

Shih, Arthur Chun-Chieh Research Fellow/Professor

Next-Generation Sequencing ; microRNA Regulation ; Molecular Evolution ; Short Read Sequence Assembly

Su, Keh-Yih Research Fellow/Professor

Text Understanding and Inference ; Machine Reading (Intelligent Q&A) ; Cross-Document Knowledge Discovery ; Multi-Document Analysis/Processing ; Deep Learning for NLP ; Natural Language Understanding ; Automatic Knowledge Acquisition ; Artificial Intelligence ; Statistical Language Modeling ; Machine Learning

Su, Li Assistant Research Fellow/Professor

Music information retrieval, sound and music computing, biomedical signal processing

Sung, Ting-Yi Research Fellow/Professor

Bioinformatics for mass spectrometry-based proteomics ; Membrane proteomics ; Membrane protein structure prediction

Tsai, Huai-Kuang Research Fellow/Professor

Evolutionary algorithm ; Bioinformatics ; Regulatory mechanism ; Metagenomics ; Computational Biology

Wang, Bow-Yaw Research Fellow/Professor

Model Checking ; Formal Method

Wang, Chien-Min Associate Research Fellow/Professor

Cloud Computing ; Parallel and Distributed Computing ; Dynamic Binary Translation ; Human Centered Computing

Wang, Hsin-Min Research Fellow/Professor

Spoken Language Processing ; Natural Language Processing ; Multimedia Information Retrieval ; Machine Learning ; Pattern Recognition

Wu, Jan-Jan Research Fellow/Professor

Cluster and Cloud Computing ; Resource Allocation and Task Scheduling in Parallel and Distributed Systems ; Dynamic Binary Translation and Virtualization on Multi-cores ; Energy-efficient Virtualization on Heterogeneous and Asymmetric Multi-cores ; Parallel and Distributed Processing for Big Data

Yang, Bo-Yin Research Fellow/Professor

Applied Cryptography ; Combinatorics and Analysis of Algorithms

Yang, De-Nian Research Fellow/Professor

Network Analysis and Optimization, Multimedia and Social Networks, Data Mining and Machine Learning

Yeh, Mi-Yen Research Fellow/Professor

Data Mining ; Databases ; Time Series Analysis ; Social Network Analysis

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