Institute of Information Science, Academia Sinica

Research

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2021 External Projects

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Project Code / Project Name
PI
co-PI
Term

Project Code

MOST106-2218-E-002-014-MY4
「數位經濟前瞻技術研發與應用」專案推動計畫(1/4)

PI

co-PI

Yang, De-Nian
Chen, Chu-Song

Term

2017-02 ~ 2021-01

Project Code

MOST106-2221-E-001-009-MY3
Automatic Verification and Synthesis of Programs for Data-Intensive Computing

PI

Chen, Yu-Fang

co-PI

Term

2017-08 ~ 2021-07

Project Code

MOST107-2218-E-001-011-MY3
Streaming Algorithms for Fundamental Graph and Geometry Problems

PI

Tsai, Meng-Tsung

co-PI

Term

2018-02 ~ 2021-01

Project Code

MOST107-2221-E-001-010-MY3
Logic for Rational Interaction with Uncertain Information

PI

Liau, Churn-Jung

co-PI

Term

2018-08 ~ 2021-07

Project Code

MOST107-2221-E-001-008-MY3
Voice Conversion and its Applications

PI

Wang, Hsin-Min

co-PI

Term

2018-08 ~ 2021-07

Project Code

MOST107-2221-E-001-011-MY3
Database Query for Immersive Mixed Reality (MR)

PI

Yang, De-Nian

co-PI

Term

2018-08 ~ 2021-07

Project Code

MOST107-2221-E-001-009-MY3
Deep Learning Study: Algorithm Designs for Efficient Learning, Meta-Reinforcement Learning, and Real-Time Bidding Applications

PI

Yeh, Mi-Yen

co-PI

Term

2018-08 ~ 2021-07

Project Code

MOST-107-2923-E-001-001-MY3
Design and Optimization of Non-Volatile One-Memory Architecture

PI

Chang, Yuan-Hao

co-PI

Term

2018-08 ~ 2021-07

Project Code

05T-1070920-1C
新世代人工智慧技術

PI

Liu, Tyng-Luh

co-PI

Term

2019-05 ~ 2021-05

Project Code

05T-1070829-3Q
Infomap分散式儲存架構以及個人化對話設計

PI

Hsu, Wen-Lian

co-PI

Term

2019-06 ~ 2021-03

Project Code

MOST108-2221-E-001-001-MY3
Design and Optimization of Multi-stream Bit-alterable Flash Storage for Next-generation In-memory Computing

PI

Chang, Yuan-Hao
Chen, Yu-Fang

co-PI

Term

2019-08 ~ 2022-08

Project Code

MOST108-2221-E-001-004-MY3
Performance and Lifetime Enhancement for PCM-based NN-training Systems

PI

Hong, Ding-Yong
Chang, Yuan-Hao

co-PI

Term

2019-08 ~ 2022-07

Project Code

MOST108-2221-E-001-007-MY2
Automated Service Composition: Natural Language Requirement Extraction and Multi-Objective Evolutionary Service Composition

PI

Wang, Chien-Min

co-PI

Term

2019-08 ~ 2021-07

Project Code

MOST108-2221-E-001-009-MY2
SCCC - Secure Cryptographic C Codes

PI

Wang, Bow-Yaw

co-PI

Yang, Bo-Yin

Term

2019-08 ~ 2021-07

Project Code

MOST108-2221-E-001-010-MY3
Formalization of RISC-V Extended Instructions for Development Tools

PI

Wang, Bow-Yaw

co-PI

Term

2019-08 ~ 2022-07

Project Code

MOST108-2221-E-001-011-MY3
The construction and online usage of huge endgame databases by hybridizing algorithmic and deep learning techniques

PI

Hsu, Tsan-sheng

co-PI

Term

2019-08 ~ 2022-09

Project Code

MOST108-2221-E-001-012-MY3
Sense and Sensitivity: Multi-modal Text Understanding and Generation

PI

Ku, Lun-Wei

co-PI

Term

2019-08 ~ 2022-07

Project Code

MOST108-2221-E-001-014-MY3
Human lncRNA-DNA interaction atlas: identifying the lncRNA-DNA triplexes and assessing their combinatorial rules in genome regulation

PI

Tsai, Huai-Kuang

co-PI

Term

2019-08 ~ 2022-07

Project Code

MOST108-2221-E-001-013-MY3
Developing a head-mounted miniature microscope and enhancing image quality by deep learning

PI

Shih, Arthur Chun-Chieh

co-PI

Term

2019-08 ~ 2022-07

Project Code

10827509560
通訊監察語音辨識譯文即時傳輸系統

PI

Ko, Ming-Tat

co-PI

Wang, Hsin-Min

Term

2019-10 ~ 2027-12

Project Code

MOST108-2923-E-001-001-MY2
臺以(IL)雙邊協議型擴充加值(add-on)國際合作研究計畫-自主代理人多模式欺騙偵測機制之研究

PI

Ku, Lun-Wei

co-PI

Term

2019-12 ~ 2021-11

Project Code

05T-1080905-1Q
建置最佳化智慧型交通路網

PI

Liao, Mark

co-PI

Lu, Chi-Jen
Wu, I-Chen
Wang, Da-Wei

Term

2019-12 ~ 2021-03

Project Code

MOST109-2923-E-001-001-MY3
PQCrypto side-channel secure implementations

PI

Yang, Bo-Yin

co-PI

Term

2020-01 ~ 2022-12

Project Code

05T-1090415-1Q
藉由多視角攝影機來開發偵測多人三維人體姿態技術

PI

Chen, Chu-Song

co-PI

Li, Jia-Da
Lee, Jia-Hong

Term

2020-04 ~ 2021-02

Project Code

109-2926-I-001-503
補助擔任世界計算語言學協會亞太分會備位主席,所出席國際學術會議活動所需之相關經費:註冊費、出差旅費及學會年費(2/2)

PI

Su, Keh-Yih

co-PI

Term

2020-04 ~ 2021-01

Project Code

NSPO-S109160
影像除類胡椒鹽型態之雜訊演算法委託研究案

PI

Hwang, Wen-Liang

co-PI

Term

2020-04 ~ 2021-12

Project Code

MOST109-2740-B-400-002
生技醫藥生物資訊核心設施

PI

Hsu, Wen-Lian

co-PI

Term

2020-05 ~ 2021-04

Project Code

MOST109-2222-E-001-004-MY3
Multi-source Cross-lingual Information Extraction and Knowledge Integration for Causal Analysis and Fact Checking

PI

Huang, Hen-Hsen

co-PI

Term

2020-05 ~ 2023-06

Project Code

MOST109-2218-E-001-002
以使用者有感為導向的環境物聯網大數據分析:以 PM2.5 為例(IV)

PI

Chen, Ling-Jyh

co-PI

Term

2020-06 ~ 2021-07

Project Code

MOST109-2218-E-001-004
雲端財富及風險管理:投資策略與智能交易技術與高效率演算法開發研究(IV)

PI

Ho, Jan-Ming
Ko, Ming-Tat

co-PI

Term

2020-06 ~ 2021-10

Project Code

109-2813-C-001-001-E
109年度大專學生研究計畫-方俞婷

PI

Chang, Yuan-Hao

co-PI

Term

2020-07 ~ 2021-02

Project Code

109-2813-C-001-002-E
109年度大專學生研究計畫-張凱博

PI

Hsu, Wen-Lian

co-PI

Term

2020-07 ~ 2021-02

Project Code

109-2813-C-001-027-E
109年度大專學生研究計畫-陳品蓉

PI

Chen, Yu-Fang

co-PI

Term

2020-07 ~ 2021-02

Project Code

MOST109-2515-S-001-003
The Popularization of Music and Artificial Intelligence Project

PI

Su, Li

co-PI

Term

2020-08 ~ 2021-07

Project Code

MOST109-2221-E-001-007
Development of Hybrid Genome Assembly Algorithms of New-Generation Long and Short Sequencing Data and corresponding Quality Assessment Methods

PI

Ho, Jan-Ming

co-PI

Term

2020-08 ~ 2021-07

Project Code

MOST109-2221-E-001-008
Improving Distributed Deep Learning with Communication Optimization and a Server-Client Cooperative Learning Framework

PI

Wu, Jan-Jan

co-PI

Term

2020-08 ~ 2021-07

Project Code

MOST109-2311-B-001-024
Develop Novel Approach to identify and design Anti-Microbial Peptide in AI with an integrated online web portal for prediction

PI

Lin, Chung-Yen

co-PI

Term

2020-08 ~ 2021-07

Project Code

MOST109-2221-E-001-003-MY2
Machine-Aided Derivation of Imperative Programs Based on Weakest Precondition and Separation Logic

PI

Mu, Shin-Cheng

co-PI

Term

2020-08 ~ 2022-07

Project Code

MOST109-2221-E-001-005-MY3
Intelligent Low-cost Air Quality Sensing with Agility on the Edge

PI

Chen, Ling-Jyh

co-PI

Term

2020-08 ~ 2023-07

Project Code

MOST109-2221-E-001-006-MY3
Un-rectifying non-linear networks: theory, optimization, and applications

PI

Hwang, Wen-Liang

co-PI

Term

2020-08 ~ 2023-07

Project Code

MOST109-2221-E-001-009-MY3
Following the 3rd Round of the U.S. National Institute of Standards and Technology Post-Quantum Cryptography Standardization Process

PI

Yang, Bo-Yin

co-PI

Term

2020-08 ~ 2023-07

Project Code

MOST109-2221-E-001-010-MY3
Big data dynamic analysis and automatic threat report generation of malware attack intent

PI

Chen, Meng Chang

co-PI

Term

2020-08 ~ 2023-07

Project Code

MOST109-2221-E-001-011-MY3
Lifelong Learning with No Regret

PI

Lu, Chi-Jen

co-PI

Term

2020-08 ~ 2023-07

Project Code

MOST109-2628-E-001-001-MY3
String constraint solving--an enabling technique for web-program analysis

PI

Chen, Yu-Fang

co-PI

Term

2020-08 ~ 2023-07

Project Code

MOST109-2221-E-001-014
Spectral library searching to improve proteomic identification and quantitation

PI

Sung, Ting-Yi

co-PI

Term

2020-08 ~ 2021-07

Project Code

MOST109-2221-E-001-015
Disinformation Detection, Intervention, and Simulation: Towards a Controllable Online Environment for Disinformation Management(1/3)

PI

Ku, Lun-Wei

co-PI

Term

2020-08 ~ 2021-07

Project Code

MOST109-2221-E-001-016
Listen Watch and Read: Multimodal Information Authenticity Detection and Source Tracking(1/3)

PI

Wang, Hsin-Min

co-PI

Tsao, Yu
Chen, Jun-Cheng

Term

2020-08 ~ 2021-07

Project Code

MOST109-2221-E-001-021
Conducting multi-hop inference with external knowledge

PI

Su, Keh-Yih
Ko, Ming-Tat

co-PI

Term

2020-08 ~ 2021-07

Project Code

MOST109-2221-E-001-023
Security and Privacy of Artificial Intelligence--From the Viewpoint of Deep Learning

PI

Lu, Chun-Shien

co-PI

Term

2020-08 ~ 2021-07

Project Code

MOST109-2221-E-001-017-MY2
Multi-Item Viral Marketing with Knowledge Graph

PI

Yang, De-Nian

co-PI

Term

2020-08 ~ 2022-07

Project Code

MOST109-2221-E-001-018-MY3
Content Generation and Interaction Systems for Virtual Musicians

PI

Su, Li

co-PI

Term

2020-08 ~ 2023-07

Project Code

MOST109-2223-E-001-001-MY3
Theoretical Challenges and Opportunities in Post-Quantum Cryptography

PI

Chung, Kai-Min

co-PI

Term

2020-08 ~ 2023-07

Project Code

MOST109-2621-M-001-001
Innovative and Sustainable Research Data Management and Collaboration(2/3)

PI

Chuang, Tyng-Ruey

co-PI

Term

2020-08 ~ 2022-01

Project Code

MOST109-2314-B-001-012
Omic-based approach to reveal the molecular battles of hepatitis B virus-associated tumor microenvironment in hepatocellular carcinoma(3/3)

PI

Lin, Chung-Yen

co-PI

Term

2020-08 ~ 2021-07

Project Code

MOST109-2222-E-001-002-MY3
Type-Theoretic Foundations for Metaprogramming

PI

Ko, Hsiang-Shang

co-PI

Term

2020-08 ~ 2023-07

Project Code

MOST109-2221-E-001-025-MY3
Streaming Algorithms for Fundamental Graph and Geometry Problems (II)

PI

Tsai, Meng-Tsung

co-PI

Term

2020-08 ~ 2023-09

Project Code

P20053
Secure Multiparty Quantum Computation

PI

Chung, Kai-Min

co-PI

Term

2020-08 ~ 2024-09

Project Code

10927509230
通訊監察語音辨識譯文即時傳輸系統後續擴充

PI

Wang, Hsin-Min

co-PI

Ko, Ming-Tat

Term

2020-09 ~ 2025-12

Project Code

G20056
數位醫療資訊系統暨快速健康照護互通資源(FHIR)專案

PI

Wang, Da-Wei

co-PI

Term

2020-11 ~ 2022-11

Project Code

05T-1091110-1Q
數位貨幣研究與試驗研究計畫

PI

Wang, Da-Wei

co-PI

Term

2020-12 ~ 2022-09

Project Code

MOST110-2634-F-001-007
Deep Learning for Multimedia Information Processing and Applications(4/4)

PI

Liao, Mark

co-PI

Term

2021-01 ~ 2021-12

Project Code

MOST110-2634-F-001-008
Merging heterogeneous deep models and learning retrieval features(4/4)

PI

Chen, Chu-Song

co-PI

Term

2021-01 ~ 2021-01

Project Code

MOST110-2634-F-001-009
GAN-Inspired Deep Learning Techniques and Network Compression for Computer Vision Applications(4/4)

PI

Liu, Tyng-Luh

co-PI

Term

2021-01 ~ 2021-12

Project Code

MOST110-2634-F-001-010
Intelligent Conversational Robot for learning assistance with natural language understanding(1/5)(4/4)

PI

Hsu, Wen-Lian

co-PI

Term

2021-01 ~ 2021-03

Project Code

MOST110-2634-F-001-011
The Construction of A Concept-based Chinese Knowledge Base with Semantic Composition Capability(3/4)

PI

Ma, Wei-Yun

co-PI

Term

2021-01 ~ 2021-12

Project Code

MOST110-2634-F-008-004
智慧型照護互動系統-基於深度智能之口語處理技術(4/4)

PI

Wang, Hsin-Min

co-PI

Term

2021-01 ~ 2022-03

Project Code

P21006
鼻咽部腫瘤放射治療之適應性調節

PI

Wang, Hsin-Min

co-PI

Chen, Chu-Song

Term

2021-03 ~ 2022-06

Project Code

05T-1100309-1Q
智慧型交通分析解決方案

PI

Liao, Mark

co-PI

Wu, I-Chen
Lin, Jen-Chun

Term

2021-04 ~ 2022-12

Project Code

(110)資創約字第0922號
基於熱點事件發現的知識圖譜更新機制

PI

Yang, De-Nian

co-PI

Term

2021-04 ~ 2021-12

Project Code

(110)資創約字第0923號
運用深度學習知識嵌入之知識圖譜跨知識節點問答技術

PI

Yeh, Mi-Yen

co-PI

Term

2021-04 ~ 2021-12

Project Code

NSPO-S-110149
福衛五號影像融合演算法委託研究案

PI

Hwang, Wen-Liang

co-PI

Term

2021-05 ~ 2022-12

Project Code

MOST110-2923-E-001-001-MY2
UpStream - Using Participatory approaches to instigate improvements in water quality

PI

Chen, Ling-Jyh

co-PI

Term

2021-06 ~ 2022-11

Project Code

110-2813-C-001-028-E
110年度大專學生研究計畫-鍾亞倫

PI

Chen, Yu-Fang

co-PI

Term

2021-07 ~ 2022-02

Project Code

110-2813-C-001-029-E
110年度大專學生研究計畫-何國睿

PI

Ho, Jan-Ming
Chen, Meng Chang

co-PI

Term

2021-07 ~ 2022-02

Project Code

MOST110-2311-B-001-020
Develop Novel Approach to identify and design Anti-Microbial Peptide in AI with an integrated online web portal for prediction

PI

Lin, Chung-Yen

co-PI

Term

2021-08 ~ 2022-07

Project Code

MOST110-2621-M-001-006
Innovative and Sustainable Research Data Management and Collaboration(3/3)

PI

Chuang, Tyng-Ruey

co-PI

Term

2021-08 ~ 2022-10

Project Code

MOST110-2221-E-001-004
Configurable Virtual Platform for Deep Learning Accelerators

PI

Hong, Ding-Yong

co-PI

Term

2021-08 ~ 2022-07

Project Code

MOST110-2221-E-001-006-MY2
Exploring supervised machine learning with genetic programming: using the identification of probability distribution and QoS time series prediction for Web services as examples

PI

Wang, Chien-Min

co-PI

Term

2021-08 ~ 2023-07

Project Code

MOST110-2221-E-001-007-MY2
Optimizing Hybrid Neural Network Model on Heterogeneous System Architecture

PI

Wu, Jan-Jan

co-PI

Term

2021-08 ~ 2023-07

Project Code

MOST110-2221-E-001-008-MY3
High Assurance Crypto Software

PI

Yang, Bo-Yin

co-PI

Term

2021-08 ~ 2024-07

Project Code

MOST110-2223-E-001-001
Design and Optimization for High-performance and Ultra-scale Storage Systems(1/4)

PI

Chang, Yuan-Hao

co-PI

Lo, Si-Wu

Term

2021-08 ~ 2022-09

Project Code

MOST110-2221-E-001-012
Research on Multi-Object Tracking

PI

Liao, Mark

co-PI

Term

2021-08 ~ 2022-07

Project Code

MOST110-2221-E-001-017
Attention-driven Deep Learning Models for One-Shot Object Detection

PI

Liu, Tyng-Luh

co-PI

Term

2021-08 ~ 2022-07

Project Code

MOST110-2221-E-001-023
Rigorous variant peptide identification and verification for neoantigen priorization

PI

Sung, Ting-Yi

co-PI

Term

2021-08 ~ 2022-07

Project Code

MOST110-2314-B-001-006
Construction of Omics data hub for human clinical-grade placenta-derived mesenchymal stem cell (pcMSC) to decipher microenvironmental immune changes on lung injury(1/3)

PI

Lin, Chung-Yen

co-PI

Term

2021-08 ~ 2022-07

Project Code

MOST110-2628-E-001-001
Advanced Deep Learning Models on Multi-Relational Graphs(1/3)

PI

Yeh, Mi-Yen

co-PI

Term

2021-08 ~ 2022-07

Project Code

MOST110-2221-E-001-010-MY3
Auditory reconstruction from bio-signals using deep learning

PI

Su, Li

co-PI

Term

2021-08 ~ 2024-07

Project Code

MOST110-2221-E-001-013-MY3
A comprehensive platform for the in-silico detection, feature analysis, and comparative genomics of extrachromosomal circular DNA (eccDNA) from various high throughput sequencing data

PI

Tsai, Huai-Kuang

co-PI

Term

2021-08 ~ 2024-07

Project Code

MOST110-2221-E-001-014-MY3
Optimizing Pandemic Containment by Analysis of Contact Social Networks

PI

Yang, De-Nian

co-PI

Term

2021-08 ~ 2024-07

Project Code

MOST110-2221-E-001-015-MY3
Automatic Speech Recognition Based on Discriminative Autoencoder

PI

Wang, Hsin-Min

co-PI

Term

2021-08 ~ 2024-07

Project Code

MOST110-2221-E-001-016-MY3
Music-driven Photo Wake-up

PI

Lin, Jen-Chun

co-PI

Term

2021-08 ~ 2024-07

Project Code

MOST110-2221-E-001-020-MY2
Interpretable Optimization-based Deep Learning Network in Simultaneously Solving Multiple Image Inverse Problems

PI

Lu, Chun-Shien

co-PI

Term

2021-08 ~ 2023-07

Project Code

MOST110-2221-E-001-022-MY3
An Exploring Study on Building Affective Artificial Intelligence by Neural-Symbolic Computing

PI

Liau, Churn-Jung

co-PI

Term

2021-08 ~ 2024-07

Project Code

MOST110-2221-E-001-001
Disinformation Detection, Intervention, and Simulation: Towards a Controllable Online Environment for Disinformation Management(2/3)

PI

Ku, Lun-Wei

co-PI

Term

2021-08 ~ 2022-07

Project Code

MOST110-2221-E-001-002
Listen Watch and Read: Multimodal Information Authenticity Detection and Source Tracking(2/3)

PI

Wang, Hsin-Min

co-PI

Term

2021-08 ~ 2022-07

Project Code

05T-1100521-1C
Fast verified post-quantum software

PI

Yang, Bo-Yin

co-PI

Chou, Tung
Wang, Bow-Yaw

Term

2021-08 ~ 2027-12

Project Code

MOST110-2634-F-006-022
具有整合協力合作之開放式人工智慧病理分析平台(1/2)

PI

Lu, Chun-Shien

co-PI

Term

2021-11 ~ 2022-10

Project Code

MOST110-2634-F-002-050
適用於智慧服務的可信賴AI先進技術研究-適用於智慧服務的可信賴AI先進技術研究(1/2)

PI

Liao, Mark

co-PI

Term

2021-11 ~ 2022-10

Project Code

MOST110-2634-F-A49-005
邁向2030年智慧醫療大健康跨域計畫(1/2)

PI

Wang, Da-Wei

co-PI

Term

2021-11 ~ 2023-01

Project Code

MOST110-2634-F-007-027
聰明生產與智慧精準製造之數位決策、AI模型、大數據治理與核心技術之整合製造平台及其科技法律與產業生態系統(1/2)

PI

Liu, Tyng-Luh

co-PI

Term

2021-11 ~ 2022-10

Project Code

MOST110-2634-F-002-051
自我訓練以及可信賴學習技術的次世代智能服務--NexIS:自我監督以及可信賴學習技術的次世代智能服務(1/2)

PI

Ku, Lun-Wei

co-PI

Term

2021-11 ~ 2023-01