Institute of Information Science, Academia Sinica

Research Overview

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2020 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

MOST106-2218-E-001-003-MY3
Automatic music transcription algorithms for interactive music systems

PI

Su, Li

co-PI

Term

2017-08 ~ 2020-07

Project Code

MOST106-2221-E-001-008-MY3
Null Space Component Analysis for Source Separation: Algorithm, Theory, and Learning

PI

Hwang, Wen-Liang

co-PI

Term

2017-08 ~ 2020-07

Project Code

MOST106-2221-E-001-005-MY3
Online Learning with Limited Feedback

PI

Lu, Chi-Jen

co-PI

Term

2017-08 ~ 2020-07

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

MOST106-2628-E-001-002-MY3
Cryptography for Modern Cloud Architecture

PI

Chung, Kai-Min

co-PI

Term

2017-08 ~ 2020-07

Project Code

MOST106-2221-E-001-006-MY3
Algorithmic Studies of Combinatorial Optimization and Geometric Computing Problems

PI

Lee, Der- Tsai
Ho, Jan-Ming

co-PI

Term

2017-08 ~ 2020-07

Project Code

05T-1070103-1C
AI智能決策應用合作計畫

PI

Liao, Mark

co-PI

Term

2018-02 ~ 2020-01

Project Code

05T-1070104-1C
大數據資安防禦

PI

Liao, Mark

co-PI

Term

2018-02 ~ 2020-01

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

3000546057
基於肌肉震動訊號開發肌肉疲勞與肌力變化之辨識模組

PI

Hwang, Wen-Liang

co-PI

Term

2018-04 ~ 2020-12

Project Code

P18028
教育部補助人工智慧競賽與標註資料蒐集-子計畫(一):全國大專校院人工智慧競賽-生醫文本探勘競賽計畫

PI

Hsu, Wen-Lian

co-PI

Term

2018-07 ~ 2020-03

Project Code

MOST107-2221-E-001-017-MY2
Issues of Applying Machine Learning to Simulation System: Influenza Simulation System as An Example

PI

Wang, Da-Wei

co-PI

Term

2018-08 ~ 2020-07

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-001-014-MY2
Integrating Domain Knowledge into DNN for Machine Reading Comprehension: With Math Word Problem Solver and Social Studies Q&A as two test cases

PI

Su, Keh-Yih

co-PI

Term

2018-08 ~ 2020-07

Project Code

MOST107-2221-E-001-015-MY2
Deep Sensing: A Deep Learning Framework for Compressive Sensing

PI

Lu, Chun-Shien

co-PI

Term

2018-08 ~ 2020-07

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

NSPO-S-107147
衛星影像核函數估算自動化發展委託研究案

PI

Hwang, Wen-Liang

co-PI

Term

2018-09 ~ 2020-12

Project Code

MOST107-2218-E-001-010-MY2
深度學習及其在自動化影音生成之應用

PI

Lin, Jen-Chun

co-PI

Term

2018-10 ~ 2020-09

Project Code

05T-1070809-1Q
深度學習人臉資訊處理與影像檢索

PI

Chen, Chu-Song

co-PI

Term

2018-11 ~ 2020-02

Project Code

108-2911-I-001-513
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(1/2)

PI

Su, Keh-Yih

co-PI

Term

2019-04 ~ 2020-03

Project Code

MOST108-2319-B-400-001
生技醫藥生物資訊核心設施

PI

Hsu, Wen-Lian

co-PI

Term

2019-05 ~ 2020-04

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

MOST108-2221-E-001-002
Making Sense of Internet of Environmental Things: Using PM2.5 as an Example(3/3)

PI

Chen, Ling-Jyh

co-PI

Term

2019-06 ~ 2020-08

Project Code

MOST108-2218-E-001-003
Developing Cloud-based Highly-Efficient Technology and Algorithms for Wealth-Management(3/3)

PI

Ho, Jan-Ming

co-PI

Term

2019-06 ~ 2020-10

Project Code

108-2218-E-468-001
供應鏈金融:大數據風險信評分析與智能合約眾籌監理技術應用-供應鏈金融隨機風險建模與決策支援(3/3)

PI

Ku, Lun-Wei

co-PI

Term

2019-06 ~ 2020-08

Project Code

32T-1001212-2C
創音計畫:深度學習與人工智能應用於商用音樂創作平台

PI

Su, Li

co-PI

Term

2019-06 ~ 2020-05

Project Code

MOST108-3111-Y-001-058
中文知識圖譜新一代建構技術:利用強化學習同步優化剖析與資訊擷取

PI

Ma, Wei-Yun

co-PI

Term

2019-06 ~ 2020-10

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

NSPO-S-108219
福衛五號影像之人工智慧去光斑演算法委託研究案

PI

Hwang, Wen-Liang

co-PI

Term

2019-06 ~ 2020-12

Project Code

108-2813-C-001-002-E
108年度大專學生研究計畫-林子棠

PI

Lin, Chung-Yen

co-PI

Term

2019-07 ~ 2020-02

Project Code

108-2813-C-001-010-E
108年度大專學生研究計畫-陳評詳

PI

Chang, Yuan-Hao

co-PI

Term

2019-07 ~ 2020-02

Project Code

108-2813-C-001-012-E
108年度大專學生研究計畫-黃子恒

PI

Chen, Ling-Jyh

co-PI

Term

2019-07 ~ 2020-02

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

co-PI

Term

2019-08 ~ 2022-07

Project Code

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

PI

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 ~ 2022-07

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-001-002
Group Item Recommendation for Social Networks in Virtual Reality

PI

Yang, De-Nian

co-PI

Term

2019-08 ~ 2020-07

Project Code

MOST108-2221-E-001-005
Type Systems and Logical Foundations for Concurrent Processes

PI

Mu, Shin-Cheng

co-PI

Term

2019-08 ~ 2020-07

Project Code

MOST108-2221-E-001-006
Communication Optimization for Distributed Deep Learning

PI

Wu, Jan-Jan

co-PI

Term

2019-08 ~ 2020-07

Project Code

MOST108-2221-E-001-008
Post-Quantum Cryptography and its Implementations

PI

Yang, Bo-Yin

co-PI

Term

2019-08 ~ 2020-10

Project Code

MOST108-2221-E-001-015
Composite Neural Network: Theory, Methodology and Prototypes

PI

Chen, Meng Chang

co-PI

Term

2019-08 ~ 2020-07

Project Code

MOST108-2221-E-001-016
Improving variant peptide identification in proteogenomics analysis

PI

Sung, Ting-Yi

co-PI

Term

2019-08 ~ 2020-07

Project Code

MOST108-2621-M-001-006
Innovative and Sustainable Research Data Management and Collaboration(1/3)

PI

Chuang, Tyng-Ruey

co-PI

Term

2019-08 ~ 2020-12

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

108-2314-B-001-002
Omic-based approach to reveal the molecular battles of hepatitis B virus-associated tumor microenvironment in hepatocellular carcinoma(2/3)

PI

Lin, Chung-Yen

co-PI

Term

2019-08 ~ 2020-07

Project Code

MOST108-2622-E-001-001-CC2
創音計畫:深度學習與人工智能應用於商用音樂創作平台(2/2)

PI

Su, Li

co-PI

Term

2019-08 ~ 2020-07

Project Code

P19049
十二年國民基本教育-科技領域課程綱要英譯工作計畫

PI

Lee, Der- Tsai

co-PI

Term

2019-08 ~ 2020-04

Project Code

STPI-S-108028
科技大擂台語音競賽題目設計委託案

PI

Hsu, Wen-Lian

co-PI

Term

2019-08 ~ 2020-05

Project Code

MOST108-2321-B-002-071
日本鰻人工繁殖之關鍵技術開發與整合-以高成長、性別決定和良好激素反應相關之基因標誌建立日本鰻種鰻篩選技術

PI

Lin, Chung-Yen

co-PI

Term

2019-10 ~ 2020-09

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 ~ 2022-12

Project Code

MOST108-2823-8-001-004
價創計畫:以建築物/環境資料為基礎的室內定位系統和服務

PI

Liu, Jane Win Shih

co-PI

Term

2019-11 ~ 2020-09

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

MOST108-3011-F-075-001
結合人工智慧與影像醫學:全方位疾病診斷與治療策略的研究與推廣(3/3)

PI

Wang, Da-Wei

co-PI

., .

Term

2019-12 ~ 2020-12

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

MOST109-2634-F-001-008
Intelligent Conversational Robot for learning assistance with natural language understanding(1/5)(3/4)

PI

Hsu, Wen-Lian

co-PI

Ma, Wei-Yun

Term

2020-01 ~ 2020-12

Project Code

MOST109-2634-F-001-009
Merging heterogeneous deep models and learning retrieval features(3/4)

PI

Chen, Chu-Song

co-PI

Ku, Lun-Wei
Wang, Hsin-Min

Term

2020-01 ~ 2020-12

Project Code

MOST109-2634-F-001-010
The Construction of A Concept-based Chinese Knowledge Base with Semantic Composition Capability(2/4)

PI

Ma, Wei-Yun

co-PI

Term

2020-01 ~ 2020-12

Project Code

MOST109-2634-F-001-011
Deep Learning for Multimedia Information Processing and Applications(3/4)

PI

Liao, Mark

co-PI

Term

2020-01 ~ 2020-12

Project Code

MOST109-2634-F-001-012
Deep Learning for Emerging Computer Vision Applications

PI

Liu, Tyng-Luh

co-PI

Term

2020-01 ~ 2020-12

Project Code

MOST109-2119-M-001-010-A
Deep learning and big data analysis of PM2.5 estimation, prediction and warning.(3/3)

PI

Chen, Meng Chang

co-PI

Term

2020-01 ~ 2020-12

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

109農科-12.3.1-科-a2
建構台灣鯛基因體育種分析整合平台以應用於抗病台灣鯛分子標誌輔助選育

PI

Lin, Chung-Yen

co-PI

Term

2020-01 ~ 2020-12

Project Code

MOST109-2634-F-007-018
應用於先進製程之大數據智慧分析與決策系統2/4

PI

Lu, Chun-Shien

co-PI

Term

2020-01 ~ 2020-12

Project Code

MOST109-2634-F-008-006
智慧型照護互動系統-基於深度智能之口語處理技術(3/4)

PI

Wang, Hsin-Min

co-PI

Term

2020-01 ~ 2020-12

Project Code

(109)資創約字第1134號
知識圖譜時序動態關聯預測技術

PI

Yang, De-Nian

co-PI

Tai, Chih-hua
SHUAI, HONG-HAN
Shen, Chih-ya

Term

2020-01 ~ 2020-12

Project Code

(109)資創約字第1164號
問答知識推論技術

PI

Yeh, Mi-Yen

co-PI

Term

2020-01 ~ 2020-12

Project Code

109農科-1.2.2-漁-F4
臺灣沿近海帶魚漁業資源管理研究

PI

Lin, Chung-Yen

co-PI

Term

2020-03 ~ 2020-12

Project Code

10910
戰後台灣人權相關事件與人物的基礎知識架構的建立:維基資料庫的應用研究計畫

PI

Chuang, Tyng-Ruey

co-PI

Chang, Shao-Chuan
Lee, Cheng-Jen
Chen, Shun-Ling

Term

2020-03 ~ 2020-12

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

109-2626-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

(109)資轉約字第0804號
中文自監督式學習語言表徵模型技術研究

PI

Ku, Lun-Wei

co-PI

Term

2020-05 ~ 2020-12

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

MOST109-2218-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 ~ 2021-05

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

co-PI

Term

2020-06 ~ 2021-05

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

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 ~ 2021-07

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 ~ 2023-07

Project Code

P20053
Secure Multiparty Quantum Computation

PI

Chung, Kai-Min

co-PI

Term

2020-08 ~ 2021-07

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 ~ 2023-12

Project Code

P20048
基於yolo-v4 技術之產品缺件檢測APP

PI

Liao, Mark

co-PI

Term

2020-10 ~ 2020-11

Project Code

10802316-1
數位典藏系統匯入程式開發及維護-後續擴充

PI

Wang, Hsin-Min

co-PI

Wang, Hsiang-An

Term

2020-10 ~ 2020-12

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