Institute of Information Science, Academia Sinica

Research

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2022 External Projects

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Project Code / Project Name
PI
co-PI
Term

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

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

co-PI

Term

2019-08 ~ 2022-07

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

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

PI

Yang, Bo-Yin

co-PI

Term

2020-01 ~ 2022-12

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

MOST109-2221-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-001-017-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

MOST109-2222-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-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

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

Project Code

111-2634-F-001-001
The Construction of A Concept-based Chinese Knowledge Base with Semantic Composition Capability(4/4)

PI

Ma, Wei-Yun

co-PI

Term

2022-01 ~ 2023-03

Project Code

111U-014Y
Zero-shot Stance Detection for Public Issues in Social Media Data

PI

Huang, Hen-Hsen

co-PI

Term

2022-01 ~ 2022-11

Project Code

NSPO-S-111088
福衛五號影像融合演算法系統化與加速委託研究

PI

Hwang, Wen-Liang

co-PI

Term

2022-02 ~ 2023-07

Project Code

MOST111-2119-M-001-004
Theoretical Development in Quantum Computer Science(1/5)

PI

Chung, Kai-Min

co-PI

Lin, Han-Hsuan
Chen, Yu-Fang
Yang, Bo-Yin

Term

2022-03 ~ 2023-02

Project Code

P22001
全國大專校院人工智慧競賽(AI CUP)計畫-自然語言理解的解釋性資訊標記競賽

PI

Huang, Hen-Hsen

co-PI

Term

2022-04 ~ 2023-03

Project Code

05T-1110315-1Q
Stock Ranking Forecast委託研究計劃

PI

Chen, Meng Chang

co-PI

Term

2022-04 ~ 2022-08

Project Code

STPI-S-111016
111年民生公共物聯網資料應用教材編製與推廣委託案

PI

Chen, Ling-Jyh

co-PI

Term

2022-05 ~ 2022-12

Project Code

05T-1110307-1Q
背光模組之選商決策輔助與風險預防研究計畫

PI

Yang, De-Nian

co-PI

Term

2022-06 ~ 2023-05

Project Code

05T-1110527-1Q
流程智能助手研究計畫

PI

Yang, De-Nian

co-PI

Term

2022-06 ~ 2023-06

Project Code

05T-1110523-1Q
應用於自動車之視覺概念理解技術委託研究計劃

PI

Ku, Lun-Wei

co-PI

Term

2022-06 ~ 2023-05

Project Code

MOST111-2813-C-001-028-E
111年度大專生研究計畫-阮棠

PI

Chen, Yu-Fang

co-PI

Term

2022-07 ~ 2023-02

Project Code

MOST111-2223-E-001-001
Design and Optimization for High-performance and Ultra-scale Storage Systems(2/4)

PI

Chang, Yuan-Hao

co-PI

Term

2022-08 ~ 2023-09

Project Code

MOST111-2311-B-001-025
Smart design and validated applications of novel antibiotics in Artificial Intelligent

PI

Lin, Chung-Yen

co-PI

Term

2022-08 ~ 2023-07

Project Code

MOST111-2621-M-001-002
Open Repositories and Research Data Management: Collaboration, Innovation, and Sustainability(1/3)

PI

Chuang, Tyng-Ruey

co-PI

Term

2022-08 ~ 2023-11

Project Code

MOST111-2221-E-001-011-MY2
Rendering Realistic Scenes and Its Applications

PI

Liu, Tyng-Luh

co-PI

Term

2022-08 ~ 2024-07

Project Code

MOST111-2221-E-001-015-MY3
Learning to Classify and Detect Deepfake Videos

PI

Liu, Tyng-Luh

co-PI

Term

2022-08 ~ 2025-07

Project Code

MOST111-2221-E-001-017-MY3
Assessing level of difficulties for board game positions by integrating deep learning and algorithmic techniques and its applications

PI

Hsu, Tsan-sheng

co-PI

Term

2022-08 ~ 2025-07

Project Code

MOST111-2221-E-001-018-MY2
Development of Novel Post-Deep-Learning Methods for Action Recognition of Laboratory Mice in Cage

PI

Shih, Arthur Chun-Chieh

co-PI

Term

2022-08 ~ 2024-07

Project Code

MOST111-2221-E-001-019
Using machine learning to predict toxicity of peptides

PI

Sung, Ting-Yi

co-PI

Term

2022-08 ~ 2023-07

Project Code

MOST111-2221-E-001-009
Efficient Virtual Platform for Multicore Deep Learning Accelerators

PI

Hong, Ding-Yong

co-PI

Term

2022-08 ~ 2023-07

Project Code

MOST111-2221-E-001-010-MY2
An Integrated Environment for Program Derivation and Verification Based on Weakest Precondition and Separation Logic

PI

Mu, Shin-Cheng

co-PI

Term

2022-08 ~ 2024-07

Project Code

MOST111-2221-E-001-013-MY3
Design and Optimization for DNA-based Storage Systems

PI

Chang, Yuan-Hao

co-PI

Term

2022-08 ~ 2025-07

Project Code

MOST111-2221-E-001-014-MY3
Secure Post-Quantum Cryptography Programs on RISC-V

PI

Wang, Bow-Yaw

co-PI

Term

2022-08 ~ 2025-07

Project Code

MOST111-2221-E-001-002
Listen Watch and Read: Multimodal Information Authenticity Detection and Source Tracking(3/3)

PI

Wang, Hsin-Min

co-PI

Term

2022-08 ~ 2023-07

Project Code

MOST111-2221-E-001-021
Disinformation Detection, Intervention, and Simulation: Towards a Controllable Online Environment for Disinformation Management(3/3)

PI

Ku, Lun-Wei

co-PI

Term

2022-08 ~ 2023-11

Project Code

MOST111-2628-E-001-001-MY2
Advanced Deep Learning Models on Multi-Relational Graphs(2/3)

PI

Yeh, Mi-Yen

co-PI

Term

2022-08 ~ 2024-07

Project Code

NSTC111-2314-B-001-004
Construction of Omics data hub for human clinical-grade placenta-derived mesenchymal stem cell (pcMSC) to decipher microenvironmental immune changes on lung injury(2/3)

PI

Lin, Chung-Yen

co-PI

Term

2022-08 ~ 2023-07

Project Code

NSPO-S-111422
合成孔徑雷達成像演算法差異分析研究

PI

Hwang, Wen-Liang

co-PI

Term

2022-08 ~ 2023-12

Project Code

111-2926-I-001-503
參與國際密碼學研究學會(IACR)活動(1/3)

PI

Yang, Bo-Yin

co-PI

Term

2022-09 ~ 2023-09

Project Code

NSTC111-2222-E-001-001-MY2
The Study of Proof Cost Network for General Computer Game Solving

PI

WU, TI-RONG

co-PI

Term

2022-10 ~ 2024-09

Project Code

NSTC111-2634-F-002-023
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(2/2)

PI

Liao, Mark

co-PI

Term

2022-11 ~ 2023-10

Project Code

NSTC111-2634-F-006-012
具有整合協力合作之開放式人工智慧病理分析平台(2/2)

PI

Lu, Chun-Shien

co-PI

Term

2022-11 ~ 2024-01

Project Code

NSTC111-2634-F-007-010
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(2/2)

PI

Liu, Tyng-Luh

co-PI

Term

2022-11 ~ 2023-10

Project Code

NSTC111-2634-F-A49-014
邁向2030年智慧醫療大健康跨域計畫(2/2)

PI

Wang, Da-Wei

co-PI

Term

2022-11 ~ 2023-10

Project Code

NSTC111-2634-F-002-022
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(2/2)

PI

Ku, Lun-Wei

co-PI

Term

2022-11 ~ 2024-01