中央研究院 資訊科學研究所

近期研究成果

Hong-Yuan Liao

Learning to Visualize Music Through Shot Sequence for Automatic Concert Video Mashup

IEEE Transactions on Multimedia, To Appear

W. L. Wei, J. C. Lin, T. L. Liu, H. R. Tyan, H. M. Wang, and H. Y. Mark Liao

Li Su

Temporally Guided Music-to-Body-Movement Generation

ACM International Conference on Multimedia (ACM MM), October 2020

Hsuan-Kai Kao and Li Su

Hong-Yuan Liao

Learning From Music to Visual Storytelling of Shots: A Deep Interactive Learning Mechanism

ACM Multimedia Conference, October 2020

Jen-Chun Lin, Wen-Li Wei, Yen-Yu Lin, Tyng-Luh Liu, and Hong-Yuan Mark Liao

Yuan-Hao Chang

DeepPrefetcher: A Deep Learning Framework for Data Prefetching in Flash Storage Devices

ACM/IEEE International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES), September 2020

Gaddisa Olani Ganfure, Chun-Feng Wu, Yuan-Hao Chang, and Wei-Kuan Shih

Lin, Chung-Yen

Index of Cancer-Associated Fibroblasts Is Superior to the Epithelial-Mesenchymal Transition Score in Prognosis Prediction

Cancers, July 2020

Ying-Chieh Ko, Ting-Yu Lai, Shu-Ching Hsu,Fu-Hui Wang, Sheng-Yao Su, Yu-Lian Chen, Min-Lung Tsai, Chung-Chun Wu, Jenn-Ren Hsiao, Jang-Yang Chang, Yi-Mi Wu, Dan R Robinson, Chung-Yen Lin, Su-Fang Lin

Yuan-Hao Chang

How to Cultivate a Green Decision Tree without Loss of Accuracy?

ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), August 2020

Tseng-Yi Chen, Yuan-Hao Chang, Ming-Chang Yang, and Huang-Wei Chen

Yuan-Hao Chang

How to Cut Out Expired Data with Nearly Zero Overhead for Solid-State Drives

ACM/IEEE Design Automation Conference (DAC), July 2020

Wei-Lin Wang, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, and Wei-Kuan Shih

Yuan-Hao Chang

DSTL: A Demand-based Shingled Translation Layer for Enabling Adaptive Address Mapping on SMR Drives

ACM Transactions on Embedded Computing Systems (TECS), July 2020

Yi-Jing Chuang, Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, Hsin-Wen Wei, and Wei-Kuan Shih

Sung, Ting-Yi

Proteogenomics of non-smoking lung cancer in East Asia delineates molecular signatures of pathogenesis and progression

Cell, July 2020

Yi-Ju Chen, Theodoros I Roumeliotis, Ya-Hsuan Chang, Ching-Tai Chen, Chia-Li Han*, Miao-Hsia Lin, Huei-Wen Chen, Gee-Chen Chang, Yih-Leong Chang, Chen-Tu Wu, Mong-Wei Lin, Min-Shu Hsieh, Yu-Tai Wang, Yet-Ran Chen, Inge Jonassen, Fatemeh Zamanzad Ghavidel, Ze-Shiang Lin, Kuen-Tyng Lin, Ching-Wen Chen, Pei-Yuan Sheu, Chen-Ting Hung, Ke-Chieh Huang, Hao-Chin Yang, Pei-Yi Lin, Ta-Chi Yen, Yi-Wei Lin, Jen-Hung Wang, Lovely Raghav, Chien-Yu Lin, Yan-Si Chen, Pei-Shan Wu, Chi-Ting Lai, Shao-Hsing Weng, Kang-Yi Su, Wei-Hung Chang, Pang-Yan Tsai, Ana I Robles, Henry Rodriguez, Yi-Jing Hsiao, Wen-Hsin Chang, Ting-Yi Sung*, Jin-Shing Chen*, Sung-Liang Yu*, Jyoti S Choudhary*, Hsuan-Yu Chen*, Pan-Chyr Yang*, and Yu-Ju Chen*

Lun-Wei Ku

MVIN: Learning multiview items for recommendation

the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), July 2020

Chang-You Tai, Meng-Ru Wu, Yun-Wei Chu, Shao-Yu Chu and Lun-Wei Ku

Hsu, Wen-Lian

Biomedical Named Entity Recognition and Linking Datasets: Survey and Our Recent Development

Briefings in Bioinformatics, July 2020

Ming-Siang Huang, Po-Ting Lai, Pei-Yen Lin, Yu-Ting You, Richard Tzong-Han Tsai and Wen-Lian Hsu

Yuan-Hao Chang

Request Flow Coordination for Growing-Scale Solid-State Drives

IEEE Transactions on Computers (TC), June 2020

Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo, and Chun-Feng Wu

Yuan-Hao Chang

Beyond Address Mapping: A User-Oriented Multi-Regional Space Management Design for 3D NAND Flash Memory

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), June 2020

Shuo-Han Chen, Che-Wei Tsao, and Yuan-Hao Chang

Yuan-Hao Chang

Joint Management of CPU and NVDIMM for Breaking Down the Great Memory Wall

IEEE Transactions on Computers (TC), May 2020

Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, and Tei-Wei Kuo

Hong-Yuan Liao

YOLOv4: Optimal Speed and Accuracy of Object Detection

arXiv:2004.10934vl, April 2020

Alexey Bochkovskiy, Chien-Yao Wang, and Hong-Yuan Mark Liao

Sung, Ting-Yi
Hong-Yuan Liao

CSPNet: A New Backbone that can Enhance Learning Capability of CNN

IEEE International Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) on ``Low power computer vision'', June 2020

C. Y. Wang, H. Y. Mark Liao, Y. H. Wu, P. Y. Chen, J. W. Hsieh, and I. H. Yeh

Chun-Shien Lu

Distributed Compressive Sensing: Performance Analysis with Diverse Signal Ensembles

IEEE Trans. on Signal Processing, June 2020

Sung-Hsien Hsieh, Wei-Jie Liang, Chun-Shien Lu, and Soo-Chang Pei

Chun-Shien Lu

Difference-Seeking Generative Adversarial Network--Unseen Sample Generation

International Conference on Learning Representations (ICLR), April 2020

Yi-Lin Sung, Sung-Hsien Hsieh, Soo-Chang Pei, and Chun-Shien Lu

Hsu, Wen-Lian

GSAlign: an efficient sequence alignment tool for intra-species genomes

BMC Genomics, February 2020

Hsin-Nan Lin ,Wen-Lian Hsu

Huai-Kuang Tsai

Inferring the transcriptional regulatory mechanism of signal-dependent gene expression via an integrative computational approach

FEBS Letters, February 2020

Chiang, S., Shinohara, H., Huang, J.H., Tsai, H. K., and Okada, M.

學術活動

29
September

學術演講

[資訊所/資創]前瞻科技演講系列_Deep-learning-based Speech Enhancement

曹昱 博士, 中央研究院資訊科技創新研究中心

2020-09-29 (Tue.) 10:00 – 11:30

實體: 資訊所新館106演講廳
線上會議:請見摘要頁。

30
September

學術演講

CITI--新聘演講:How to Design User's Mind and Behavior with Large-Scale Data / How to Design User's Mind and Behavior with Large-Scale Data

程芙茵 博士, Dept. of Computer Science, University of California, Davis

2020-09-30 (Wed.) 10:30 – 12:00

資創中心122演講廳

5
October

學術研討會

2020 International Symposium on COVID-19

2020-10-05 (Mon.) 08:30 – 2020-10-06 (Tue.) 12:00

中央研究院人文館國際會議廳

5
October

學術演講

TIGP (SNHCC) -- Deep Learning for Subject Clustering and Tracking

陳駿丞 教授, 中研院資創中心

2020-10-05 (Mon.) 14:00 – 16:00

資訊所新館106演講廳

8
October

學術演講

TIGP (BIO)--A Simple Approach for Quantifying Node Importance in Signed and Directed Networks

劉維中 教授, 中央研究院 統計科學研究所

2020-10-08 (Thu.) 14:00 – 16:00

資訊所新館101演講廳
線上會議:請見摘要頁。

13
October

學術演講

[資訊所/資創]前瞻科技演講系列_Recent Advances in Interpretable Neural Networks

郭宗杰 教授, 美國南加大

2020-10-13 (Tue.) 09:00 – 10:30

實體: 資訊所新館106演講廳
線上會議:請見摘要頁。

(更換演講主題)

14
December

學術演講

TIGP (SNHCC) -- An Overview of Virtual Musician Systems

蘇黎 教授, 中研院資訊所

2020-12-14 (Mon.) 14:00 – 16:00

資訊所新館106演講廳