Institute of Information Science, Academia Sinica

Recent Research Results

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.

Academic Activities

21
September

Seminar

TIGP (SNHCC) -- Conversational AI Introduction

Prof. Yun-Nung Chen, Department of Computer Science & Information Engineering, National Taiwan University

2020-09-21 (Mon.) 14:00 – 16:00

Auditorium106 at IIS new Building

24
September

Seminar

TIGP (BIO) --The Roles of Endogenous Ligand for Aryl Hydrocarbon Receptor in Neural Development and Tumorigenesis of Neuroblastoma

Prof. Hsinyu Lee, Department of Life Science, National Taiwan University

2020-09-24 (Thu.) 14:00 – 15:30

Auditorium101 at IIS new Building

25
September

Seminar

Moneyball 2.0: Sensors, Computer Vision, and AI. How can technology help sport science?

Prof. Jason Jyh-How Huang, Department of Sport Information and Communication, National Taiwan University of Sport

2020-09-25 (Fri.) 10:30 – 12:30

Auditorium106 at IIS new Building

29
September

Seminar

[IIS&CITI]Visionary Technology Seminar Series_Deep-learning-based Speech Enhancement

Dr. Yu Tsao, Research Center for Information Technology Innovation, Academia Sinica

2020-09-29 (Tue.) 10:00 – 11:30

Auditorium106 at IIS new Building(actual); Link: https://asmeet.webex.com/asmeet/j.php?MTID=m5721372e8a70d0c06c44aa40b6043d65 ID:170 899 0812 Passcode:9TwsRMKNm63

30
September

Seminar

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

Dr. Fu-Yin Cherng, Dept. of Computer Science, University of California, Davis

2020-09-30 (Wed.) 10:30 – 12:00

Auditorium 122 at CITI Building

5
October

Workshop

2020 International Symposium on COVID-19

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

International Conference Hall, 3F, HSSB, Academia Sinica

13
October

Seminar

[IIS&CITI]Visionary Technology Seminar Series_Recent Advances in Interpretable Neural Networks

Prof. C.-C. Jay Kuo, University of Southern California, U.S.A.

2020-10-13 (Tue.) 09:00 – 10:30

Auditorium106 at IIS new Building(actual); Link : https://asmeet.webex.com/asmeet/j.php?MTID=m19a1d74e23c562abc3dcdd4f214cfb48 ID:170 678 3077 Password:8Vh5pjdBgJ3

(Change of Topic)

14
December

Seminar

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

Prof. Li Su, Institute of Information Science, Academia Sinica

2020-12-14 (Mon.) 14:00 – 16:00

Auditorium106 at IIS new Building