Institute of Information Science, Academia Sinica

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Recent Research Results

Tyng-Luh Liu

Adaptive and Generative Zero-Shot Learning

Ninth International Conference on Learning Representations (ICLR), May 2021

Yu-Ying Chou, Hsuan-Tien Lin and Tyng-Luh Liu

Wu, Jan-Jan

Efficient Video Captioning on Heterogeneous System Architectures

35th IEEE International Parallel and Distributed Processing Symposium (IPDPS), May 2021

Horng-Ruey Huang, Ding-Yong Hong, Jan-Jan Wu, Pangfeng Liu, Wei-Chung Hsu

S-C. Mu

Not by Equations Alone: Reasoning with Extensible Effects

Journal of Functional Programming, January 2021

Oleg Kiselyov, Shin-Cheng Mu and Amr Sabry

Sung, Ting-Yi

Multi-Q 2 software facilitates isobaric labeling quantitation analysis with improved accuracy and coverage

Scientific Reports, January 2021

Ching-Tai Chen, Jen-Hung Wang, Cheng-Wei Cheng, Wei-Che Hsu, Chu-Ling Ko, Wai-Kok Choong, and Ting-Yi Sung

Wu, Jan-Jan

Parallel Asynchronous Stochastic Dual Coordinate Descent Algorithms for Efficiency and Convergence

29th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP 2021), March 2021

Yung-Chen Chen, Pangfeng Liu, Jan-Jan Wu

Mi-Yen Yeh

PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding

The 35th AAAI Conference on Artificial Intelligence (AAAI 2021), February 2021

Zhu-Mu Chen, Mi-Yen Yeh, and Tei-Wei Kuo

Mi-Yen Yeh

Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization

The 35th AAAI Conference on Artificial Intelligence (AAAI 2021), February 2021

Han-Hsien Huang and Mi-Yen Yeh

Hong-Yuan Liao

Scaled-YOLOv4: Scaling Cross Stage Partial Network

arXiv:2011.08036vl, November 2020

Chien-Yao Wang, Alexey Bochkovskiy, and H. Y. Mark Liao

Hsu, Wen-Lian

A Flexible Template Generation and Matching Method with Applications for Publication Reference Metadata Extraction

Journal of the Association for Information Science and Technology, To Appear

Ting-Hao Yang, Yu-Lun Hsieh, Shih-Hung Liu, Yung-Chun Chang, and Wen-Lian Hsu

Hsu, Wen-Lian
Tyng-Luh Liu

Text-guided Graph Neural Networks for Referring 3D Instance Segmentation

Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), February 2021

Pin-Hao Huang, Han-Hung Lee, Hwann-Tzong Chen and Tyng-Luh Liu

Sung, Ting-Yi
Lun-Wei Ku

Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent

Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 2020

Yun-Hsuan Jen, Chieh-Yang Huang, MeiHua Chen, Ting-Hao Huang and Lun-Wei Ku

Lun-Wei Ku

Reactive Supervision: A New Method for Collecting Sarcasm Data

Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 2020

Boaz Shmueli, Lun-Wei Ku and Soumya Ray

Hsin-Min Wang

Subspace-based Representation and Learning for Phonotactic Spoken Language Recognition

IEEE/ACM Transactions on Audio, Speech, and Language Processing, November 2020

Hung-Shin Lee, Yu Tsao, Shyh-Kang Jeng, and Hsin-Min Wang

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

Tyng-Luh Liu

Self-similarity Student for Partial Label Histopathology Image Segmentation

16th European Conference on Computer Vision (ECCV), August 2020

Hsien-Tzu Cheng, Chun-Fu Yeh, Po-Chen Kuo, Andy Wei, Keng-Chi Liu, Mong-Chi Ko, Kuan-Hua Chao, Yu-Ching Peng, and Tyng-Luh Liu

Wu, Jan-Jan

An Adaptive Layer Expansion Algorithm for Efficient Training of Deep Neural Networks

IEEE International Conference on Big Data, December 2020

Leo Chen, Pangfeng Liu, and Jan-Jan Wu

Chun-Shien Lu

Automated Graph Generation at Sentence Level for Reading Comprehension Based on Conceptual Graphs

The 28th International Conference on Computation Linguistics (COLING), December 2020

Wan-Hsuan Lin and Chun-Shien Lu

Yuan-Hao Chang

Determinizing Crash Behavior with a Verified Snapshot-Consistent Flash Translation Layer

USENIX Symposium on Operating Systems Design and Implementation (OSDI), November 2020

Yun-Sheng Chang, Yao Hsiao, Tzu-Chi Lin, Che-Wei Tsao, Chun-Feng Wu, Yuan-Hao Chang, Hsiang-Shang Ko, and Yu-Fang Chen

Chen, Chu-Song

Cross-batch Reference Learning for Deep Retrieval

IEEE Transactions on Neural Networks and Learning Systems, September 2020

Huei-Fang Yang, Kevin Lin, Ting-Yen Chen, and Chu-Song Chen

Lin, Chung-Yen

EpiMOLAS: An Intuitive Web-based Framework for Genome-wide DNA Methylation Analysis

BMC Genomics, April 2020

Sheng-Yao Su, I-Hsuan Lu, Wen-Chih Cheng, Wei-Chun Chung, Pao-Yang Chen, Jan-Ming Ho, Shu-Hwa Chen, Chung-Yen Lin

Lin, Chung-Yen

Piwi Reduction in the Aged Niche Eliminates Germline Stem Cells via Toll-GSK3 Signaling

Nature Communications, June 2020

Kun-Yang Lin, Wen-Der Wang, Chi-Hung Lin, Elham Rastegari, Yu-Han Su, Yi-Chieh Chang, Yu-Tzu Chang, Yung-Feng Liao, Haiwei Pi, Bo-Yi Yu, Shu-Hwa Chen, Chung-Yen Lin, Mei-Yeh Lu, Tsu-Yi Su, Fei-Yang Tzou, Chih-Chiang Chan, and Hwei-jan Hsu

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

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

Academic Activities

4
March

Seminar

TIGP (BIO)—Identifying the Molecular Determinants for Functional Properties of Biomolecules by Integrating Molecular Simulation, Machine Learning, and Graph Theory

LecturerProf. Jhih-Wei Chu, Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University

Time2021-03-04 (Thu.) 14:00 – 16:00

LocationAuditorium 101 at IIS new Building

18
March

Seminar

TIGP (BIO)—The Microfluidic Device Integrating SurfaceEnhanced Raman Scattering for Rapid Antibiotic Susceptibility Test

LecturerProf. Nien-Tsu Huang, Department of Electrical Engineering, National Taiwan University

Time2021-03-18 (Thu.) 14:00 – 16:00

LocationAuditorium 101 at IIS new Building

26
April

Seminar

TIGP (SNHCC) -- On Data Science with Graph Representation Learning

LecturerProf. Cheng-Te Li, Institute of Data Science, National Cheng Kung University

Time2021-04-26 (Mon.) 14:00 – 16:00

LocationAuditorium106 at IIS new Building

29
April

Seminar

TIGP (BIO)—Crime Scene Investigation in the RNA World: RNA Degradome Data Analysis

LecturerDr. Ho-Ming Chen, Agricultural Biotechnology Research Center, Academia Sinica

Time2021-04-29 (Thu.) 14:00 – 16:00

LocationAuditorium 101 at IIS new Building