Institute of Information Science, Academia Sinica

Research Overview

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2021 Publication Lists

Chang, Yuan-Hao

  • Yun-Chih Chen, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo, Reptail: Cutting Storage Tail Latency with Inherent Redundancy, ACM/IEEE Design Automation Conference (DAC), December 2021, (Top Conference).
  • Camelia Slimani, Stephane Rubini, Chun-Feng Wu, Yuan-Hao Chang, and Jalil Boukhobza, RaFIO: A Random Forest I/O-Aware Algorithm, ACM Symposium on Applied Computing (SAC), April 2021.
  • Ming-Chang Yang, Chun-Feng Wu, Shuo-Han Chen, Yi-Ling Lin, Che-Wei Chang, and Yuan-Hao Chang, On Minimizing Internal Data Migrations of Flash Devices via Lifetime-Retention Harmonization, IEEE Transactions on Computers (TC), March 2021.
  • Hsiang-Yun Cheng, Chun-Feng Wu, Christian Hakert, Kuan-Hsun Chen, Yuan-Hao Chang, Jian-Jia Chen, Chia-Lin Yang, and Tei-Wei Kuo, Future Computing Platform Design:A Cross-Layer Design Approach, ACM/IEEE Design, Automation and Test in Europe (DATE), February 2021.
  • Shuo-Han Chen, Ming-Chang Yang, and Yuan-Hao Chang, Optimizing Lifetime Capacity and Read Performance of Bit-Alterable 3D NAND Flash, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), February 2021.
  • Yi-Shen Chen, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo, A Write-friendly Arithmetic Coding Scheme for Achieving Energy-Efficient Non-Volatile Memory Systems, ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), January 2021.
  • Ping-Xiang Chen, Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, and Wei-Kuan Shih, Facilitating the Efficiency of Secure File Data and Metadata Deletion on SMR-based Ext4 File System, ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), January 2021.

Chen, Chu-Song

  • Peng-Yua Kao, Yan-Jing Lei, Chia-Hao Chang, Chu-Song Chen, Ming-Sui Lee, and Yi-Ping Hung, Activity Recognition Using First-Person-View Cameras Based on Sparse Optical Flows, 25th International Conference on Pattern Recognition, ICPR 2020, January 2021.

Chen, Ling-Jyh

  • Sachit Mahajan, Cyuan Heng Luo, Dong-Yi Wu, and Ling-Jyh Chen, From Do-It-Yourself (DIY) to Do-It-Together (DIT): Reflections on Designing a Citizen Driven Air Quality Monitoring Framework in Taiwan, Sustainable Cities and Society, Elsevier, March 2021.

Chung, Kai-Min

  • Kai-Min Chung, Serge Fehr, Yu-Hsuan Huang, Tai-Ning Liao, On the Compressed-Oracle Technique, and Post-Quantum Security of Proofs of Sequential Work, The 40th Annual International Conference on the Theory and Applications of Cryptographic Techniques (Eurocrypt 2021), May 2021.

Ko, Hsiang-Shang

  • Hsiang-Shang Ko, Programming metamorphic algorithms: An experiment in type-driven algorithm design, The Art, Science, and Engineering of Programming, January 2021.

Lin, Chung-Yen

  • Rita Jui-Hsein Lu, Yen-Ting Liu, Chih Wei Huang, Ming-Ren Yen, Chung-Yen Lin and Pao-Yang Chen, ATACgraph: profiling genome wide chromatin accessibility from ATAC-seq, Frontiers in Genetics, January 2021.

Lin, Jen-Chun

  • I-Yuan Kuo, Wen-Li Wei, and Jen-Chun Lin, Positions, Channels, and Layers: Fully Generalized Non-Local Network for Singer Identification, Thirty-Fifth AAAI Conference on Artificial Intelligence, February 2021, (AAAI).

Liu, Tyng-Luh

  • Yu-Ying Chou, Hsuan-Tien Lin and Tyng-Luh Liu, Adaptive and Generative Zero-Shot Learning, Ninth International Conference on Learning Representations (ICLR), May 2021, (ICLR).
  • Pin-Hao Huang, Han-Hung Lee, Hwann-Tzong Chen and Tyng-Luh Liu, Text-guided Graph Neural Networks for Referring 3D Instance Segmentation, Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), February 2021, (AAAI).

Mu, Shin-Cheng

  • Oleg Kiselyov, Shin-Cheng Mu and Amr Sabry, Not by Equations Alone: Reasoning with Extensible Effects, Journal of Functional Programming, January 2021.

Su, Keh-Yih

  • Yi-Chung Lin and Keh-Yih Su, How Fast can BERT Learn Simple Natural Language Inference?, Proceedings of EACL 2021, Kyiv, Ukraine, April 2021.

Su, Li

  • I-Chieh Wei, Chih-Wei Wu, Li Su, Improving automatic drum transcription using large-scale audio-to-midi aligned data, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2021.
  • Tsung-Ping Chen, Li Su, Attend to Chords: Improving Harmonic Analysis of Symbolic Music Using Transformer-Based Models, Transactions of the International Society for Music Information Retrieval (TISMIR), February 2021.
  • Tsung-Ping Chen, Yi-Hsin Jen, Shih-Wei Sun, Li Su, Positioning left-hand movement in violin performance: system and user study on fingering pattern generation, ACM International Conference on Intelligent User Interfaces (ACM IUI), 2021, (Acceptance rate: 25%).

Sung, Ting-Yi

  • Ching-Tai Chen, Jen-Hung Wang, Cheng-Wei Cheng, Wei-Che Hsu, Chu-Ling Ko, Wai-Kok Choong, and Ting-Yi Sung, Multi-Q 2 software facilitates isobaric labeling quantitation analysis with improved accuracy and coverage, Scientific Reports, January 2021.
  • Wai-Kok Choong and Ting-Yi Sung, Comparison of different variant sequence types coupled with decoy generation methods used in concatenated target-decoy database searches for proteogenomic research, Journal of Proteomics, January 2021.

Wang, Da-Wei

  • Cheng, Wei-Chih and Chen, Lu-Hung and Jiang, Ci-Ren and Deng, Yu-Ming and Wang, Da-Wei and Lin, Chi-Hung and Jou, Ruwen and Wang, Juen-Kai and Wang, Yuh-Lin, Sensible Functional Linear Discriminant Analysis Effectively Discriminates Enhanced Raman Spectra of Mycobacterium Species, Analytical Chemistry, January 2021.

Wang, Hsin-Min

  • Chung-En Sun, Yi-Wei Chen, Hung-Shin Lee, Yen-Hsing Chen, and Hsin-Min Wang, Melody Harmonization Using Orderless NADE, Chord Balancing, and Blocked Gibbs Sampling, IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2021), June 2021.
  • Wen-Chin Huang, Chia-Hua Wu, Shang-Bao Luo, Kuan-Yu Chen, Hsin-Min Wang, and Tomoki Toda, Speech Recognition by Simply Fine-Tuning BERT, IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2021), June 2021.
  • Yu-Tao Chang, Yuan-Hong Yang, Yu-Huai Peng, Syu-Siang Wang, Tai-Shih Chi, Yu Tsao, and Hsin-Min Wang, MoEVC: A Mixture of Experts Voice Conversion System With Sparse Gating Mechanism for Online Computation Acceleration, International Symposium on Chinese Spoken Language Processing (ISCSLP2021), January 2021.

Wu, Jan-Jan

  • Horng-Ruey Huang, Ding-Yong Hong, Jan-Jan Wu, Pangfeng Liu, Wei-Chung Hsu, Efficient Video Captioning on Heterogeneous System Architectures, 35th IEEE International Parallel and Distributed Processing Symposium (IPDPS), Portland, Oregon USA (online), May 2021.
  • Yung-Chen Chen, Pangfeng Liu, Jan-Jan Wu, Parallel Asynchronous Stochastic Dual Coordinate Descent Algorithms for Efficiency and Convergence, 29th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP 2021), Valladolid, Spain, March 2021, online conference.

Yang, Bo-Yin

  • E. Alkim, D. Y.-L. Cheng, C.-M. M. Chung, H. Evkan, L. W.-L. Huang, V. Hwang, C.-L. T. Li, R. Niederhagen, C.J. Shih, J. Wälde, and B.-Y. Yang, Polynomial Multiplication in NTRU Prime Comparison of Optimization Strategies on Cortex-M4, IACR Transactions on Cryptographic Hardware and Embedded Systems, September 2021.

Yeh, Mi-Yen

  • Szu-Yuan Cheng, Yi-Ling Chen, Mi-Yen Yeh, and Bo-Tao Lin, Exploiting Relevant Hyperlinks in Knowledge Base for Entity Linking, Proc. of the 25th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-2021), May 2021.
  • Han-Hsien Huang and Mi-Yen Yeh, Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization, The 35th AAAI Conference on Artificial Intelligence (AAAI 2021), February 2021.
  • Zhu-Mu Chen, Mi-Yen Yeh, and Tei-Wei Kuo, PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding, The 35th AAAI Conference on Artificial Intelligence (AAAI 2021), February 2021.