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).
  • Yu-Pei Liang, Shuo-Han Chen, Yen-Ting Chen, Tseng-Yi Chen, Yu-Ting Fang, Wei-Lin Wang, Wei-Kuan Shih, and Yuan-Hao Chang, Brief Industry Paper: An Energy-Reduction On-Chip Memory Management for Intermittent Systems, IEEE Real-time and Embedded Technology and Application Symposium (RTAS), May 2021.
  • 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.
  • 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.
  • 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.

Chen, Chu-Song

  • Yao-Chih Lee, Kuan-Wei Tseng, Yu-Ta Chen, Chien-Cheng Chen, Chu-Song Chen, Yi-Ping Hung, 3D Video Stabilization with Depth Estimation by CNN-based Optimization, International Conference on Computer Vision and Pattern Recognition, CVPR 2021, June 2021.
  • Peng-Yuan 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.

Ho, Jan-Ming

  • Wu, ME and Syu, JH and Lin, Jerry CW and Ho, JM., Evolutionary ORB-based Model with Protective Closing Strategies, Knowledge Based Systems, March 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.

Ku, Lun-Wei

  • Kuan-Chieh Lo, Shih-Chieh Dai, Aiping Xiong, Jing Jiang and Lun-Wei Ku, All the Wiser: Fake News Intervention Using User Reading Preferences, The 14th ACM International Conference on Web Search and Data MiningMarch 2021(WSDM '21), March 2021.

Liao, Mark

  • Chien-Yao Wang, Alexey Bochkovskiy, and Hong-Yuan Mark Liao, Scaled-YOLOv4: Scaling Cross Stage Partial Network, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 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

  • Ding-Jie Chen, He-Yen Hsieh and Tyng-Luh Liu, Adaptive Image Transformer for One-Shot Object Detection, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2021, (CVPR).
  • Ding-Jie Chen, He-Yen Hsieh and Tyng-Luh Liu, Referring Image Segmentation via Language-Driven Attention, International Conference on Robotics and Automation (ICRA), May 2021, (ICRA).
  • 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).

Lu, Chun-Shien

  • Jia-Wei Chen, Li-Ju Chen, Chia-Mu Yu, and Chun-Shien Lu, Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

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

  • 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.
  • 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.

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.
  • Natalie Yu-Hsien Wang, Hsiao-Lan Sharon Wang, Tao-Wei Wang, Szu-Wei Fu, Xugan Lu, Hsin-Min Wang, and Yu Tsao, Improving the Intelligibility of Speech for Simulated Electric and Acoustic Stimulation Using Fully Convolutional Neural Networks, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 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.

Yang, De-Nian

  • Y.-W. Teng, Y. Shi, D.-N. Yang, W.-C. Lee, and M.-S. Chen,, Influence Maximization Based on Dynamic Personal Perception in Knowledge Graph, IEEE International Conference on Data Engineering (IEEE ICDE), April 2021.
  • H.-W. Chen, H.-H. Shuai, D.-N. Yang, W.-C. Lee, C. Shi, P. S. Yu, and M.-S Chen, Structure-Aware Parameter-Free Group Query via Heterogeneous Information Network Transformer, IEEE International Conference on Data Engineering (IEEE ICDE), April 2021.
  • K.-Y. Chen, C.-H. Wang, S.-H. Chiang, D.-N. Yang, W. T. Chen, and J.-P. Sheu, Collaboration Between Social Internet of Things and Mobile Users for Accuracy-Aware Detection, IEEE International Conference on Communications (IEEE ICC), March 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.