Institute of Information Science, Academia Sinica


More Announcements


Yuan-Hao Chang Congratulations to Dr. Yuan-Hao Chang for receiving the 2022 Academia Sinica Investigator Award.


Recent Research Results

Tyng-Luh Liu

Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), February 2022

Ta-Ying Cheng, Hsuan-ru Yang, Niki Trigoni, Hwann-Tzong Chen and Tyng-Luh Liu

Wu, Jan-Jan

Optimal Branch Location Finding for Cost effective Inference on Branchynet

IEEE International Conference on Big Data, the Machine Learning with Big Data track, December 2021

Chang-Han Chiang, Pangfeng Liu, Da-Wei Wang, Ding-Yong Hong, and Jan-Jan Wu

Huai-Kuang Tsai

Connecting MHC-I-binding motifs with HLA alleles via deep learning

Communications Biology, October 2021

Lee, K.H., Chang, Y.C., Chen, T.F., Juan, H.F., Tsai, H.K., Chen, C.Y.

Lin, Chung-Yen

AI4AMP: An Antimicrobial Peptide Predictor Using Physicochemical Property-Based Encoding Method and Deep Learning

mSystems, December 2021

Tzu-Tang Lin, Li-Yen Yang, I-Hsuan Lu, Wen-Chih Cheng, Zhe-Ren Hsu, Shu-Hwa Chen, Chung-Yen Lin

Yuan-Hao Chang

Reptail: Cutting Storage Tail Latency with Inherent Redundancy

ACM/IEEE Design Automation Conference (DAC), December 2021

Yun-Chih Chen, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo

Yuan-Hao Chang

iCheck: Progressive Checkpointing for Intermittent Systems

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), November 2021

Wen Sheng Lim, Chia-Heng Tu, Chun-Feng Wu, and Yuan-Hao Chang

S-C. Mu
Hsin-Min Wang

Mandarin Electrolaryngeal Speech Voice Conversion with Sequence-to-Sequence Modeling

IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU 2021), December 2021

Ming-Chi Yen, Wen-Chin Huang, Kazuhiro Kobayashi, Yu-Huai Peng, Shu-Wei Tsai, Yu Tsao, Tomoki Toda, Jyh-Shing Jang, and Hsin-Min Wang

Sung, Ting-Yi
S-C. Mu

A greedy algorithm for dropping digits (Functional Pearl)

Journal of Functional Programming, 2021

Richard Bird and Shin-Cheng Mu

Lun-Wei Ku

Lying Through One’s Teeth: A Study on Verbal Leakage Cues

Proceedings of the The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), November 2021

Min-Hsuan Yeh and Lun-Wei Ku

Hong-Yuan Liao

Exploring the Power of Lightweight YOLOv4

IEEE International Conference on Computer Vision (ICCV) ``Low Power Computer Vision'' Workshop, October 2021

C. Y. Wang, H. Y. Mark Liao, I. H. Yeh, Y. Y. Chuang, and Y. L. Lin

Hong-Yuan Liao

You Only Learn One Representation: Unified Network for Multiple Tasks

arXiv:2015.04206v1, May 2021

C. Y. Wang, I. H. Yeh, and H. Y. Mark Liao

Chen, Meng-Chang

Composite Neural Network: Theory and Application to PM2.5 Prediction

IEEE Transactions on Knowledge and Data Engineering, To Appear

Ming-Chuan Yang and Meng Chang Chen

Hsin-Min Wang

SurpriseNet: Melody Harmonization Conditioning on User-controlled Surprise Contours

ISMIR2021, November 2021

Yi-Wei Chen, Hung-Shin Lee, Yen-Hsing Chen, and Hsin-Min Wang

Tyng-Luh Liu

Learning Unsupervised Metaformer for Anomaly Detection

International Conference on Computer Vision (ICCV), October 2021

Jhih-Ciang Wu, Ding-Jie Chen, Chiou-Shann Fuh and Tyng-Luh Liu

Lun-Wei Ku

Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter

in Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), August 2021

Boaz Shmueli, Soumya Ray and Lun-Wei Ku

Lun-Wei Ku

Plot and Rework: Modeling Storylines for Visual Storytelling

in Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), ACL Findings, August 2021

Chi-yang Hsu, Yun-Wei Chu, Ting-Hao Huang and Lun-Wei Ku

Wei-Yun Ma

H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction

Annual Meeting of Association for Computational Linguistics 2021, August 2021

Jhih-Wei Chen, Tsu-Jui Fu, Chen-Kang Lee, Wei-Yun Ma

Yuan-Hao Chang

Space-efficient Graph Data Placement to Save Energy of ReRAM Crossbar

ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), July 2021

Ting-Hsuan Lo, Chun-Feng Wu, Yuan-Hao Chang, Tei-Wei Kuo, and Wei-Chen Wang

Lin, Chung-Yen

Androgenic sensitivities and ovarian gene expression profiles prior to treatment in Japanese eel (Anguilla japonica)

Marine Biotechnology, June 2021

Yung-Sen Huang, Wen-Chih Cheng, Chung-Yen Lin

Hsin-Min Wang

Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving

ACL-IJCNLP2021, August 2021

Shih-hung Tsai, Chao-Chun Liang, Hsin-Min Wang, and Keh-Yih Su

Hsin-Min Wang

AlloST: Low-resource Speech Translation without Source Transcription

Interspeech2021, August 2021

Yao-Fei Cheng, Hung-Shin Lee, and Hsin-Min Wang

Huai-Kuang Tsai

iTARGEX analysis of yeast deletome reveals novel regulators of transcriptional buffering in S phase and protein turnover

Nucleic Acids Research, July 2021

Huang J.H., Liao, Y.R., Lin, T.C., Tsai, C.H., Lai, W.Y., Chou, Y.K., Leu, J.Y., Tsai, H.K.*, and Kao, C.F.*

Hong-Yuan Liao

Scaled-YOLOv4: Scaling Cross Stage Partial Network

Proc. of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, June 2021

C. Y. Wang, Alexey Bochkovskiy, H. Y. Mark Liao

Yuan-Hao Chang

Enabling Write-reduction Multiversion Scheme with Efficient Dual-range Query over NVRAM

IEEE Transactions on Very Large Scale Integration Systems (TVLSI), June 2021

I-Ju Wang, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Bo-Jun Chen, Hsin-Wen Wei, and Wei-Kuan Shih

Yuan-Hao Chang

On Minimizing Internal Data Migrations of Flash Devices via Lifetime-Retention Harmonization

IEEE Transactions on Computers (TC), March 2021

Ming-Chang Yang, Chun-Feng Wu, Shuo-Han Chen, Yi-Ling Lin, Che-Wei Chang, and Yuan-Hao Chang

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

Shuo-Han Chen, Ming-Chang Yang, and Yuan-Hao Chang

Academic Activities



TIGP (BIO)—How Does the Brain Represent Multidimensional Information of Environments, and How Could It Be Learned?

LecturerDr. Ching-Lung Hsu, Institute of Biomedical Sciences, Academia Sinica

Time2021-12-09 (Thu.) 14:00 – 16:00

LocationAuditorium 101 at IIS New Building



TIGP (SNHCC) -- Open Source Intelligence for Malicious Behavior Discovery and Interpretation

LecturerDr. Yi-Ting Huang, Institute of Information Science, Academia Sinica

Time2021-12-13 (Mon.) 14:00 – 16:00

LocationAuditorium106 at IIS new Building



TIGP (BIO)—From Network Positions, their Importance and Uniqueness, to Biodiversity

LecturerDr. Wei-Chung Liu, Institute of Statistical Science, Academia Sinica

Time2021-12-16 (Thu.) 14:00 – 16:00

LocationAuditorium 101 at IIS New Building