Institute of Information Science, Academia Sinica


More Announcements


Yuan-Hao Chang Congratulations to Dr. Yuan-Hao Chang for being elected as IEEE Fellow (2023)


Recent Research Results


Accelerating Convolutional Neural Networks via Inter-operator Scheduling

IEEE International Conference on Parallel and Distributed Systems (ICPADS), December 2022

Yi You, Pangfeng Liu, Ding-Yong Hong, Jan-Jan Wu and Wei-Chung Hsu


SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance

The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), December 2022

You-En Lin, An-Zi Yen, Hen-Hsen Huang and Hsin-Hsi Chen


Enrichment of Prevotella intermedia in human colorectal cancer and its additive effects with Fusobacterium nucleatum on the malignant transformation of colorectal adenomas

Journal of Biomedical Science, October 2022

Chia-Hui Lo, Deng-Chyang Wu, Shu-Wen Jao, Chang-Chieh Wu, Chung-Yen Lin, Chia-Hsien Chuang, Ya-Bo Lin, Chien-Hsiun Chen, Ying-Ting Chen, Jiann-Hwa Chen, Koung-Hung Hsiao, Ying-Ju Chen, Yuan-Tsong Chen, Jaw-Yuan Wang, Ling-Hui Li


AI4AVP: An Antiviral Peptides Predictor in Deep Learning Approach with Generative Adversarial Network Data Augmentation

Bioinformatics Advances, October 2022

Tzu-Tang Lin, Yih-Yun Sun, Ching-Tien Wang, Wen-Chih Cheng, I-Hsuan Lu, Chung-Yen Lin*, Shu-Hwa Chen*


Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features

IEEE/ACM Transactions on Audio, Speech, and Language Processing, To Appear

Ryandhimas E. Zezario, Szu-Wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, and Yu Tsao


Rewriting Deep Learning Models for Maximizing Edge TPU Utilization

IEEE International Conference on Parallel and Distributed Systems (ICPADS), December 2022

Kung-Fu Chen and Ding-Yong Hong


The gut microbiota regulates acute foreign body reaction and tissue repair after biomaterial implantation

Biomaterials, October 2022

Chen, SL, Lundy, DJ, Ruan, SC, Chen, HC, Chao, YK, Cheng, YY, Prajnamitra, PR, Liao, CC, Lin, CY, Lai, JJ, Hsieh, PC


Chain-based Discriminative Autoencoders for Speech Recognition

Interspeech2022, September 2022

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


Learning to Rank Visual Stories From Human Ranking Data

in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022), May 2022

Chi-Yang Hsu, Yun-Wei Chu, Vincent Chen, Kuan-Chieh Lo, Chacha Chen, Ting-Hao (Kenneth) Huang, Lun-Wei Ku


A Multi-grained Dataset for News Event Triggered Knowledge Update

Proceedings of the 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), October 2022

Yu-Ting Lee, Ying-Jhe Tang, Yu-Chung Cheng, Pai-Lin Chen, Tsai-Yen Li and Hen-Hsen Huang


Gut Microbiota Composition in Chemotherapy and Targeted Therapy of Patients with Metastatic Colorectal Cancer

Frontiers in Oncology, September 2022

Yen-Cheng Chen, Chia-Hsien Chuang, Zhi-Feng Miao, Kwan-Ling Yip, Chung-Jung Liu, Ling-Hui Li, Deng-Chyang Wu, Tian-Lu Cheng, Chung-Yen Lin* and Jaw-Yuan Wang*


QISTA-ImageNet: A Deep Compressive Image Sensing Framework Solving L_q-Norm Optimization Problem

17th European Conference on Computer Vision (ECCV), October 2022

Gang-Xuan Lin, Shih-Wei Hu, and Chun-Shien Lu


Differences in gut microbiota correlate with symptoms and regional brain volumes in patients with late-life depression

Frontiers in Aging Neuroscience, July 2022

Tsai, Chia-Fen, Chuang, Chia-Hsien, Wang, Yen-Po, Lin, Ya-Bo, Tu, Pei-Chi, Liu Pei-Yi, Wu, Po-Shan, Lin, Chung-Yen, Lu, Ching-Liang


pubmedKB: an interactive web server to explore biomedical entity relations from biomedical literature

Nucleic Acids Research, July 2022

1. Li, P.H., Chen, T.F., Yu, J.Y., Shih, S.H., Su, C.H., Lin, Y.H., Tsai, H.K., Juan, H.F., Chen, C.Y. and Huang, J.H.


YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

arXiv:2207.02696v1, July 2022

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


Efficient Dual Batch Size Deep Learning for Distributed Parameter Server Systems

IEEE Annual Computer Software and Applications Conference (COMPSAC), June 2022

Kuan-Wei Lu, Pangfeng Liu, Ding-Yong Hong and Jan-Jan Wu


Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2022

Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, and Hong-Yuan Mark Liao


Decoupled Contrastive Learning

17th European Conference on Computer Vision (ECCV), October 2022

Chun-Hsiao Yeh, Cheng-Yao Hong, Yen-Chi Hsu, Tyng-Luh Liu, Yubei Chen and Yann LeCun


Self-Supervised Sparse Representation for Video Anomaly Detection

17th European Conference on Computer Vision (ECCV), October 2022

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


Datatype-generic programming meets elaborator reflection

Proceedings of the ACM on Programming Languages, August 2022

Hsiang-Shang Ko, Liang-Ting Chen, and Tzu-Chi Lin


Elegancy: Digitizing the Wisdom from Laboratories to the Cloud with Free No-Code Platform

iScience, July 2022

Chih-Wei Huang, Wei-Hsuan Chuang, Chung-Yen Lin, Shu-Hwa Chen


A Cloud-Native Online Judge System

IEEE International Workshop on Digitalized Adaptive Learning & Immersive Technology Education, June 2022

Guan-Chen Pan, Pangfeng Liu, Jan-Jan Wu


Leveraging Write Heterogeneity of Phase Change Memory on Supporting Self-balancing Binary Tree

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), June 2022

Che-Wei Chang, Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, and Chieh-Fu Chang


How to Enable Index Scheme for Reducing the Writing Cost of DNA Storage on Insertion and Deletion

ACM Transactions on Embedded Computing Systems (TECS), May 2022

Yi-Syuan Lin, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Hsin-Wen Wei, and Wei-Kuan Shih

Academic Activities



TIGP (SNHCC) --Twenty things I wish I'd known while doing my PhD"- an SNHCC graduates perspective

LecturerProf. Fernando H. Calderon, Department of CS and IE, Fu Jen Catholic University

Time2022-11-28 (Mon.) 14:00 – 16:00

LocationAuditorium106 at IIS new Building



TIGP (SNHCC) -- MR Neuroimaging Techniques in Clinical Neurological Diseases and Cognitive Neuroscience Applications

LecturerDr. Li-Wei Kuo, Institute of Biomedical Engineering and Nanomedicine, National Health Research Institutes

Time2022-12-05 (Mon.) 14:00 – 16:00

LocationAuditorium 106 at IIS new Building



TIGP (SNHCC) -- Artificial Intelligence for Fintech, Green Finance, and ESG

LecturerProf. Min-Yuh Day, Graduate Institute of Information Management, National Taipei University

Time2022-12-12 (Mon.) 14:00 – 16:00

LocationAuditorium106 at IIS new Building


Distinguished Lecture Series

DLS-- Green Learning: Methodology, Examples and Outlook

LecturerDistinguished Professor C.-C. Jay Kuo, University of Southern California, USA

Time2023-01-10 (Tue.) 10:00 – 12:00

LocationN106, IIS
Link: Please See Abstract Page.