Institute of Information Science

Automatic Music Concert Animation

Incorporating artificial intelligence into the multimedia is a complex project. Itinvolves integration of cross-modal data, such as images, musical sounds, and evenbody movement. In this project, we focus on such integration technology inanimation. We endeavor to teach machines to understand music content, match thebody movement of virtual characters to that content, and even allow virtual musiciansto perform with human. Such technology will not only make the animation taskefficient but also explore new possibilities of interactive multimedia.

Cryptography in the Quantum Era: Challenge and Opportunity

With the rapid advance of quantum technology, it becomes increasingly imperative to understand the role of quantum in cryptography. We have worked on this exciting interdisciplinary field for a decade from both practical and theoretical aspects. In particular, we have actively participated in the post-quantum cryptography standardization process by the U.S. National Institute of Standards and Technology (NIST) with one submission surviving in round 2. On the theoretical side, we have broad interests and contributed to several research topics such as device-independent randomness amplification, classical delegation of quantum computation, and security in the quantum random oracle model.

Assemble and Annotate Economically Important Genome in Chromosome

Rapid progress in sequencing technologies has moved biomedical research into the era of big data. However, consider the limitation on budget and computational burdens for releasing the full power of raw sequences. We develop a new hybrid and spiral strategy to sketch the draft genome by integrating gap-closing and scaffolding algorithms using local de novo assembly of link reads. This approach has improved the genome assemblies of human and vital aquaculture species, both in terms of continuity and completeness for precision medicine and genome breeding.

AirBox: a participatory PM2.5 sensing system

The AirBox project is the largest l participatory PM2.5 sensing system in the world. The project enables low-cost PM2.5 sensing and enriches environmental data analysis at a finer spatio-temporal granularity. It provides innovative services for anomaly detection, emission source finding, and data forecast; and it has created a positive ecosystem involving academia, industry, governments, and citizens. It has the potential to facilitate smart city design, intelligent environmental governance, and public-private partnerships for the common good into the future.

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

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

Multi-aspect examinations of possible alternative mappings of identified variant peptides: a case study on the HEK293 cell line

ACS Omega, May 2022

Wai-Kok Choong and Ting-Yi Sung*

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

Sparse Trigger Pattern Guided Deep Learning Model Watermarking

ACM Workshop on Information Hiding and Multimedia Security (ACM IH&MMSec), June 2022

Chun-Shien Lu

Accelerating Video Captioning on Heterogeneous System Architectures

ACM Transactions on Architecture and Code Optimization (TACO), May 2022

Horng-Ruey Huang, Ding-Yong Hong, Jan-Jan Wu, Kung-Fu Chen, Pangfeng Liu, and Wei-Chung Hsu

Galectin-1 orchestrates an inflammatory tumor-stroma crosstalk in hepatoma by enhancing TNFR1 protein stability and signaling in carcinoma-associated fibroblasts

Oncogene, April 2022

Yao-Tsung Tsai, Chih-Yi Li, Yen-Hua Huang, Te-Sheng Chang, Chung-Yen Lin, Chia-Hsien Chuang, Chih-Yang Wang, Gangga Anuraga, Tzu-Hao Chang, Tsung-Chieh Shih, Zu-Yau Lin, Yuh-Ling Chen, Ivy Chung, Kuen-Haur Lee, Che-Chang Chang, Shian-Ying Sung, Kai-Huei Yang, Wan-Lin Tsui, Chee-Voon Yap, Ming-Heng Wu

A metagenomics study of hexabromocyclododecane degradation with a soil microbial community

Journal of Hazardous Materials, May 2022

Yi-Jie Li, Chia-Hsien Chuang, Wen-Chih Cheng, Shu-Hwa Chen, Wen-Ling Chen, Yu-Jie Lin, Chung-Yen Lin*, Yang-hsin Shih*

An integrated metadatabase of 16S rRNA gene amplicon for microbiome taxonomic classification

Bioinformatics, March 2022

Chun-Chieh Liao, Po-Ying Fu, Chih-Wei Huang, Chia-Hsien Chuang, Yun Yen, Chung-Yen Lin*, Shu-Hwa Chen*

Peptide-Based Drug Predictions for Cancer Therapy Using Deep Learning

Pharmaceuticals, March 2022

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

TagSeq: Malicious Behavior Discovery Using Dynamic Analysis

PLOS ONE, To Appear

Yi-Ting Huang, Yeali Sun and Meng Chang Chen

DPGEN: Differentially Private Generative Energy-Guided Network for High-Resolution Natural Image Synthesis

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

Jia-Wei Chen, Chia-Mu Yu, Ching-Chia Kao, Tzai-Wei Pang, and Chun-Shien Lu

Calibr improves spectral library search for spectrum‑centric analysis of data independent acquisition proteomics

Scientific Reports, February 2022

Jen‑Hung Wang, Wai‑Kok Choong, Ching‑Tai Chen*, and Ting‑Yi Sung*

SVSNet: An End-to-end Speaker Voice Similarity Assessment Model

IEEE Signal Processing Letters, 2022

Cheng-Hung Hu, Yu-Huai Peng, Junichi Yamagishi, Yu Tsao, and Hsin-Min Wang

Improved Lite Audio-Visual Speech Enhancement

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2022

Shang-Yi Chuang, Hsin-Min Wang, and Yu Tsao

A Yes-Associated Protein (YAP) and Insulin-like Growth Factor 1 Receptor (IGF-1R) Signaling Loop Is Involved in Sorafenib Resistance in Hepatocellular Carcinoma

Cancers, July 2021

Mai-Huong T. Ngo, Sue-Wei Peng, Yung-Che Kuo, Chun-Yen Lin, Ming-Heng Wu, Chia-Hsien Chuang, Cheng-Xiang Kao, Han-Yin Jeng, Gee-Way Lin, Thai-Yen Ling, Te-Sheng Chang *, Yen-Hua Huang *

Institute of Information Science, Academia Sinica

Automatic Music Concert Animation

Cryptography in the Quantum Era: Challenge and Opportunity

Assemble and Annotate Economically Important Genome in Chromosome

AirBox: a participatory PM2.5 sensing system

Recent Research Results

Academic Activities

Vertex Sparsifiers for c-Hyperedge Connectivity

TIGP (BIO)—The Microfluidic System Integrating Surface-Enhanced Raman Spectroscopy for Antimicrobial Susceptibility Testing