Institute of Information Science, Academia Sinica


Recent Research Results

Ding-Yong Hong

Accelerating Video Captioning on Heterogeneous System Architectures

ACM Transactions on Architecture and Code Optimization (TACO), March To Appear

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

Sung, Ting-Yi
Chun-Shien Lu

Sparse Trigger Pattern Guided Deep Learning Model Watermarking

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

Chun-Shien Lu

Lin, Chung-Yen

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

Ding-Yong Hong

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

Lin, Chung-Yen

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

Lin, Chung-Yen

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*

Lin, Chung-Yen

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 *

Chen, Meng-Chang

TagSeq: Malicious Behavior Discovery Using Dynamic Analysis

PLOS ONE, To Appear

Yi-Ting Huang, Yeali Sun and Meng Chang Chen

Jen-Chun Lin

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), 2022, June 2022

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

Chun-Shien Lu

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

IEEE Computer Society 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

Sung, Ting-Yi

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*

Hsin-Min Wang

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

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

Lin, Chung-Yen

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 *

Lin, Chung-Yen

Development of Disease-Resistance-Associated Microsatellite DNA Markers for Selective Breeding of Tilapia (Oreochromis spp.) Farmed in Taiwan

Genes, January 2022

Chen, Che-Chun, Chang-Wen Huang, Chung-Yen Lin, Chia-Hui Ho, Hong N. Pham, Te-Hua Hsu, Tzu-Tang Lin, Rong-Hwa Chen, Shuenn-Der Yang, Chin-I. Chang, and Hong-Yi Gong.

Lin, Chung-Yen

Identification of Genes Related to Cold Tolerance and Novel Genetic Markers for Molecular Breeding in Taiwan Tilapia (Oreochromis spp.) via Transcriptome Analysis

Animals, December 2021

Chu, Pei-Yun, Jia-Xian Li, Te-Hua Hsu, Hong-Yi Gong, Chung-Yen Lin, Jung-Hua Wang, and Chang-Wen Huang.

Huai-Kuang Tsai

Termite pest identification method based on deep convolution neural networks

Journal of Economic Entomology, August 2021

Huang, J.H., Liu, Y.T., Ni, H.C., Chen, B.Y., Huang, S.Y., Tsai, H.K.*, and Li, H.F.*

Lin, Chung-Yen

The degradation mechanisms of Rhodopseudomonas palustris toward hexabromocyclododecane by time-course transcriptome analysis

Chemical Engineering Journal, December 2021

Yi-Jie Li, Reuben Wang, Chung-Yen Lin, Shu-Hwa Chen, Chia-Hsien Chuang, Tzu-Ho Chou, Chi-Fang Ko, Pei-Hsin Chou, Chi-Te Liu, Yang-hsin Shih

Yuan-Hao Chang

Beyond Write-reduction Consideration: A Wear-leveling-enabled B+-tree Indexing Scheme over an NVRAM-based Architecture

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

Dharamjeet, Tseng-Yi Chen, Yuan-Hao Chang, Chun-Feng Wu, Chi-Heng Lee, and Wei-Kuan Shih

Huai-Kuang Tsai

NK cell receptor and ligand composition influences the clearance of SARS-CoV-2

The Journal of Clinical Investigation, October 2021

Hsieh, W.C., Lai, E.Y., Liu, Y.T., Wang, Y.F., Tzeng, Y.S., Cui, L., Lai, Y.J., Huang, H.C., Huang, J.H., Ni, H.C., Tsai, D.Y., Liang, J.J., Liao, C.C., Lu, Y.T., Jiang, L., Liu, M.T., Wang, J.T., Chang, S.Y., Chen, C.Y., Tsai, H.C., Chang, Y.M., Wernig, G., Li, C.W., Lin, K.I., Lin, Y.L., Tsai, H.K., Huang, Y.T., Chen, S.Y.

Lin, Chung-Yen
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 (top conference), 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.

Academic Activities



TIGP (BIO)— A Geo-Spatial Approach to Precision Public Health

LecturerDr. Ta-Chien Chan, Research Center for Humanities and Social Sciences, Academia Sinica

Time2022-05-19 (Thu.) 14:00 – 16:00

LocationVirtual only
Link: Please See Abstract Page.



TIGP (SNHCC) -- Deep learning for large-scale scientific visualization and analysis

LecturerDr. Ko-Chih Wang, Department of Computer Science and Information Engineering, National Taiwan Normal University

Time2022-05-23 (Mon.) 14:00 – 16:00

LocationAuditorium106 at IIS new Building



TIGP (SNHCC) -- Lifelog Mining and Applications

LecturerProf. An-Zi Yen, Department of Computer Science, National Yang Ming Chiao Tung University

Time2022-05-30 (Mon.) 14:00 – 16:00

LocationVirtual only
Link: Please See Abstract Page.



TIGP (SNHCC) -- Pathological Voice Classification

LecturerProf. Shih-Hau Fang, Department of Electrical Engineering Program A, Yuan Ze University

Time2022-06-06 (Mon.) 14:00 – 16:00

LocationVirtual only
Link: Please See Abstract Page.