Institute of Information Science, Academia Sinica

Research Overview


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2022 Publication Lists


Chang, Yuan-Hao

  • Yu-Ming Chang, Chien-Chung Ho, Che-Wei Tsao, Shu-Hsien Liao, Wei-Chen Wang, Tei-Wei Kuo, and Yuan-Hao Chang, On Enduring More Data Through Enabling Page Rewrite Capability on Multi-level-cell Flash Memory, ACM Symposium on Applied Computing (SAC), April 2022.
  • Han Wen Hu, Wei-Chen Wang, Chung-Kuang Chen, Yung-Chun Lee, Bo-Rong Lin, Huai-Mu Wang, Yen-Bo Lin, Yu-Chao Lin, Chih-Chang Hsieh, Chia-Ming Hu, Yi-Ting Lai, Yuan-Hao Chang, Hsiang-Pang Li, Han-Sung Chen, Tei-Wei Kuo, Keh-Chung Wang, Meng-Fan Chang, Chun-Hsiung Hung, and Chih-Yuan Lu, A 512Gb In-Memory-Computing 3D NAND Flash Supporting Similar Vector Matching Operations on AI Edge Devices, IEEE International Solid-State Circuits Conference (ISSCC), February 2022, (Top Conference).

Chen, Ling-Jyh

  • Sachit Mahajan, Ming-Kuang Chung, Jenny Martinez, Yris Olaya, Dirk Helbing, and Ling-Jyh Chen, Translating citizen-generated air quality data into evidence for shaping policy, Humanities and Social Sciences Communications, April 2022.

Chen, Meng Chang

  • Yi-Ting Huang, Chi Yu Lin, Ying-Ren Guo, Kai-Chieh Lo, Yeali S. Sun, and Meng Chang Chen, Open Source Intelligence for Malicious Behavior Discovery and Interpretation, IEEE Transactions on Dependable and Secure Computing (Special Issue on Explainable AI for Cyber Threat Intelligence Applications), March 2022, SI-Explainable Artificial Intelligence for Cyber Threat Intelligence (XAI-CTI) Application.

Chung, Kai-Min

  • Kai-Min Chung, Yi Lee, Han-Hsuan Lin, Xiaodi Wu, Constant-round Blind Classical Verification of Quantum Sampling, The 41st Annual International Conference on the Theory and Applications of Cryptology and Information Security (Eurocrypt 2022), May 2022.
  • Rohit Chatterjee, Kai-Min Chung, Xiao Liang, Giulio Malavolta, A Note on the Post-Quantum Security of (Ring) Signatures, The 25th International Conference on Practice and Theory of Public-Key Cryptography (PKC 2022), March 2022.
  • Nai-Hui Chia, Kai-Min Chung, Qipeng Liu and Takashi Yamakawa, On the Impossibility of Post-Quantum Black-Box Zero-Knowledge in Constant Rounds, The 62nd Annual IEEE Symposium on Foundations of Computer Science (FOCS 2021), February 2022, Contributed talk at QCrypt 2021 and QIP 2022..

Hong, Ding-Yong

  • Kuan-Wei Lu, Pangfeng Liu, Ding-Yong Hong and Jan-Jan Wu, Efficient Dual Batch Size Deep Learning for Distributed Parameter Server Systems, IEEE Annual Computer Software and Applications Conference (COMPSAC), June 2022.

Ko, Hsiang-Shang

  • Liang-Ting Chen and Hsiang-Shang Ko, Realising intensional S4 and GL modalities, Conference on Computer Science Logic (CSL), February 2022.

Ku, Lun-Wei

  • Chi-Yang Hsu, Yun-Wei Chu, Vincent Chen, Kuan-Chieh Lo, Chacha Chen, Ting-Hao (Kenneth) Huang, Lun-Wei Ku, Learning to Rank Visual Stories From HumanRanking Data, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022), May 2022.
  • Kuan-Chieh Lo, Shih-Chieh Dai, Aiping Xiong, Jing Jiang, Lun-Wei Ku, VICTOR: An Implicit Approach to Mitigate Misinformation via Continuous Verification Reading, in Proceedings of The ACM Web Conference 2022 (WWW ’22), April 2022.
  • Chang-You Tai, Ming-Yao Li, Lun-Wei Ku, Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction, in Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI 2022), February 2022.

Lin, Chung-Yen

  • Yi-Jie Li, Chia-Hsien Chuang, Wen-Chih Cheng, Shu-Hwa Chen, Wen-Ling Chen, Yu-Jie Lin, Chung-Yen Lin, Yang-hsin Shih, A metagenomics study of hexabromocyclododecane degradation with a soil microbial community, Journal of Hazardous Materials, May 2022, IF=10.588.
  • 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, Galectin-1 orchestrates an inflammatory tumor-stroma crosstalk in hepatoma by enhancing TNFR1 protein stability and signaling in carcinoma-associated fibroblasts, Oncogene, April 2022, published online ahead of print, 2022 Apr 22 (IF=9.87).
  • Chun-Chieh Liao, Po-Ying Fu, Chih-Wei Huang, Chia-Hsien Chuang, Yun Yen, Chung-Yen Lin*, Shu-Hwa Chen*, An integrated metadatabase of 16S rRNA gene amplicon for microbiome taxonomic classification, Bioinformatics, March 2022, IF=6.937, Q1, 3/239, Statistics and Probability.
  • Yih-Yun Sun†, Tzu-Tang Lin†, Wen-Chih Cheng, I-Hsuan Lu, Chung-Yen Lin,* and Shu-Hwa Chen *, Peptide-Based Drug Predictions for Cancer Therapy Using Deep Learning, Pharmaceuticals, March 2022, IF=5.863.
  • 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., Development of Disease-Resistance-Associated Microsatellite DNA Markers for Selective Breeding of Tilapia (Oreochromis spp.) Farmed in Taiwan, Genes, January 2022, Selected as Feature Paper.

Liu, Jing-Sin

  • Ming-Hsiu Lee, Jing-Sin Liu, Single swept volume reconstruction by signed distance function learning: a feasibility study based on implicit geometric regularization, 6th IFAC Conference on Intelligent Control and Automation Sciences (ICONS 2022), Cluj-Napoca, Romania, July 2022.
  • HC Liao, HJ Chou and JS Liu, Applied Intelligence - Annual Volume 2022, May 2022.

Liu, Tyng-Luh

  • Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, and Hong-Yuan Mark Liao, 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.
  • Chun-Hsiao Yeh, Cheng-Yao Hong, Yen-Chi Hsu and Tyng-Luh Liu, SAGA: Self-Augmentation with Guided Attention for Representation Learning, 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, (ICASSP).
  • Ta-Ying Cheng, Hsuan-ru Yang, Niki Trigoni, Hwann-Tzong Chen and Tyng-Luh Liu, Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction, Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), February 2022, (AAAI).
  • He-Yen Hsieh , Ding-Jie Chen, and Tyng-Luh Liu, Contextual Proposal Network for Action Localization, Winter Conference on Applications of Computer Vision, January 2022, (WACV).
  • Jun-Liang Lin, Tsung-Ting Hsieh, Yi-An Tung, Xuan-Jun Chen, Yu-Chun Hsiao, Chia-Lin Yang, Tyng-Luh Liu and Chien-Yu Chen, ezGeno: An Automatic Model Selection Package for Genomic Data Analysis, Bioinformatics, January 2022.
  • Lung-Wen Tsai, Kuo-Ching Yuan, Sen-Kuang Hou, Wei-Lin Wu, Chen-Hao Hsu, Tyng-Luh Liu, Kuang-Min Lee, Chiao-Hsuan Li, Hann-Chyun Chen, Ethan Tu, Rajni Dubey, Chun-Fu Yeh and Ray-Jade Chen, Determining Carina and Clavicular Distance-Dependent Positioning of Endotracheal Tube in Critically Ill Patients: An Artificial Intelligence-Based Approach, Biology, 2022.

Lu, Chun-Shien

  • Jia-Wei Chen, Chia-Mu Yu, Ching-Chia Kao, Tzai-Wei Pang, and 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, (selected for an Oral presentation).
  • Chun-Shien Lu, Sparse Trigger Pattern Guided Deep Learning Model Watermarking, ACM Workshop on Information Hiding and Multimedia Security (ACM IH&MMSec), June 2022.

Sung, Ting-Yi

  • Jen‑Hung Wang, Wai‑Kok Choong, Ching‑Tai Chen*, and Ting‑Yi Sung*, Calibr improves spectral library search for spectrum‑centric analysis of data independent acquisition proteomics, Scientific Reports, February 2022.

Wang, Hsin-Min

  • Cheng-Hung Hu, Yu-Huai Peng, Junichi Yamagishi, Yu Tsao, and Hsin-Min Wang, SVSNet: An End-to-end Speaker Voice Similarity Assessment Model, IEEE Signal Processing Letters, 2022, arXiv:2107.09392.
  • Shang-Yi Chuang, Hsin-Min Wang, and Yu Tsao, Improved Lite Audio-Visual Speech Enhancement, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2022, arXiv:2008.13222.
  • Haibin Wu, Heng-Cheng Kuo, Naijun Zheng, Kuo-Hsuan Hung, Hung-yi Lee, Yu Tsao, Hsin-Min Wang, Helen Meng, Partially Fake Audio Detection by Self-attention-based Fake Span Discovery, IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2022), 2022, arXiv:2202.06684.
  • Kuan-Chen Wang, Kai-Chun Liu, Hsin-Min Wang, and Yu Tsao, EMGSE: Acoustic/EMG Fusion for Multimodal Speech Enhancement, IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2022), 2022.

Wu, Jan-Jan

  • Kuan-Wei Lu, Pangfeng Liu, Ding-Yong Hong, Jan-Jan Wu, Efficient Dual Batch Size Deep Learning for Distributed Parameter Server Systems, IEEE Computers, Software, and Applications Conference (COMPSAC 2022, acceptance rate 22%), June 2022.
  • Guan-Chen Pan, Pangfeng Liu, Jan-Jan Wu, A Cloud-Native Online Judge System, IEEE International Workshop on Digitalized Adaptive Learning & Immersive Technology Education, June 2022.

Yang, Bo-Yin

  • A. Abdulrahman, J.-P. Chen, Y.-J. Chen, V. Hwang, M. J. Kannwischer, and B.-Y. Yang, Multi-moduli NTTs for Saber on Cortex-M3 and Cortex-M4, IACR Transactions on Cryptographic Hardware and Embedded Systems, January 2022.

Yeh, Mi-Yen

  • Chia-Chen Yen, Mi-Yen Yeh, and Ming-Syan Chen, Unified Multiple Constant Multipliers for Dynamic Exchange of Low-Precision Kernels on FPGAs," in, IEEE Transactions on Circuits and Systems II: Express Briefs, March 2022.