中央研究院 資訊科學研究所

:::

近期研究成果

王新民

D4AM: A General Denoising Framework for Downstream Acoustic Models

The Eleventh International Conference on Learning Representations, ICLR 2023, May 2023

Chi-Chang Lee, Yu Tsao, Hsin-Min Wang, Chu-Song Chen

王新民

Generalization Ability Improvement of Speaker Representation and Anti-Interference for Speaker Verification

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023

Qian-Bei Hong, Chung-Hsien Wu, and Hsin-Min Wang

廖弘源

Designing Network Design Strategies Through Gradient Path Analysis

arXiv:2211.04800v1, November 2022

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

張原豪

Performance Enhancement of SMR-based Deduplication Systems

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

Chun-Feng Wu, Martin Kuo, Ming-Chang Yang, and Yuan-Hao Chang

吳真貞

Accelerating Convolutional Neural Networks via Inter-operator Scheduling

IEEE International Conference on Parallel and Distributed Systems (ICPADS), Best Paper Runner-up, December 2022

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

張原豪

Evolving Skyrmion Racetrack Memory as Energy-Efficient Last-Level Cache Devices

ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), August 2022

Ya-Hui Yang, Shuo-Han Chen, and Yuan-Hao Chang

張原豪

Drift-tolerant Coding to Enhance the Energy Efficiency of Multi-Level-Cell Phase-Change Memory

ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), August 2022

Yi-Shen Chen, Yuan-Hao Chang, and Tei-Wei Kuo

林仲彥

A Deconvolution Approach to Unveiling the Immune Microenvironment of Complex Tissues and Tumors in Transcriptomics

BMC Bioinformatics, To Appear

Shu-Hwa Chen, Bo-Yi Yu, Wen-Yu Kuo, Ya-Bo Lin, Sheng-Yao Su, Wei-Hsuan Chuang, I-Hsuan Lu, Chung-Yen Lin

張原豪

SACS: A Self-Adaptive Checkpointing Strategy for Microkernel-Based Intermittent Systems

ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), August 2022

Yen-Ting Chen, Han-Xiang Liu, Yuan-Hao Chang, Yu-Pei Liang, and Wei-Kuan Shih

張原豪

Rethinking the Interactivity of OS and Device Layers in Memory Management

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

Tse-Yuan Wang, Chun-Feng Wu, Che-Wei Tsao, Yuan-Hao Chang, Tei-Wei Kuo, and Xue Liu

黃瀚萱

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

林仲彥

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

林仲彥

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*

王新民

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

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023

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

洪鼎詠

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

林仲彥

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

王新民

Chain-based Discriminative Autoencoders for Speech Recognition

Interspeech2022, September 2022

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

古倫維

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

黃瀚萱

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

林仲彥

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*

學術活動

更多學術活動
10
February

學術演講

What Has Memory World Changed After CXL?

講者張育銘 博士, Wolly Inc.

時間2023-02-10 (Fri.) 10:30 – 12:30

地點資訊所新館106演講廳
線上會議:請見摘要頁。

13
February

學術演講

TIGP (SNHCC) -- Neural Speech Assessment Metrics

講者曹昱 博士, 中央研究院資訊科技創新研究中心

時間2023-02-13 (Mon.) 14:00 – 16:00

地點資訊所新館106演講廳

20
February

學術演講

TIGP (SNHCC) -- Deep Learning-based Precoding Design for RIS-aided MIMO Systems with Practical Reflectivity Consideration

講者周伯衡 博士, 中央研究院資訊科技創新研究中心

時間2023-02-20 (Mon.) 14:00 – 16:00

地點資訊所新館106演講廳

2
March

學術演講

Location is Central: Geospatial Data, Information, and Intelligence (以英文演講)

講者Renny Babiarz 博士, Vice President of Analysis and Operations for AllSource Analysis

時間2023-03-02 (Thu.) 10:30 – 12:30

地點資訊所新館106演講廳

24
March

卓越演講

【卓越演講系列】Learning to Synthesize Image and Video Contents

講者楊明玄 教授, Electrical Engineering and Computer Science at University of California, Merced (USA)

時間2023-03-24 (Fri.) 10:00 – 12:00

地點資訊所新館106 (本場次亦提供視訊與會)
線上會議:請見摘要頁。

備註(演講日期更新)

27
March

學術演講

TIGP (SNHCC) -- Class-Aware Robust Adversarial Training for Object Detection

講者陳駿丞 博士, 中央研究院資訊科技創新研究中心

時間2023-03-27 (Mon.) 14:00 – 16:00

地點資訊所新館106演講廳