Institute of Information Science, Academia Sinica

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Recent Research Results

張原豪

REFROM: Responsive, Energy-efficient Frame Rendering for Mobile Devices

ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), August 2023

Tsung-Yen Hsu, Yi-Shen Chen, Yun-Chih Chen, Yuan-Hao Chang, and Tei-Wei Kuo

陳孟彰

Extreme Event Discovery with Self-Attention for PM2.5 Anomaly Prediction

IEEE Intelligent Systems, To Appear

Hsin-Chih Yang, Ming-Chuan Yang, Guo-Wei~Wong, Meng Chang Chen

劉庭祿

Attention Discriminant Sampling for Point Clouds

International Conference on Computer Vision (ICCV), October 2023

Cheng-Yao Hong, Yu-Ying Chou and Tyng-Luh Liu

劉庭祿

Shape-Guided Dual-Memory Learning for 3D Anomaly Detection

40th International Conference on Machine Learning (ICML), July 2023

Yu-Min Chu, Chieh Liu, Ting-I Hsieh, Hwann-Tzong Chen and Tyng-Luh Liu

劉庭祿

ABC-Norm Regularization for Fine-Grained and Long-Tailed Image Classification

IEEE Transactions on Image Processing, July 2023

Yen-Chi Hsu, Cheng-Yao Hong, Ming-Sui Lee, Davi Geiger and Tyng-Luh Liu

蔡懷寬

A feature extraction free approach for protein interactome inference from co-elution data

Briefings in Bioinformatics, June 2023

Chen, Y.H., Chao, K.H., Wong, J.Y., Liu, C.F., Leu, J.Y. and Tsai, H.K.

王新民

Decomposition and Reorganization of Phonetic Information for Speaker Embedding Learning

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

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

王新民

Multi-target Extractor and Detector for Unknown-number Speaker Diarization

IEEE Signal Processing Letters, 2023

Chin-Yi Cheng, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang

張原豪

LLSM: A Lifetime-Aware Wear-Leveling for LSM-Tree on NAND Flash Memory

ACM/IEEE International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES), October 2022

Dharamjeet, Yi-Shen Chen, Tseng-Yi Chen, Yuan-Hung Kuan, and Yuan-Hao Chang

廖弘源

Designing Network Design Strategies Through Gradient Path Analysis

Journal of Information Science and Engineering, July 2023

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

蔡懷寬

Differential Hsp90-dependent gene expression is strain-specific and common among yeast strains

iScience, May 2023

Hung, P.H., Liao, C.W., Ko, F.H., Tsai, H.K.* and Leu, J.Y.*

蔡懷寬

Short human eccDNAs are predictable from sequences

Briefings in Bioinformatics, April 2023

Chang, K.L., Chen, J.H., Lin, T.C., Leu, J.Y., Kao, C.F., Wong, J.Y.*, Tsai, H.K.*

廖弘源

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

Proc. of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2023

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

廖弘源

You Only Learn One Representation: Unified Network for Multiple Tasks

Journal of Information Science and Engineering, May 2023

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

林仲彥

Intelligent De Novo Design of Novel Antimicrobial Peptides Against Antibiotic-Resistant Bacteria Strains

International Journal of Molecular Sciences, April 2023

Tzu-Tang Lin, Li-Yen Yang, Chung-Yen Lin, Ching-Tien Wang, Chia-Wen Lai, Chi-Fong Ko, Yang-Hsin Shih, Shu-Hwa Chen

林仲彥

Identification of Sexually Dimorphic Genes in Pectoral Fin as Molecular Markers for Assessing the Sex of Japanese Silver Eels (Anguilla japonica)

Zoological Studies, March 2023

Hsiang-Yi Hsu, Chia-Hsien Chuang, I-Hsuan Lu, Chung-Yen Lin, and Yu-San Han

張原豪

Exploring Synchronous Page Fault Handling

ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), October 2022

Yin-Chiuan Chen, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo

張原豪

GraphRC: Accelerating Graph Processing on Dual-addressing Memory with Vertex Merging

ACM/IEEE International Conference on Computer-Aided Design (ICCAD), October 2022

Wei Cheng, Chun-Feng Wu, Yuan-Hao Chang, and Ing-Chao Lin

Academic Activities

2
October

Seminar

TIGP (SNHCC) -- Runtime Monitoring for Intelligent Vehicles

LecturerProf. Chung-Wei Lin, Department of Computer Science and Information Engineering, National Taiwan University

Time2023-10-02 (Mon.) 14:00 – 16:00

LocationAuditorium 106 at IIS new Building

6
October

Seminar

TIGP (AIoT) -- Wireless-based location, trajectory, mobility structure fingerprinting (Delivered in English)

LecturerProf. Fang-Jing Wu, Department of Computer Science & Information Engineering, National Taiwan University

Time2023-10-06 (Fri.) 14:00 – 16:00

LocationAuditorium 106 at IIS new Building

13
October

Seminar

TIGP (AIoT) -- Multiagent Learning for Approximating Equilibria in Games (Delivered in English)

LecturerProf. Po-An Chen, Institute of Information Management, National Yang Ming Chiao Tung University

Time2023-10-13 (Fri.) 14:00 – 16:00

LocationAuditorium 106 at IIS new Building

21
October

Seminar

[Open House]3D Human Pose and Shape Generation In-between Keyframes (Registration required)

LecturerDr. Jen-Chun Lin, The Institute of Information Science, Academia Sinica

Time2023-10-21 (Sat.) 10:00 – 10:25

LocationAuditorium 106 at IIS new Building

21
October

Seminar

[Open House]Game-Playing AIs with Deep Reinforcement Learning (Registration required)

LecturerDr. Ti-Rong Wu, The Institute of Information Science, Academia Sinica

Time2023-10-21 (Sat.) 10:40 – 11:05

LocationAuditorium 106 at IIS new Building

21
October

Seminar

[Open House]From YOLOv4 to YOLOv7 (Registration required)

LecturerDr. Mark Liao, The Institute of Information Science, Academia Sinica

Time2023-10-21 (Sat.) 13:30 – 13:55

LocationAuditorium 106 at IIS new Building

3
November

Seminar

TIGP (AIoT) -- A Compare-and-contrast Multistage Pipeline for Uncovering Financial Signals in Financial Reports (Delivered in English)

LecturerDr. Chuan-Ju Wang, Research Center for Information Technology Innovation, Academia Sinica

Time2023-11-03 (Fri.) 14:00 – 16:00

LocationAuditorium 106 at IIS new Building