Publications
Group highlights
At the end of this page, you can find the full list of publications and patents.
This framework encompasses homomorphic evaluations on multiple platforms including CPU, GPU, and FPGA, paired with a tailored task scheduling algorithm. Each platform is equipped with comprehensive FHE functionalities and employs state-of-the-art imple- mentations, allowing for standalone evaluation of FHE applications.
Shih, Chengjhih and Hung, Shih-Hao and Chen, Chingwen abd Perng, Chiyferng and Kao, Mengchao and Shih, Chi-Sheng and Kuo, Tei-Wei
The 7th International Symposium on Mobile Internet Security (MobiSec) 2023
a cloud-based platform for comprehensive gait analysis. Gait assessment is crucial in neurodegenerative diseases such as Parkinson’s and multiple system atrophy, yet current techniques are neither affordable nor efficient.
Ho, Ming-Yang and Kuo, Ming-Che and Chen, Ciao-Sin and Wu, Ruey-Meei and Chuang, Ching-Chi and Shih, Chi-Sheng and Tseng, Yufeng Jane
IEEE Journal of Biomedical and Health Informatics 2023
Full List of publications
A Heterogeneous Computing Framework for Accelerating Fully Homomorphic Encryption
Shih, Chengjhih and Hung, Shih-Hao and Chen, Chingwen abd Perng, Chiyferng and Kao, Mengchao and Shih, Chi-Sheng and Kuo, Tei-Wei
The 7th International Symposium on Mobile Internet Security (MobiSec) 2023
Pathological Gait Analysis With an Open-Source Cloud-Enabled Platform Empowered by Semi-Supervised Learning - PathoOpenGait
Ho, Ming-Yang and Kuo, Ming-Che and Chen, Ciao-Sin and Wu, Ruey-Meei and Chuang, Ching-Chi and Shih, Chi-Sheng and Tseng, Yufeng Jane
IEEE Journal of Biomedical and Health Informatics 2023
Variational Nested Dropout
Yufei Cui, Yu Mao, Ziquan Liu, Qiao Li, Antoni B Chan, Xue Liu, Tei-Wei Kuo and Chun Jason Xue
IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, pp. 10519-10534
ZoneLife: How to Utilize Data Lifetime Semantics to Make SSDs Smarter
Yun-Chih Chen, Chun-Feng Wu, Yuan-Hao Chang and Tei-Wei Kuo
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 42(8), pp. 2488-2499
Exploring Synchronous Page Fault Handling
Yin-Chiuan Chen, Chun-Feng Wu, Yuan-Hao Chang and Tei-Wei Kuo
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 41(11), pp.3791-3802
Rethinking the Interactivity of OS and Device Layers in Memory Management
Tse-Yuan Wang, Chun-Feng Wu, Che-Wei Tsao, Yuan-Hao Chang, Tei-Wei Kuo and Xue Liu
ACM Transactions on Embedded Computing Systems (TECS), 21(4), pp. 1-21
Online Rare Category Identification and Data Diversification for Edge Computing
Yufei Cui, Qiao Li, Tei-Wei Kuo and Chun Jason Xue
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 41(5), pp.1290-1301
CIM-Based Smart Pose Detection Sensors
Jyun-Jhe Chou, Ting-Wei Chang, Xin-You Liu, Tsung-Yen Wu, Yu-Kai Chen , Ying-Tuan Hsu, Chih-Wei Chen, Tsung-Te Liu and Chi-Sheng Shih
Sensors 2022, 22(9), 3491
Accelerating data filtering for database using FPGA
Xuan Sun, Chun Jason Xue, Jinghuan Yu, Tei-Wei Kuo and Xue Liu
Journal of Systems Architecture, 114, pp. 101908
Retrieval-Augmented Multiple Instance Learning
CUI Yufei, Ziquan Liu, CHEN Yixin, Yuchen Lu, Xinyue Yu, Xue Liu, Tei-Wei Kuo, Miguel RD Rodrigues, Chun Jason Xue and Antoni B Chan
Thirty-seventh Conference on Neural Information Processing Systems(NeurIPS) 2023
HAPIC: A Scalable, Lightweight and Reactive Cache for Persistent-Memory-Based Index
Chih-Ting Lo, Yun-Chih Chen, Yuan-Hao Chang and Tei-Wei Kuo
IEEE/ACM International Conference on Computer Aided Design (ICCAD) 2023
FSD: File-related Secure Deletion to Prolong the Lifetime of Solid-State Drives
Shih-Chun Chou, Yi-Shen Chen, Ping-Xiang Chen, Yuan-Hao Chang, Ming-Chang Yang, Tei-Wei Kuo, Yu-Fang Chen and Yu-Ming Chang
IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA) 2023
Self-Supervised Multi-LiDAR Object View Generation Using Single LiDAR
Yi-Hung Kuo, Chi-Sheng Shih, Hsiang-Jui Lin and Shih-Hao Hung
2023 IEEE 29th International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA)
Deep Learning Based End-to-End Specular Reflection Removal for Medical Endoscopic Images
Chi-Sheng Shih, Yu-Cheng Liao and Ching-Ting Tan
ACM International Conference on Research in Adaptive and Convergent Systems 2023
A digital 3D TCAM accelerator for the inference phase of Random Forest
Chieh-Lin Tsai, Chun-Feng Wu, Yuan-Hao Chang, Han-Wen Hu, Yung-Chun Lee, Hsiang-Pang Li and Tei-Wei Kuo
2023 60th ACM/IEEE Design Automation Conference (DAC)
APP: Enabling soft real-time execution on densely-populated hybrid memory system
Zheng-Wei Wu, Yun-Chih Chen, Yuan-Hao Chang and Tei-Wei Kuo
2023 60th ACM/IEEE Design Automation Conference (DAC)
SLResNet: Neural-Network-Based End-to-End Structure Light 3D Reconstruction for Endoscope
Chi-Sheng Shih, Yu Shian Lin, Kai Ju Cheng and Chin Kang Chang
ACM/SIGAPP Symposium on Applied Computing (SAC) 2023
Bayes-MIL: a new probabilistic perspective on attention-based multiple instance learning for whole slide images
Yufei Cui, Ziquan Liu, Xiangyu Liu, Xue Liu, Cong Wang, Tei-Wei Kuo, Chun Jason Xue and Antoni B Chan
11th International Conference on Learning Representations (ICLR) 2023
Multi-Granularity Shadow Paging with NVM Write Optimization for Crash-Consistent Memory-Mapped I/O
Hongchao Du, Qiao Li, Riwei Pan, Tei-Wei Kuo and Chun Jason Xue
IEEE International Symposium on High-Performance Computer Architecture (HPCA) 2023
LPAQ: Accelerating LPAQ Compression on FPGA
Dongdong Tang, Xuan Sun, Nan Guan, Tei-Wei Kuo and Chun Jason Xue
International Conference on Field-Programmable Technology (ICFPT) 2022
Precise Augmentation and Counting of Helicobacter Pylori in Histology Image
Yufei Cui, Yixin Chen, Zhifeng Shuai, Fang Peng, Yanbo Lv, Luoning Zheng, Xue Liu, Antoni B Chan, Tei-Wei Kuo and Chun Jason Xue
36th Conference on Neural Information Processing Systems (NeurIPS) 2022
Probabilistic Analysis of Network Availability
Yunmo Zhang, Hong Xu, Chun Jason Xue and Tei-Wei Kuo
IEEE 30th International Conference on Network Protocols (ICNP) 2022
Accelerating General-Purpose Lossless Compression via Simple and Scalable Parameterization
Yu Mao, Yufei Cui, Tei-Wei Kuo and Chun Jason Xue
30th ACM International Conference on Multimedia 2022
ICE: An Intelligent Cognition Engine with 3D NAND-based In-Memory Computing for Vector Similarity Search Acceleration
Han-Wen Hu, Wei-Chen Wang, Yuan-Hao Chang, Yung-Chun Lee, Bo-Rong Lin, Huai-Mu Wang, Yen-Po Lin, Yu-Ming Huang, Chong-Ying Lee, Tzu-Hsiang Su, Chih-Chang Hsieh, Chia-Ming Hu, Yi-Ting Lai, Chung-Kuang Chen, Han-Sung Chen, Hsiang-Pang Li, Tei-Wei Kuo, Meng-Fan Chang, Keh-Chung Wang, Chun-Hsiung Hung and Chih-Yuan Lu
55th IEEE/ACM International Symposium on Microarchitecture (MICRO) 2022
Pipette: Efficient Fine-Gained Reads for SSDs
Shuhan Bai, Hu Wan, Yun Huang, Xuan Sun, Fei Wu, Changsheng Xie, Hung-Chih Hsieh, Tei-Wei Kuo and Chun Jason Xue
59th ACM/IEEE Design Automation Conference 2022
TRACE: A Fast Transformer-based General-Purpose Lossless Compressor
Yu Mao, Yufei Cui, Tei-Wei Kuo and Chun Jason Xue
ACM Web Conference 2022
RM-SSD: In-storage computing for large-scale recommendation inference
Xuan Sun, Hu Wan, Qiao Li, Chia-Lin Yang, Tei-Wei Kuo and Chun Jason Xue
IEEE International Symposium on High-Performance Computer Architecture (HPCA) 2022
Automated Video Editing Based on Learned Styles Using LSTM-GAN
H.-I. Huang; C.-S. Shih; Z.-L. Yang
37th ACM/SIGAPP Symposium on Applied Computing 2022
A 512Gb in-memory-computing 3D-NAND flash supporting similar-vector-matching operations on edge-AI devices
Han-Wen Hu, Wei-Chen Wang, Chung-Kuang Chen, Yung-Chun Lee, Bo-Rong Lin, Huai-Mu Wang, Yen-Po Lin, Yu-Chao Lin, Chih-Chang Hsieh, Chia-Ming Hu, Yi-Ting Lai, Han-Sung Chen, Yuan-Hao Chang, Hsiang-Pang Li, Tei-Wei Kuo, Keh-Chung Wang, Meng-Fan Chang, Chun-Hsiung Hung and Chin-Yuan Lu
IEEE International Solid-State Circuits Conference (ISSCC) 2022
CacheSifter: Sifting Cache Files for Boosted Mobile Performance and Lifetime
Yu Liang, Riwei Pan, Tianyu Ren, Yufei Cui, Rachata Ausavarungnirun, Xianzhang Chen, Changlong Li, Tei-Wei Kuo and Chun Jason Xue
20th USENIX Conference on File and Storage Technologies (FAST) 2022
An Extrinsic Depth Camera Calibration Method for Narrow Field of View Color Camera
H.-Y. Chen and C.-S. Shih
ACM 2021 International Conference on Research in Adaptive and Convergent Systems
Deep-Learning-Based Intrusion Detection for Autonomous Vehicle-Following Systems
Sheng-Li Wang, Sing-Yao Wu, Ching-Chu Lin, Srivalli Boddupalli, Po-Jui Chang, Chung-Wei Lin, Chi-Sheng Shih, Sandip Ray
24th IEEE International Conference on Intelligent Transportation Systems (ITSC) 2021
Trajectory Prediction at Unsignalized Intersections using Social Conditional Generative Adversarial Network
Tsu-Jan Hsieh, Chi-Sheng Shih, Chung-Wei Lin, Chih-Wei Chen, Pei-Kuei Tsung
24th IEEE International Conference on Intelligent Transportation Systems (ITSC) 2021
Prediction of Human Intention in Vehicles, Pedestrians and Bicyclists Interactions
Tsung-Yu Chen, Hsiang-Jui Lin, Chi-Sheng Shih, Kuan-Ting Kuo, Qi Liu, Rosa H.M. Chan
24th IEEE International Conference on Intelligent Transportation Systems (ITSC) 2021
FlashEmbedding: storing embedding tables in SSD for large-scale recommender systems
Hu Wan, Xuan Sun, Yufei Cui, Chia-Lin Yang, Tei-Wei Kuo and Chun Jason Xue
12th ACM SIGOPS Asia-Pacific Workshop on Systems 2021
CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80
W.-Y. Hong, C.-L. Kao, Y.-H. Kuo, J.-R. Wang, W.-L. Chang, C.-S. Shih
The 12th International Conference on Information Processing in Computer-Assisted Interventions 2021
Passleaf: A pool-based semi-supervised learning framework for uncertain knowledge graph embedding
Zhu-Mu Chen, Mi-Yen Yeh and Tei-Wei Kuo
The AAAI Conference on Artificial Intelligence 2021
Pattern-Guided File Compression with User-Experience Enhancement for Log-Structured File System on Mobile Devices
Cheng Ji, Li-Pin Chang, Riwei Pan, Chao Wu, Congming Gao, Liang Shi, Tei-Wei Kuo and Chun Jason Xue
19th USENIX Conference on File and Storage Technologies (FAST) 2021
Superpixel Tracking: Configurable Polynomial-Time Semantic Segmentation for Endoscope Video
W.-Y. Hong and C.-S. Shih
The 12th International Conference on Information Processing in Computer-Assisted Interventions 2021