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Yu-Pei Liang

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2020 – today

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2024
[j14]
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  - journals/sensors/LiangCC24
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Yu-Pei Liang, Chen-Ming Chang, Ching-Che Chung:
Implementation of Lightweight Convolutional Neural Networks with an Early Exit Mechanism Utilizing 40 nm CMOS Process for Fire Detection in Unmanned Aerial Vehicles. Sensors 24(7): 2265 (2024)
[j13]
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Yu-Pei Liang, Yao-Shun Hsu, Ching-Che Chung:
A Low-Power Hierarchical CNN Hardware Accelerator for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 73: 1-11 (2024)
[c22]
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Shang-Hung Ti, Tseng-Yi Chen, Tsung Tai Yeh, Shuo-Han Chen, Yu-Pei Liang:
OC-DLRM: Minimizing the I/O Traffic of DLRM Between Main Memory and OCSSD. DATE 2024: 1-2
[c21]
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  - conf/nvmsa/LiawCL24
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Yong-Cheng Liaw, Shuo-Han Chen, Yu-Pei Liang:
Reinforcement Learning-Based Read Performance Throttling to Enhance Lifetime of 3D NAND SSD. NVMSA 2024: 1-6
[c20]
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  - conf/sac/LinL0SL24
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Yi-Syuan Lin, Yu-Pei Liang, Yuan-Hao Chang, Wei-Kuan Shih, Wen Sheng Lim:
Bridging DNA Storage and Computation: An Integrated Framework for Efficient Biomolecular Data Management. SAC 2024: 196-203
2023
[j12]
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  - journals/sensors/ChungLJ23
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Ching-Che Chung, Yu-Pei Liang, Hong-Jin Jiang:
CNN Hardware Accelerator for Real-Time Bearing Fault Diagnosis. Sensors 23(13): 5897 (2023)
[j11]
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  - journals/sensors/LiangHC23
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Yu-Pei Liang, Ming-You Hung, Ching-Che Chung:
A Multiplier-Free Convolution Neural Network Hardware Accelerator for Real-Time Bearing Condition Detection of CNC Machinery. Sensors 23(23): 9437 (2023)
[j10]
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  - journals/tecs/LienCCLS23
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Yi-Han Lien, Yen-Ting Chen, Yuan-Hao Chang, Yu-Pei Liang, Wei-Kuan Shih:
FSIMR: File-system-aware Data Management for Interlaced Magnetic Recording. ACM Trans. Embed. Comput. Syst. 22(5s): 128:1-128:18 (2023)
[c19]
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  - conf/aspdac/LuCL0WCS23
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Syue-Wei Lu, Shuo-Han Chen, Yu-Pei Liang, Yuan-Hao Chang, Kang Wang, Tseng-Yi Chen, Wei-Kuan Shih:
Skyrmion Vault: Maximizing Skyrmion Lifespan for Enabling Low-Power Skyrmion Racetrack Memory. ASP-DAC 2023: 333-338
[c18]
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  - conf/iccad/WengHCLCHS23
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Kai-Ting Weng, Yun-Shan Hsieh, Yen-Ting Chen, Yu-Pei Liang, Yuan-Hao Chang, Po-Chun Huang, Wei-Kuan Shih:
HF-Dedupe: Hierarchical Fingerprint Scheme for High Efficiency Data Deduplication on Flash-based Storage Systems. ICCAD 2023: 1-9
[c17]
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  - conf/icce-tw/ChungLH23
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Ching-Che Chung, Yu-Pei Liang, Jo-Chen Huang:
Lightweight CNN hardware accelerator using the ternary quantization method for fault diagnosis of CNC machinery. ICCE-Taiwan 2023: 133-134
[c16]
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  - conf/islped/LiawCCL23
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Yong-Cheng Liaw, Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang:
Sky-NN: Enabling Efficient Neural Network Data Processing with Skyrmion Racetrack Memory. ISLPED 2023: 1-6
[c15]
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  - conf/isocc/LinLYCSC23
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Yi-Syuan Lin, Yu-Pei Liang, Yu-Shan Yen, Yen-Ting Chen, Wei-Kuan Shih, Yuan-Hao Chang:
Adaptive Mode-Switching for Write-amplification Reduction of SMR Disks. ISOCC 2023: 247-248
2022
[j9]
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  - journals/tcad/LiangCCHS22
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Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Yi-Da Huang, Wei-Kuan Shih:
Planting Fast-Growing Forest by Leveraging the Asymmetric Read/Write Latency of NVRAM-Based Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3304-3317 (2022)
[j8]
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  - journals/tecs/LinLCCCWS22
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Yi-Syuan Lin, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Hsin-Wen Wei, Wei-Kuan Shih:
How to Enable Index Scheme for Reducing the Writing Cost of DNA Storage on Insertion and Deletion. ACM Trans. Embed. Comput. Syst. 21(3): 30:1-30:25 (2022)
[c14]
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  - conf/iccad/LinLC0CS22
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Yu-Cheng Lin, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Wei-Kuan Shih:
On Minimizing the Read Latency of Flash Memory to Preserve Inter-Tree Locality in Random Forest. ICCAD 2022: 111:1-111:9
[c13]
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Yen-Ting Chen, Han-Xiang Liu, Yuan-Hao Chang, Yu-Pei Liang, Wei-Kuan Shih:
SACS: A Self-Adaptive Checkpointing Strategy for Microkernel-Based Intermittent Systems. ISLPED 2022: 21:1-21:6
[c12]
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Hung-Yu Lin, Yu-Pei Liang, Shuo-Han Chen, Yuan-Hao Chang, Tseng-Yi Chen, Wei-Kuan Shih:
Minimizing Age-of-Information of NVRAM-based Intermittent Systems. NVMSA 2022: 20-25
2021
[j7]
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  - journals/fgcs/ChenCLCHWS21
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Chih-Hsuan Chen, Shuo-Han Chen, Yu-Pei Liang, Tseng-Yi Chen, Tsan-sheng Hsu, Hsin-Wen Wei, Wei-Kuan Shih:
Facilitating external sorting on SMR-based large-scale storage systems. Future Gener. Comput. Syst. 116: 333-348 (2021)
[j6]
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  - journals/tvlsi/WangLCCCWS21
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I-Ju Wang, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Bo-Jun Chen, Hsin-Wen Wei, Wei-Kuan Shih:
Enabling Write-Reduction Multiversion Scheme With Efficient Dual-Range Query Over NVRAM. IEEE Trans. Very Large Scale Integr. Syst. 29(6): 1244-1256 (2021)
[c11]
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  - conf/aspdac/ChenC0LS21
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Ping-Xiang Chen, Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, Wei-Kuan Shih:
Facilitating the Efficiency of Secure File Data and Metadata Deletion on SMR-based Ext4 File System. ASP-DAC 2021: 728-733
[c10]
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  - conf/dac/LiangHCCWHS21
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Yu-Pei Liang, Yung-Han Hsu, Tseng-Yi Chen, Shuo-Han Chen, Hsin-Wen Wei, Tsan-sheng Hsu, Wei-Kuan Shih:
Eco-feller: Minimizing the Energy Consumption of Random Forest Algorithm by an Eco-pruning Strategy over MLC NVRAM. DAC 2021: 649-654
[c9]
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  - conf/nvmsa/YangLTC21
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Ya-Hui Yang, Yu-Pei Liang, Cheng-Hsiang Tseng, Shuo-Han Chen:
Exploring Skyrmion Racetrack Memory for High Performance Full-Nonvolatile FTL. NVMSA 2021: 1-6
[c8]
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  - conf/rtas/LiangFCCCWS021
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Yu-Pei Liang, Yu-Ting Fang, Shuo-Han Chen, Yen-Ting Chen, Tseng-Yi Chen, Wei-Lin Wang, Wei-Kuan Shih, Yuan-Hao Chang:
Brief Industry Paper: An Energy-Reduction On-Chip Memory Management for Intermittent Systems. RTAS 2021: 429-432
2020
[j5]
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  - journals/tcad/LiangCCCWS20
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Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Hsin-Wen Wei, Wei-Kuan Shih:
B*-Sort: Enabling Write-Once Sorting for Nonvolatile Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4549-4562 (2020)
[j4]
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  - journals/tecs/ChuangCCLWS20
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Yi-Jing Chuang, Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, Hsin-Wen Wei, Wei-Kuan Shih:
DSTL: A Demand-Based Shingled Translation Layer for Enabling Adaptive Address Mapping on SMR Drives. ACM Trans. Embed. Comput. Syst. 19(4): 25:1-25:21 (2020)
[c7]
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  - conf/aspdac/ChenLCWS20
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Shuo-Han Chen, Yu-Pei Liang, Yuan-Hao Chang, Hsin-Wen Wei, Wei-Kuan Shih:
Boosting the Profitability of NVRAM-based Storage Devices via the Concept of Dual-Chunking Data Deduplication. ASP-DAC 2020: 512-517
[c6]
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  - conf/dac/LiangCCWS20
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Yu-Pei Liang, Tseng-Yi Chen, Ching-Ho Chi, Hsin-Wen Wei, Wei-Kuan Shih:
Enabling a B⁺-tree-based Data Management Scheme for Key-value Store over SMR-based SSHD. DAC 2020: 1-6
[c5]
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  - conf/sac/ChenLCLWWS20
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Shuo-Han Chen, Yu-Pei Liang, Yuan-Hao Chang, Yun-Fei Liu, Chun-Feng Wu, Hsin-Wen Wei, Wei-Kuan Shih:
Reinforcing the energy efficiency of cyber-physical systems via direct and split cache consolidation on MLC STT-RAM. SAC 2020: 202-209

2010 – 2019

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2019
[j3]
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  - journals/jsa/LiangCCLWS19
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Yu-Pei Liang, Shuo-Han Chen, Yuan-Hao Chang, Yong-Chin Lin, Hsin-Wen Wei, Wei-Kuan Shih:
Mitigating write amplification issue of SMR drives via the design of sequential-write-constrained cache. J. Syst. Archit. 99 (2019)
[j2]
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  - journals/tecs/LiangCCCLLS19
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Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Kam-yiu Lam, Wei-Hsin Li, Wei-Kuan Shih:
Enabling Sequential-write-constrained B⁺-tree Index Scheme to Upgrade Shingled Magnetic Recording Storage Performance. ACM Trans. Embed. Comput. Syst. 18(5s): 66:1-66:20 (2019)
[c4]
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  - conf/islped/LiangCCCCS19
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Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Pei-Yu Chen, Wei-Kuan Shih:
Rethinking Last-level-cache Write-back Strategy for MLC STT-RAM Main Memory with Asymmetric Write Energy. ISLPED 2019: 1-6
2018
[j1]
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  - journals/tc/ChenCLWS18
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Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, Hsin-Wen Wei, Wei-Kuan Shih:
An Erase Efficiency Boosting Strategy for 3D Charge Trap NAND Flash. IEEE Trans. Computers 67(9): 1246-1258 (2018)
2017
[c3]
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  - conf/dasc/LiangCLCCS17
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Yu-Pei Liang, Shuo-Han Chen, Yi-Han Lien, Tseng-Yi Chen, Heng-Yin Chen, Wei-Kuan Shih:
Enabling High-Resolution Video Support for the Next-Generation Internet-Connected Display. DASC/PiCom/DataCom/CyberSciTech 2017: 284-286
[c2]
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  - conf/ipsn/ChenLLWS17
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Shuo-Han Chen, Yu-Pei Liang, Chi-Heng Lee, I-Ju Wang, Wei-Kuan Shih:
A wireless sensor network simulator focuses on imitating wireless charging vehicle: demo abstract. IPSN 2017: 265-266
2016
[c1]
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  - conf/cts/ChenCLLCS16
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Shuo-Han Chen, Yen-Ting Chen, Yu-Pei Liang, Yong-Ching Lin, Heng-Yin Chen, Wei-Kuan Shih:
Improving the Local Disk Cover Algorithm for Placing Relay Nodes in a Wireless Sensor Network. CTS 2016: 607-608

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