Publication list

Journal paper

1. Yi-Han Lien, Yen-Ting Chen, Yuan-Hao Chang, Yu-Pei Liang, and Wei-Kuan Shih "FSIMR: File-system-aware Data Management for Interlaced Magnetic Recording," accepted and to appear on ACM Transactions on Embedded Computing Systems (TECS)
2. Chung, Ching-Che, Yu-Pei Liang, and Hong-Jin Jiang, “CNN Hardware Accelerator for Real-Time Bearing Fault Diagnosis,” Sensors 23.13 (2023): 5897.
3. Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Yi-Da Huang, and Wei-Kuan Shih, "Planting Fast-growing Forest by Leveraging the Asymmetric Read/Write Latency of NVRAM-based Systems," accepted and to appear on IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD).
4. I-Ju Wang, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Po-Chun 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)
5. Yu-Pei Liang, Shuo-Han Chen, Yuan-Hao Chang, Yun-Fei Liu, Hsin-Wen Wei, Wei-Kuan Shih “A cache consolidation design of MLC STT-RAM for energy efficiency enhancement on cyber-physical systems” ACM SIGAPP Applied Computing ReviewVolume 21Issue 1March 2021 pp 37–49
6. Chih-Hsuan Chen, Shuo-Han Chen, Tseng-Yi Chen, Yu-Pei Liang, Wei-kuan Shih, Tsan-sheng Hsu. “Facilitating External Merge Sort on SMR-based Large-Scale Storage Systems,” Future Generation Computer Systems 116 (2021): 333-348.
7. Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Hsin-Wen Wei and Wei-Kuan Shih. “B*-sort: Enabling Write-once Sorting Algorithm for Byte-addressable Non-volatile Memory,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), volume 39, number 12, pages 4549-4562, December 2020.
8. Yi-Jing Chuang, Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, Hsin-Wen Wei, and Wei-Kuan Shih, “DSTL: A Demand-based Shingled Translation Layer for Enabling Adaptive Address Mapping on SMR Drives,” ACM Transactions on Embedded Computing Systems (TECS), volume 19, number 4, pages 25:1-25:21, July 2020.
9. Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Kam-Yiu Lam, Wei-Hsin Li, and Wei-Kuan Shih, “Enabling Sequential-write-constrained B+-tree Index Scheme to Upgrade Shingled Magnetic Recording Storage Performance,” ACM Transactions on Embedded Computing Systems (TECS), volume 18, number 5s, pages 66:1-66:20, October 2019, (Integrated with ACM/IEEE CODES+ISSS'19)
10. Yu-Pei Liang, Shuo-Han Chen, Yuan-Hao Chang, Yong-Chin Lin, Hsin-Wen Wei, and Wei-Kuan Shih, “Mitigating Write Amplification Issue for SMR Drives via the Design of Sequential-Write-Constrained Cache Management,” Elsevier Journal of Systems Architecture (JSA), 99, 101634.
11. Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, Hsin-Wen Wei, and Wei-Kuan Shih, "An Erase Efficiency Boosting Strategy for 3D Charge Trap NAND Flash," IEEE Transactions on Computers (TC), volume 67, number 9, pages 1246-1258, September 2018.

Conference paper

1. 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,” The 20th International SoC Conference (ISOCC 2023), Oct. 25-29, 2023
2. Kai-Ting Weng, Yun-Shan Hsieh, Yen-Ting Chen, Yu-Pei Liang, Yuan-Hao Chang, Po-Chun Huang, and Wei-Kuan Shih, "HF-Dedupe: Hierarchical Fingerprint Scheme for High Efficiency Data Deduplication on Flash-based Storage Systems," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), San Francisco, California, USA, Oct. 29 - Nov. 2, 2023.
3. Yi-Han Lien, Yen-Ting Chen, Yuan-Hao Chang, Yu-Pei Liang, and Wei-Kuan Shih, "FSIMR: File-system-aware Data Management for Interlaced Magnetic Recording," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Germany, Sep. 17-22, 2023. (Journal Track, Integrated with ACM TECS)
4. Yong-Cheng Liao, Shuo-Han Chen, Yuan-Hao Chang, and Yu-Pei Liang, "Sky-NN: Enabling Efficient Neural Network Data Processing with Skyrmion Racetrack Memory," ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Vienna, Austria, Aug. 7-8, 2023.
5. Ching-Che Chung, Yu-Pei Liang, and Jo-Chen Huang, “Lightweight CNN hardware accelerator using the ternary quantization method for fault diagnosis of CNC machinery,” in Proceedings of IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), Taiwan, Jul. 2023.
6. Ching-Che Chung, Yu-Pei Liang, Ya-Ching Chang, and Chen-Ming Chang, “A binary weight convolutional neural network hardware accelerator for analysis faults of the CNC machinery on FPGA,” in Proceedings of International VLSI Symposium on Technology, Systems and Applications (VLSITSADAT), Taiwan, Apr. 2023.
7. Syue-Wei Lu, Shuo-Han Chen, Yu-Pei Liang, Yuan-Hao Chang, Kang Wang, Tseng-Yi Chen, and Wei-Kuan Shih, "Skyrmion Vault: Maximizing Skyrmion Lifespan for Enabling Low-Power Skyrmion Racetrack Memory," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Tokyo, Japan, Jan. 16-19, 2023.
8. Yu-Cheng Lin, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, and Wei-Kuan Shih, "On Minimizing the Read Latency of Flash Memory to Preserve Inter-tree Locality in Random Forest," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), San Diego, California, USA, Oct. 30 - Nov. 3, 2022.
9. Hung-Yu Lin, Yu-Pei Liang, Shuo-Han Chen, Yuan-Hao Chang, Tseng-Yi Chen, and Wei-Kuan Shih, "Minimizing Age-of-Information of NVRAM-based Intermittent Systems," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Taipei, Taiwan, Aug. 23-25, 2022.
10. Yen-Ting Chen, Han-Xiang Liu, Yuan-Hao Chang, Yu-Pei Liang, and Wei-Kuan Shih, "SACS: A Self-Adaptive Checkpointing Strategy for Microkernel-Based Intermittent Systems" ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Boston, MA, USA, Aug. 1-3, 2022.
11. Ya-Hui Yang, Yu-Pei Liang, Cheng-Hsiang Tseng, Shuo-Han Chen, "Exploring Skyrimon Racetrack Memory for High Performance Full-Nonvolatile FTL," 10th Non-Volatile Memory Systems and Applications Symposium (NVMSA), Virtual Conference, Aug. 19-21, 2021.
12. 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,” In: 2021 58th ACM/IEEE Design Automation Conference (DAC). IEEE, 2021. p. 649-654. (Top Conference)
13. 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," The 27th IEEE Real-Time and Embedded Technology and Applications Symposium(RTAS'21). (Top Conference)
14. 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
15. Yu-Pei Liang, Tseng-Yi Chen, Ching-Ho Chi, Hsin-Wen Wei, and Wei-Kuan Shih, "Enabling a B+-tree-based Data Management Scheme for Key-value Store over SMR-based SSHD," ACM/IEEE Design Automation Conference (DAC), July 2020.
16. Shuo-Han Chen, Yu-Pei Liang, Yuan-Hao Chang, Yun-Fei Liu, Chun-Feng Wu, Hsin-Wen Wei, and Wei-Kuan Shih, "Reinforcing the Energy Efficiency of Cyber-Physical Systems via Direct and Split Cache Consolidation on MLC STT-RAM," ACM Symposium on Applied Computing (SAC), March 2020.
17. Shuo-Han Chen, Yu-Pei Liang, Yuan-Hao Chang, Hsin-Wen Wei and Wei-Kuan Shih, "Boosting the Profitability of NVRAM-based Storage Devices via the Concept of Dual-Chunking Data Deduplication," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), January 2020.
18. Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Kam-Yiu Lam, Wei-Hsin Li, and Wei-Kuan Shih, "Enabling Sequential-write-constrained B+-tree Index Scheme to Upgrade Shingled Magnetic Recording Storage Performance," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), October 2019, (Top Conference)
19. Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Pei-Yu Chen and Wei-Kuan Shih. Rethinking Last-level-cache Write-back Strategy for MLC STT-RAM Main Memory with Asymmetric Write Energy. (2019, Jul) 2019 ACM/IEEE International Symposium on Low Power Electronics and Design. (ISLPED 2019) (Top Conference)
20. Yu-Pei Liang, Min-Hong Shen, Yi-Han Lien, Wei-Kuan Shih (2019, Feb). Facilitate External Sorting for Large-scale Storage On Shingled Magnetic Recording Drives. Future of Information and Communications Conference. (FICC 2019)
21. Yu-Pei Liang, Shuo-Han Chen, Yi-Han Lien, Tseng-Yi Chen, Heng-Yin Chen, Wei-Kuan Shih (2017, Nov). Enabling High-Resolution Video Support for the Next-Generation Internet-Connected Display. 2017 IEEE Cyber Science and Technology Congress (CyberSciTech 2017).
22. Shuo-Han Chen, Yu-Pei Liang, Chi-Heng Lee, I-Ju Wang, Wei-Kuan Shih (2017, Feb). Demo Abstract: A Wireless Sensor Network Simulator Focuses on Imitating Wireless Charging Vehicle. The 16th International Conference on Information Processing in Sensor Networks (IPSN'17) , Pittsburgh, Pennsylvania, USA.
23. Shuo-Han Chen, Yu-Pei Liang, Yen-Ting Chen, Pei-Yu Chen, Heng-Yin Chen, Wei-Kuan Shih (2017, Feb). Folding State Recognition for Multi-Foldable Mobile Devices . IEEE SoutheastCon 2017, Charlotte, NC, USA.
24. Shuo-Han Chen, Yen-Ting Chen, Yu-Pei Liang, Yong-Ching Lin, Heng-Yin Chen, Wei-Kuan Shih (2016, Aug). Improving the Local Disk Cover Algorithm for Placing Relay Nodes in a Wireless Sensor Network. The 2016 International Conference on Collaboration Technologies and Systems (CTS 2016).