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2020 – today
- 2024
[j30]Tsun-Yu Yang, Xiangjun Peng, Wang Kang
, Ming-Chang Yang:
Toward Write Optimization for Skyrmion Racetrack Memory by Skyrmion Repermutation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(6): 1769-1780 (2024)- [c46]Tsun-Yu Yang, Cale England, Yi Li, Bingzhe Li, Ming-Chang Yang:
Grafu: Unleashing the Full Potential of Future Value Computation for Out-of-core Synchronous Graph Processing. ASPLOS (2) 2024: 467-481 - [c45]Tsun-Yu Yang, Yizou Chen, Yuhong Liang, Ming-Chang Yang:
Seraph: Towards Scalable and Efficient Fully-external Graph Computation via On-demand Processing. FAST 2024: 373-387 - [c44]Yi Li, Tsun-Yu Yang, Ming-Chang Yang, Zhaoyan Shen, Bingzhe Li:
Celeritas: Out-of-Core Based Unsupervised Graph Neural Network via Cross-Layer Computing 2024. HPCA 2024: 91-107 - [c43]Shih-Hung Tseng, Tseng-Yi Chen, Ming-Chang Yang:
Are Superpages Super-fast? Distilling Flash Blocks to Unify Flash Pages of a Superpage in an SSD. HPCA 2024: 630-642 - [c42]Bohao Peng, Zhuotao Tian, Shu Liu, Ming-Chang Yang, Jiaya Jia:
Scalable Language Model with Generalized Continual Learning. ICLR 2024 - [c41]Tsun-Yu Yang, Ming-Chang Yang, Yuan-Hao Chang:
LeapGraph: A Fully External Graph Processing System on High-Speed SSD. NVMSA 2024: 1-2 - [i6]Bohao Peng, Jian Wang, Yuechen Zhang, Wenbo Li, Ming-Chang Yang, Jiaya Jia:
ControlNeXt: Powerful and Efficient Control for Image and Video Generation. CoRR abs/2408.06070 (2024) - 2023
- [j29]Zhuotao Tian, Pengguang Chen, Xin Lai, Li Jiang, Shu Liu, Hengshuang Zhao, Bei Yu, Ming-Chang Yang, Jiaya Jia:
Adaptive Perspective Distillation for Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1372-1387 (2023) - [c40]Xiangjun Peng, Zheng Huang, Alex Cantrell, Bihua Shu, Ke Ke Xie, Yi Li, Yu Li, Li Jiang, Qiang Xu, Ming-Chang Yang:
EXPERT: EXPloiting DRAM ERror Types to Improve the Effective Forecasting Coverage in the Field. DSN-S 2023: 35-41 - [c39]Xiangjun Peng, Yaohua Wang, Ming-Chang Yang:
CHOPPER: A Compiler Infrastructure for Programmable Bit-serial SIMD Processing Using Memory in DRAM. HPCA 2023: 1275-1288 - [c38]Shih-Chun Chou, Yi-Shen Chen, Ping-Xiang Chen, Yuan-Hao Chang, Ming-Chang Yang, Tei-Wei Kuo, Yu-Fang Chen, Yu-Ming Chang:
FSD: File-related Secure Deletion to Prolong the Lifetime of Solid-State Drives. NVMSA 2023: 19-24 - [c37]Chao Wang, Junliang Hu, Tsun-Yu Yang, Yuhong Liang, Ming-Chang Yang:
SEPH: Scalable, Efficient, and Predictable Hashing on Persistent Memory. OSDI 2023: 479-495 - 2022
- [j28]Yuhong Liang, Ming-Chang Yang, Shuo-Han Chen:
MAGIC: Making IMR-Based HDD Perform Like CMR-Based HDD. IEEE Trans. Computers 71(3): 643-657 (2022) - [j27]Shuo-Han Chen, Yuhong Liang, Ming-Chang Yang:
KVSTL: An Application Support to LSM-Tree Based Key-Value Store via Shingled Translation Layer Data Management. IEEE Trans. Computers 71(7): 1598-1611 (2022) - [j26]Tseng-Yi Chen, Shao-Hung Chi, Ming-Chang Yang, Ting-Ying Chien:
Enabling the Duo-Phase Data Management to Realize Longevity Bit-Alterable Flash Memory. IEEE Trans. Computers 71(8): 1982-1997 (2022) - [j25]Che-Wei Chang, Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, Chieh-Fu Chang:
Leveraging Write Heterogeneity of Phase Change Memory on Supporting Self-Balancing Binary Tree. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(6): 1757-1770 (2022) - [j24]Shuo-Han Chen, Chun-Feng Wu, Ming-Chang Yang, Yuan-Hao Chang:
A File-Oriented Fast Secure Deletion Strategy for Shingled Magnetic Recording Drives. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(8): 2463-2476 (2022) - [j23]Chun-Feng Wu, Martin Kuo, Ming-Chang Yang, Yuan-Hao Chang:
Performance Enhancement of SMR-Based Deduplication Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(9): 2835-2848 (2022) - [c36]Xiangjun Peng, Ming-Chang Yang, Ho Ming Tsui, Chi Ngai Leung, Wang Kang:
SMART: on simultaneously marching racetracks to improve the performance of racetrack-based main memory. DAC 2022: 829-834 - [c35]Tsun-Yu Yang, Yuhong Liang, Ming-Chang Yang:
Practicably Boosting the Processing Performance of BFS-like Algorithms on Semi-External Graph System via I/O-Efficient Graph Ordering. FAST 2022: 381-396 - [i5]Chenhan Jin, Kaiwen Zhou, Bo Han, James Cheng, Ming-Chang Yang:
Efficient Private SCO for Heavy-Tailed Data via Clipping. CoRR abs/2206.13011 (2022) - [i4]Yifan Hou, Jie Zhang, James Cheng, Kaili Ma, Richard T. B. Ma, Hongzhi Chen, Ming-Chang Yang:
Measuring and Improving the Use of Graph Information in Graph Neural Networks. CoRR abs/2206.13170 (2022) - [i3]Yifan Hou, Hongzhi Chen, Changji Li, James Cheng, Ming-Chang Yang:
A Representation Learning Framework for Property Graphs. CoRR abs/2206.13176 (2022) - 2021
- [j22]Ming-Chang Yang, Chun-Feng Wu, Shuo-Han Chen, Yi-Ling Lin, Che-Wei Chang, Yuan-Hao Chang:
On Minimizing Internal Data Migrations of Flash Devices via Lifetime-Retention Harmonization. IEEE Trans. Computers 70(3): 428-439 (2021) - [j21]Shuo-Han Chen, Ming-Chang Yang, Yuan-Hao Chang:
Optimizing Lifetime Capacity and Read Performance of Bit-Alterable 3-D NAND Flash. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(2): 218-231 (2021) - [c34]Yuhong Liang, Ming-Chang Yang:
Move-On-Modify: An Efficient yet Crash-Consistent Update Strategy for Interlaced Magnetic Recording. DAC 2021: 97-102 - [c33]Yuhong Liang, Tsun-Yu Yang, Ming-Chang Yang:
KVIMR: Key-Value Store Aware Data Management Middleware for Interlaced Magnetic Recording Based Hard Disk Drive. USENIX ATC 2021: 657-671 - [i2]Pengguang Chen, Yixin Chen, Shu Liu, Ming-Chang Yang, Jiaya Jia:
Exploring and Improving Mobile Level Vision Transformers. CoRR abs/2108.13015 (2021) - 2020
- [j20]Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, Tei-Wei Kuo:
Joint Management of CPU and NVDIMM for Breaking Down the Great Memory Wall. IEEE Trans. Computers 69(5): 722-733 (2020) - [j19]Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo, Chun-Feng Wu:
Request Flow Coordination for Growing-Scale Solid-State Drives. IEEE Trans. Computers 69(6): 832-843 (2020) - [j18]Yun-Shan Hsieh, Po-Chun Huang, Ping-Xiang Chen, Yuan-Hao Chang, Wang Kang, Ming-Chang Yang, Wei-Kuan Shih:
Shift-Limited Sort: Optimizing Sorting Performance on Skyrmion Memory-Based Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 4115-4128 (2020) - [j17]Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, Tei-Wei Kuo:
When Storage Response Time Catches Up With Overall Context Switch Overhead, What Is Next? IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 4266-4277 (2020) - [c32]Jie Liu, Xiao Yan, Xinyan Dai, Zhirong Li, James Cheng, Ming-Chang Yang:
Understanding and Improving Proximity Graph Based Maximum Inner Product Search. AAAI 2020: 139-146 - [c31]Yen-Ting Chen, Ming-Chang Yang, Yuan-Hao Chang, Wei-Kuan Shih:
Parallel-Log-Single-Compaction-Tree: Flash-Friendly Two-Level Key-Value Management in KVSSDs. ASP-DAC 2020: 277-282 - [c30]Tsun-Yu Yang, Ming-Chang Yang, Jiawei Li, Wang Kang:
Permutation-Write: Optimizing Write Performance and Energy for Skyrmion Racetrack Memory. DAC 2020: 1-6 - [c29]Yifan Hou, Jie Zhang, James Cheng, Kaili Ma, Richard T. B. Ma, Hongzhi Chen, Ming-Chang Yang:
Measuring and Improving the Use of Graph Information in Graph Neural Networks. ICLR 2020 - [c28]Tseng-Yi Chen, Yuan-Hao Chang, Ming-Chang Yang, Huang-Wei Chen:
How to cultivate a green decision tree without loss of accuracy? ISLPED 2020: 1-6 - [c27]Wei-Chun Cheng, Shuo-Han Chen, Yuan-Hao Chang, Kuan-Hsun Chen, Jian-Jia Chen, Tseng-Yi Chen, Ming-Chang Yang, Wei-Kuan Shih:
NS-FTL: Alleviating the Uneven Bit-Level Wearing of NVRAM-based FTL via NAND-SPIN. NVMSA 2020: 1-6
2010 – 2019
- 2019
- [j16]Ming-Chang Yang, Yuan-Hao Chang, Fenggang Wu, Tei-Wei Kuo, David H. C. Du:
On Improving the Write Responsiveness for Host-Aware SMR Drives. IEEE Trans. Computers 68(1): 111-124 (2019) - [j15]Yen-Ting Chen, Ming-Chang Yang, Yuan-Hao Chang, Tseng-Yi Chen, Hsin-Wen Wei, Wei-Kuan Shih:
Co-Optimizing Storage Space Utilization and Performance for Key-Value Solid State Drives. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(1): 29-42 (2019) - [c26]Shuo-Han Chen, Ming-Chang Yang, Yuan-Hao Chang, Chun-Feng Wu:
Enabling File-Oriented Fast Secure Deletion on Shingled Magnetic Recording Drives. DAC 2019: 103 - [c25]Shuo-Han Chen, Ming-Chang Yang, Yuan-Hao Chang:
The Best of Both Worlds: On Exploiting Bit-Alterable NAND Flash for Lifetime and Read Performance Optimization. DAC 2019: 212 - [c24]Yifan Hou, Hongzhi Chen, Changji Li, James Cheng, Ming-Chang Yang:
A Representation Learning Framework for Property Graphs. KDD 2019: 65-73 - [c23]Yu Ting Ho, Chun-Feng Wu, Ming-Chang Yang, Tseng-Yi Chen, Yuan-Hao Chang:
Replanting Your Forest: NVM-friendly Bagging Strategy for Random Forest. NVMSA 2019: 1-6 - [c22]Shuo-Han Chen, Yong-Ching Lin, Yuan-Hao Chang, Ming-Chang Yang, Tseng-Yi Chen, Hsin-Wen Wei, Wei-Kuan Shih:
A new sequential-write-constrained cache management to mitigate write amplification for SMR drives. SAC 2019: 599-606 - [i1]Jie Liu, Xiao Yan, Xinyan Dai, Zhirong Li, James Cheng, Ming-Chang Yang:
Understanding and Improving Proximity Graph based Maximum Inner Product Search. CoRR abs/1909.13459 (2019) - 2018
- [j14]Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Chih-Ching Kuo, Ming-Chang Yang, Hsin-Wen Wei, Wei-Kuan Shih:
wrJFS: A Write-Reduction Journaling File System for Byte-addressable NVRAM. IEEE Trans. Computers 67(7): 1023-1038 (2018) - [j13]Chun-Feng Wu, Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo:
Hot-Spot Suppression for Resource-Constrained Image Recognition Devices With Nonvolatile Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(11): 2567-2577 (2018) - [j12]Tseng-Yi Chen, Yuan-Hao Chang, Yuan-Hung Kuan, Ming-Chang Yang, Yu-Ming Chang, Pi-Cheng Hsiu:
Enhancing Flash Memory Reliability by Jointly Considering Write-back Pattern and Block Endurance. ACM Trans. Design Autom. Electr. Syst. 23(5): 64:1-64:24 (2018) - [c21]Chieh-Fu Chang, Che-Wei Chang, Yuan-Hao Chang, Ming-Chang Yang:
Rethinking self-balancing binary search tree over phase change memory with write asymmetry. ASP-DAC 2018: 548-553 - [c20]Chun-Feng Wu, Ming-Chang Yang, Yuan-Hao Chang:
Improving runtime performance of deduplication system with host-managed SMR storage drives. DAC 2018: 57:1-57:6 - [c19]Yi-Ling Lin, Ming-Chang Yang, Yuan-Hao Chang, Che-Wei Chang, Shuo-Han Chen:
On Harmonizing Data Lifetime and Block Retention Time for Flash Devices. NVMSA 2018: 73-78 - [c18]Chin-Chiang Pan, Chien-Chung Ho, Yuan-Hao Chang, Tei-Wei Kuo, Yu-Ming Chang, Ming-Chang Yang:
Boosting the performance with a data-backup-free programming scheme for TLC-based SSDs. SAC 2018: 351-358 - 2017
- [j11]Fenggang Wu, Ziqi Fan, Ming-Chang Yang, Baoquan Zhang, Xiongzi Ge, David H. C. Du:
Performance Evaluation of Host Aware Shingled Magnetic Recording (HA-SMR) Drives. IEEE Trans. Computers 66(11): 1932-1945 (2017) - [c17]Yen-Ting Chen, Ming-Chang Yang, Yuan-Hao Chang, Tseng-Yi Chen, Hsin-Wen Wei, Wei-Kuan Shih:
KVFTL: Optimization of storage space utilization for key-value-specific flash storage devices. ASP-DAC 2017: 584-590 - [c16]Li-Zheng Liang, Ming-Chang Yang, Yuan-Hao Chang, Tseng-Yi Chen, Shuo-Han Chen, Hsin-Wen Wei, Wei-Kuan Shih:
xB+-Tree: Access-Pattern-Aware Cache-Line-Based Tree for Non-volatile Main Memory Architecture. COMPSAC (1) 2017: 483-491 - [c15]Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Chih-Ching Kuo, Ming-Chang Yang, Hsin-Wen Wei, Wei-Kuan Shih:
Enabling Write-Reduction Strategy for Journaling File Systems over Byte-addressable NVRAM. DAC 2017: 44:1-44:6 - [c14]Ming-Chang Yang, Yuan-Hao Chang, Fenggang Wu, Tei-Wei Kuo, David H. C. Du:
Virtual persistent cache: Remedy the long latency behavior of host-aware shingled magnetic recording drives. ICCAD 2017: 17-24 - [c13]Tseng-Yi Chen, Yuan-Hao Chang, Yuan-Hung Kuan, Ming-Chang Yang, Yu-Ming Chang, Pi-Cheng Hsiu:
A pattern-aware write strategy to enhance the reliability of flash-memory storage systems. SAC 2017: 1460-1466 - 2016
- [j10]Jen-Ming Hsu, Yao-Chang Yu, Ting-Wei Hou, Wei-Guang Teng, Tzu-Chiang Chiang, Ming-Chang Yang:
A Multi-Constraint Scheme with Authorized Mechanism for the Patient Safety. J. Medical Syst. 40(5): 123:1-123:10 (2016) - [j9]Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo, Po-Chun Huang:
Capacity-Independent Address Mapping for Flash Storage Devices with Explosively Growing Capacity. IEEE Trans. Computers 65(2): 448-465 (2016) - [j8]Tseng-Yi Chen, Yuan-Hao Chang, Ming-Chang Yang, Yun-Jhu Chen, Hsin-Wen Wei, Wei-Kuan Shih:
Multi-Grained Block Management to Enhance the Space Utilization of File Systems on PCM Storages. IEEE Trans. Computers 65(6): 1831-1845 (2016) - [j7]Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo:
Virtual Flash Chips: Reinforcing the Hardware Abstraction Layer to Improve Data Recoverability of Flash Devices. IEEE Trans. Computers 65(9): 2872-2883 (2016) - [j6]Ming-Chang Yang, Yuan-Hao Chang, Yuan-Hung Kuan, Che-Wei Tsao:
Graceful Space Degradation: An Uneven Space Management for Flash Storage Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(9): 1425-1434 (2016) - [j5]Ming-Chang Yang, Yuan-Hao Chang, Che-Wei Tsao:
Byte-Addressable Update Scheme to Minimize the Energy Consumption of PCM-Based Storage Systems. ACM Trans. Embed. Comput. Syst. 15(3): 55:1-55:20 (2016) - [j4]Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo, Fu-Hsin Chen:
Reducing Data Migration Overheads of Flash Wear Leveling in a Progressive Way. IEEE Trans. Very Large Scale Integr. Syst. 24(5): 1808-1820 (2016) - [j3]Ming-Chang Yang, Yuan-Hao Chang, Chei-Wei Tsao, Chung-Yu Liu:
Utilization-Aware Self-Tuning Design for TLC Flash Storage Devices. IEEE Trans. Very Large Scale Integr. Syst. 24(10): 3132-3144 (2016) - [c12]Fenggang Wu, Ming-Chang Yang, Ziqi Fan, Baoquan Zhang, Xiongzi Ge, David H. C. Du:
Evaluating Host Aware SMR Drives. HotStorage 2016 - 2015
- [j2]Che-Wei Tsao, Yuan-Hao Chang, Ming-Chang Yang, Po-Chun Huang:
Efficient Victim Block Selection for Flash Storage Devices. IEEE Trans. Computers 64(12): 3444-3460 (2015) - [c11]Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo:
Virtual flash chips: rethinking the layer design of flash devices to improve data recoverability. DAC 2015: 193:1-193:6 - [c10]Fu-Hsin Chen, Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo:
PWL: a progressive wear leveling to minimize data migration overheads for nand flash devices. DATE 2015: 1209-1212 - [c9]Ming-Chang Yang, Yuan-Hao Chang, Yu-Cheng Chang, Po-Chun Huang:
Logical data packing for multi-chip flash-memory storage systems. NVMSA 2015: 1-6 - [c8]Ming-Chang Yang, Yu-Ming Chang, Po-Chun Huang, Yuan-Hao Chang, Lue-Jane Lee, Tei-Wei Kuo:
Reliability-aware striping with minimized performance overheads for flash-based storage devices. SAC 2015: 1906-1912 - 2014
- [c7]Ming-Chang Yang, Yuan-Hung Kuan, Yuan-Hao Chang, Pei-Lun Suei, Chia-Heng Tu, Norman Chang:
Bad page relaxation to prolong the lifetime of flash devices. GCCE 2014: 715-716 - [c6]Ming-Chang Yang, Cheng-Chin Tu, Yuan-Hao Chang, Pei-Lun Suei, Tei-Wei Kuo:
Endurance-aware clustering-based mining algorithm for non-volatile phase-change memory. GCCE 2014: 719-720 - [c5]Ming-Chang Yang, Yu-Ming Chang, Che-Wei Tsao, Po-Chun Huang, Yuan-Hao Chang, Tei-Wei Kuo:
Garbage collection and wear leveling for flash memory: Past and future. SMARTCOMP 2014: 66-73 - 2013
- [j1]Yuan-Hao Chang, Ming-Chang Yang, Tei-Wei Kuo, Ren-Hung Hwang:
A reliability enhancement design under the flash translation layer for MLC-based flash-memory storage systems. ACM Trans. Embed. Comput. Syst. 13(1): 10:1-10:28 (2013) - [c4]Ming-Chang Yang, Yuan-Hao Chang, Che-Wei Tsao, Po-Chun Huang:
New ERA: new efficient reliability-aware wear leveling for endurance enhancement of flash storage devices. DAC 2013: 163:1-163:6 - [c3]Che-Wei Tsao, Yuan-Hao Chang, Ming-Chang Yang:
Performance enhancement of garbage collection for flash storage devices: an efficient victim block selection design. DAC 2013: 165:1-165:6 - [c2]Ming-Chang Yang, Martin Kuo, Che-Wei Tsao, Yuan-Hao Chang:
A fifty-percent rule to minimize the energy consumption of PCM-based storage systems. RTCSA 2013: 139-144 - 2012
- [c1]Ming-Chang Yang, Yuan-Hao Chang, Po-Chun Huang, Tei-Wei Kuo:
Working-set-based address mapping for ultra-large-scaled flash devices. CODES+ISSS 2012: 493-502
Coauthor Index
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