| 2026 | HPCA | VeloxGNN: Efficient Out-of-Core GNN Training with Delayed Gradient Propagation. | Yi Li, Tsun-Yu Yang, Zhaoyan Shen, Ming-Chang Yang, Bingzhe Li |
| 2026 | KDD | Hitcher: Efficient GPU-based Vector Search via Cluster-Centric Kernel and Hitch-Ride Ordering. | Qihui Zhou, Changji Li, Guanxian Jiang, Chenhao Ma, Xiao Yan, Yu Mao, Ming-Chang Yang, James Cheng |
| 2025 | CASES | Design and Optimization for AI/ML Acceleration on Resource-constrained and Edge Systems. | Jalil Boukhobza, Alessio Burrello, Yuan-Hao Chang, Yawei Li, Daniele Jahier Pagliari, Chun-Feng Wu, Ming-Chang Yang, Tsun-Yu Yang |
| 2025 | DAC | The Unwritten Contract of Cloud-based Elastic Solid-State Drives. | Yingjia Wang, Ming-Chang Yang |
| 2025 | FAST | Oasis: An Out-of-core Approximate Graph System via All-Distances Sketches. | Tsun-Yu Yang, Yi Li, Yizou Chen, Bingzhe Li, Ming-Chang Yang |
| 2025 | HPCA | Reviving In-Storage Hardware Compression on ZNS SSDs through Host-SSD Collaboration. | Yingjia Wang, Tao Lu, Yuhong Liang, Xiang Chen, Ming-Chang Yang |
| 2025 | SOSP | Demeter: A Scalable and Elastic Tiered Memory Solution for Virtualized Cloud via Guest Delegation. | Junliang Hu, Zhisheng Hu, Chun-Feng Wu, Ming-Chang Yang |
| 2024 | ASPLOS | Grafu: Unleashing the Full Potential of Future Value Computation for Out-of-core Synchronous Graph Processing. | Tsun-Yu Yang, Cale England, Yi Li, Bingzhe Li, Ming-Chang Yang |
| 2024 | DAC | How to Steal CPU Idle Time When Synchronous I/O Mode Becomes Promising. | Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, Tei-Wei Kuo |
| 2024 | FAST | Seraph: Towards Scalable and Efficient Fully-external Graph Computation via On-demand Processing. | Tsun-Yu Yang, Yizou Chen, Yuhong Liang, Ming-Chang Yang |
| 2024 | HPCA | Celeritas: Out-of-Core Based Unsupervised Graph Neural Network via Cross-Layer Computing 2024. | Yi Li, Tsun-Yu Yang, Ming-Chang Yang, Zhaoyan Shen, Bingzhe Li |
| 2024 | HPCA | Are Superpages Super-fast? Distilling Flash Blocks to Unify Flash Pages of a Superpage in an SSD. | Shih-Hung Tseng, Tseng-Yi Chen, Ming-Chang Yang |
| 2024 | ICCAD | ZnH2: Augmenting ZNS-based Storage System with Host-Managed Heterogeneous Zones. | Yingjia Wang, Lok Yin Chow, Xirui Nie, Yuhong Liang, Ming-Chang Yang |
| 2024 | ICLR | Scalable Language Model with Generalized Continual Learning. | Bohao Peng, Zhuotao Tian, Shu Liu, Ming-Chang Yang, Jiaya Jia |
| 2024 | SOSP | Aceso: Achieving Efficient Fault Tolerance in Memory-Disaggregated Key-Value Stores. | Zhisheng Hu, Pengfei Zuo, Yizou Chen, Chao Wang, Junliang Hu, Ming-Chang Yang |
| 2024 | SOSP | BIZA: Design of Self-Governing Block-Interface ZNS AFA for Endurance and Performance. | Shushu Yi, Shaocong Sun, Li Peng, Yingbo Sun, Ming-Chang Yang, Zhichao Cao, Qiao Li, Myoungsoo Jung, Ke Zhou, Jie Zhang |
| 2023 | DSN | EXPERT: EXPloiting DRAM ERror Types to Improve the Effective Forecasting Coverage in the Field. | Xiangjun Peng, Zheng Huang, Alex Cantrell, Bihua Shu, Ke Ke Xie, Yi Li, Yu Li, Li Jiang, Qiang Xu, Ming-Chang Yang |
| 2023 | HPCA | CHOPPER: A Compiler Infrastructure for Programmable Bit-serial SIMD Processing Using Memory in DRAM. | Xiangjun Peng, Yaohua Wang, Ming-Chang Yang |
| 2023 | OSDI | SEPH: Scalable, Efficient, and Predictable Hashing on Persistent Memory. | Chao Wang, Junliang Hu, Tsun-Yu Yang, Yuhong Liang, Ming-Chang Yang |
| 2022 | DAC | SMART: on simultaneously marching racetracks to improve the performance of racetrack-based main memory. | Xiangjun Peng, Ming-Chang Yang, Ho Ming Tsui, Chi Ngai Leung, Wang Kang |
| 2022 | FAST | Practicably Boosting the Processing Performance of BFS-like Algorithms on Semi-External Graph System via I/O-Efficient Graph Ordering. | Tsun-Yu Yang, Yuhong Liang, Ming-Chang Yang |
| 2021 | DAC | Move-On-Modify: An Efficient yet Crash-Consistent Update Strategy for Interlaced Magnetic Recording. | Yuhong Liang, Ming-Chang Yang |
| 2021 | USENIX | KVIMR: Key-Value Store Aware Data Management Middleware for Interlaced Magnetic Recording Based Hard Disk Drive. | Yuhong Liang, Tsun-Yu Yang, Ming-Chang Yang |
| 2020 | AAAI | Understanding and Improving Proximity Graph Based Maximum Inner Product Search. | Jie Liu, Xiao Yan, Xinyan Dai, Zhirong Li, James Cheng, Ming-Chang Yang |
| 2020 | ASPDAC | Parallel-Log-Single-Compaction-Tree: Flash-Friendly Two-Level Key-Value Management in KVSSDs. | Yen-Ting Chen, Ming-Chang Yang, Yuan-Hao Chang, Wei-Kuan Shih |
| 2020 | DAC | Permutation-Write: Optimizing Write Performance and Energy for Skyrmion Racetrack Memory. | Tsun-Yu Yang, Ming-Chang Yang, Jiawei Li, Wang Kang |
| 2020 | ICLR | Measuring and Improving the Use of Graph Information in Graph Neural Networks. | Yifan Hou, Jie Zhang, James Cheng, Kaili Ma, Richard T. B. Ma, Hongzhi Chen, Ming-Chang Yang |
| 2020 | ISLPED | How to cultivate a green decision tree without loss of accuracy? | Tseng-Yi Chen, Yuan-Hao Chang, Ming-Chang Yang, Huang-Wei Chen |
| 2019 | DAC | The Best of Both Worlds: On Exploiting Bit-Alterable NAND Flash for Lifetime and Read Performance Optimization. | Shuo-Han Chen, Ming-Chang Yang, Yuan-Hao Chang |
| 2019 | DAC | Enabling File-Oriented Fast Secure Deletion on Shingled Magnetic Recording Drives. | Shuo-Han Chen, Ming-Chang Yang, Yuan-Hao Chang, Chun-Feng Wu |
| 2019 | KDD | A Representation Learning Framework for Property Graphs. | Yifan Hou, Hongzhi Chen, Changji Li, James Cheng, Ming-Chang Yang |
| 2019 | SAC | A new sequential-write-constrained cache management to mitigate write amplification for SMR drives. | Shuo-Han Chen, Yong-Ching Lin, Yuan-Hao Chang, Ming-Chang Yang, Tseng-Yi Chen, Hsin-Wen Wei, Wei-Kuan Shih |
| 2018 | ASPDAC | Rethinking self-balancing binary search tree over phase change memory with write asymmetry. | Chieh-Fu Chang, Che-Wei Chang, Yuan-Hao Chang, Ming-Chang Yang |
| 2018 | DAC | Improving runtime performance of deduplication system with host-managed SMR storage drives. | Chun-Feng Wu, Ming-Chang Yang, Yuan-Hao Chang |
| 2018 | SAC | Boosting the performance with a data-backup-free programming scheme for TLC-based SSDs. | Chin-Chiang Pan, Chien-Chung Ho, Yuan-Hao Chang, Tei-Wei Kuo, Yu-Ming Chang, Ming-Chang Yang |
| 2017 | ASPDAC | KVFTL: Optimization of storage space utilization for key-value-specific flash storage devices. | Yen-Ting Chen, Ming-Chang Yang, Yuan-Hao Chang, Tseng-Yi Chen, Hsin-Wen Wei, Wei-Kuan Shih |
| 2017 | COMPSAC | xB+-Tree: Access-Pattern-Aware Cache-Line-Based Tree for Non-volatile Main Memory Architecture. | Li-Zheng Liang, Ming-Chang Yang, Yuan-Hao Chang, Tseng-Yi Chen, Shuo-Han Chen, Hsin-Wen Wei, Wei-Kuan Shih |
| 2017 | DAC | Enabling Write-Reduction Strategy for Journaling File Systems over Byte-addressable NVRAM. | Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Chih-Ching Kuo, Ming-Chang Yang, Hsin-Wen Wei, Wei-Kuan Shih |
| 2017 | ICCAD | Virtual persistent cache: Remedy the long latency behavior of host-aware shingled magnetic recording drives. | Ming-Chang Yang, Yuan-Hao Chang, Fenggang Wu, Tei-Wei Kuo, David H. C. Du |
| 2017 | SAC | A pattern-aware write strategy to enhance the reliability of flash-memory storage systems. | Tseng-Yi Chen, Yuan-Hao Chang, Yuan-Hung Kuan, Ming-Chang Yang, Yu-Ming Chang, Pi-Cheng Hsiu |
| 2015 | DAC | Virtual flash chips: rethinking the layer design of flash devices to improve data recoverability. | Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo |
| 2015 | DATE | PWL: a progressive wear leveling to minimize data migration overheads for nand flash devices. | Fu-Hsin Chen, Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo |
| 2015 | SAC | Reliability-aware striping with minimized performance overheads for flash-based storage devices. | Ming-Chang Yang, Yu-Ming Chang, Po-Chun Huang, Yuan-Hao Chang, Lue-Jane Lee, Tei-Wei Kuo |
| 2014 | SmartComp | Garbage collection and wear leveling for flash memory: Past and future. | Ming-Chang Yang, Yu-Ming Chang, Che-Wei Tsao, Po-Chun Huang, Yuan-Hao Chang, Tei-Wei Kuo |
| 2013 | DAC | Performance enhancement of garbage collection for flash storage devices: an efficient victim block selection design. | Che-Wei Tsao, Yuan-Hao Chang, Ming-Chang Yang |
| 2013 | DAC | New ERA: new efficient reliability-aware wear leveling for endurance enhancement of flash storage devices. | Ming-Chang Yang, Yuan-Hao Chang, Che-Wei Tsao, Po-Chun Huang |
| 2013 | RTCSA | A fifty-percent rule to minimize the energy consumption of PCM-based storage systems. | Ming-Chang Yang, Martin Kuo, Che-Wei Tsao, Yuan-Hao Chang |