Sky-NN: Enabling Efficient Neural Network Data Processing with Skyrmion Racetrack Memory. - Yong-Cheng Liaw; Shuo-Han Chen; Yuan-Hao Chang 001; Yu-Pei Liang (ISLPED, 2023)

Lowering the Number of Live-Page Copies on Solid State Drives through Trim-Assisted Space Allocation. - Yong-Cheng Liaw; Shuo-Han Chen; Hsin-Yun Su (ISOCC, 2023)

Exploring Hot/Cold Data Separation for Garbage Collection Efficiency Enhancement on OCSSDs. - Yu-Shiang Tsai; Shuo-Han Chen; Yong-Cheng Liaw; Cheng-Yueh Wu (ISOCC, 2023)

Reinforcement Learning-Based Read Performance Throttling to Enhance Lifetime of 3D NAND SSD. - Yong-Cheng Liaw; Shuo-Han Chen; Yu-Pei Liang (NVMSA, 2024)

MemAscend: System Memory Optimization for SSD-Offloaded LLM Fine-Tuning. - Yong-Cheng Liaw; Shuo-Han Chen (CoRR, 2025)

Analysis and Optimized CXL-Attached Memory Allocation for Long-Context LLM Fine-Tuning. - Yong-Cheng Liaw; Shuo-Han Chen (CoRR, 2025)