著作
期刊論文
- Hong-Yi Chen, Jin-Wei Chang, Hong-Ruei Lin, and Li-Pin Chang, Graceful CNN Model Degradation in Uncorrected Flash Storage for Embedded Edge Devices, ACM Transactions on Storage (TOS), 22, 1, Article 4 (February 2026), 25 pages., DOI: 10.1145/3747298
- Jin-Wei Chang and Tseng-Yi Chen, When B+-tree Meets Skyrmion Memory: How Skyrmion Memory Affects an Indexing Scheme, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 41, no. 11, pp. 3814-3825, DOI: 10.1109/TCAD.2022.3197519
(Integrated with ACM/IEEE CODES+ISSS 2022)
會議論文
- Jin-Wei Chang and Tseng-Yi Chen, When B+-tree Meets Skyrmion Memory: How Skyrmion Memory Affects an Indexing Scheme, ACM/IEEE CODES+ISSS 2022
(Integrated with Computer-Aided Design of Integrated Circuits and Systems (TCAD))
程式專案
Skyrmion Racetrace Memory on B+ Tree Simulator
https://github.com/jinwei-chang/Skyrmion-on-B-plus-tree-Simulator C++B+ TreeSimulator
模擬Skyrmion在B+ Tree上的行為，並記錄其操作次數以計算延遲與耗能。
Verilog Simulation Optimization via Instruction Reduction
https://github.com/jinwei-chang/Verilog-Simulation-Optimization-via-Instruction-Reduction C++EDAVerilogCompiler
分析Verilog檔案並化簡邏輯，以降低EDA工具模擬時間。
Dynamic Neural Networks on Energy Harvesting Devices
CC++PythonKerasTI MSP430FR5994Arduino
訓練採用動態推論之模型，經過量化縮減並部屬於嵌入式開發板。
Grand-Challenge AI4Life Calcium Imaging Denoising Challenge 2025
https://github.com/jinwei-chang/grand-challenge-ai4life-cidc-2025 PythonPytorch
將帶有不同程度噪音的鈣離子影像進行去噪。
基於RAG之法律條文諮詢助手
https://github.com/jinwei-chang/rag-law-assistant DockerDocker ComposeN8NPostgresLine BotTelegram Bot
可在本地架設N8N與pgvector，並串接Line Bot與Telegram Bot等使用者介面。
EasyTools
🌐https://easytools.bgflow.netHTML5TailwindCSSJavaScriptAstroPWAGoogle AnalyticsGoogle Adsense
提供線上小工具給使用者，解決生活上的瑣事問題。