Wei-Chen Wang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 19

Top Topics

Quantization Noise

Printed Circuit Boards

Neural Network Training

Top Venues

Publications

Ji Lin, Jiaming Tang, Haotian Tang, Shang Yang, Wei-Ming Chen, Wei-Chen Wang, Guangxuan Xiao, Xingyu Dang, Chuang Gan, Song Han
AWQ: Activation-aware Weight Quantization for On-Device LLM Compression and Acceleration. MLSys (2024)
Liang-Chi Chen, Shu-Qi Yu, Chien-Chung Ho, Wei-Chen Wang, Yung-Chun Li
Efficient Sanitization Design for LSM-based Key-Value Store over 3D MLC NAND Flash. SAC (2023)
Sung-Nien Yu, Shih-Chiang Huang, Wei-Chen Wang, Yu Ping Chang, Kuang-Hua Chen, Tse-Ching Chen
Prediction of Microsatellite Instability From Gastric Histological Images Based on Residual Attention Networks With Non-Local Modules. IEEE Access 11 (2023)
Ji Lin, Ligeng Zhu, Wei-Ming Chen, Wei-Chen Wang, Chuang Gan, Song Han
On-Device Training Under 256KB Memory. CoRR (2022)
Chien-Chung Ho, Wei-Chen Wang, Szu-Yu Chen, Yung-Chun Li, Kun-Chi Chiang
RAM: exploiting restrained and approximate management for enabling neural network training on NVM-based systems. SAC (2022)
Wei-Chen Wang, Jonas Mueller
Detecting Label Errors in Token Classification Data. CoRR (2022)
Liang-Chi Chen, Shu-Qi Yu, Chien-Chung Ho, Yuan-Hao Chang, Da-Wei Chang, Wei-Chen Wang, Yu-Ming Chang
RNA-seq Quantification on Processing in memory Architecture: Observation and Characterization. NVMSA (2022)
Yu-Ming Chang, Chien-Chung Ho, Che-Wei Tsao, Shu-Hsien Liao, Wei-Chen Wang, Tei-Wei Kuo, Yuan-Hao Chang
On enduring more data through enabling page rewrite capability on multi-level-cell flash memory. SAC (2022)
Han-Wen Hu, Wei-Chen Wang, Yuan-Hao Chang, Yung-Chun Lee, Bo-Rong Lin, Huai-Mu Wang, Yen-Po Lin, Yu-Ming Huang, Chong-Ying Lee, Tzu-Hsiang Su, Chih-Chang Hsieh, Chia-Ming Hu, Yi-Ting Lai, Chung Kuang Chen, Han-Sung Chen, Hsiang-Pang Li, Tei-Wei Kuo, Meng-Fan Chang, Keh-Chung Wang, Chun-Hsiung Hung, Chih-Yuan Lu
ICE: An Intelligent Cognition Engine with 3D NAND-based In-Memory Computing for Vector Similarity Search Acceleration. MICRO (2022)
Han-Wen Hu, Wei-Chen Wang, Chung Kuang Chen, Yung-Chun Lee, Bo-Rong Lin, Huai-Mu Wang, Yen-Po Lin, Yu-Chao Lin, Chih-Chang Hsieh, Chia-Ming Hu, Yi-Ting Lai, Han-Sung Chen, Yuan-Hao Chang, Hsiang-Pang Li, Tei-Wei Kuo, Keh-Chung Wang, Meng-Fan Chang, Chun-Hsiung Hung, Chih-Yuan Lu
A 512Gb In-Memory-Computing 3D-NAND Flash Supporting Similar-Vector-Matching Operations on Edge-AI Devices. ISSCC (2022)
Ji Lin, Ligeng Zhu, Wei-Ming Chen, Wei-Chen Wang, Chuang Gan, Song Han
On-Device Training Under 256KB Memory. NeurIPS (2022)
Ting-Shan Lo, Chun-Feng Wu, Yuan-Hao Chang, Tei-Wei Kuo, Wei-Chen Wang
Space-efficient Graph Data Placement to Save Energy of ReRAM Crossbar. ISLPED (2021)
Chien-Chung Ho, Wei-Chen Wang, Te-Hao Hsu, Zhi-Duan Jiang, Yung-Chun Li
Approximate Programming Design for Enhancing Energy, Endurance and Performance of Neural Network Training on NVM-based Systems. NVMSA (2021)
Wei-Chen Wang, Ping-Hsien Lin, Yung-Chun Li, Chien-Chung Ho, Yu-Ming Chang, Yuan-Hao Chang
Toward Instantaneous Sanitization through Disturbance-induced Errors and Recycling Programming over 3D Flash Memory. ICCAD (2019)
Wei-Chen Wang, Yuan-Hao Chang, Tei-Wei Kuo, Chien-Chung Ho, Yu-Ming Chang, Hung-Sheng Chang
Achieving Lossless Accuracy with Lossy Programming for Efficient Neural-Network Training on NVM-Based Systems. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Ping-Hsien Lin, Yu-Ming Chang, Yung-Chun Li, Wei-Chen Wang, Chien-Chung Ho, Yuan-Hao Chang
Achieving fast sanitization with zero live data copy for MLC flash memory. ICCAD (2018)
Wei-Chen Wang, Chien-Chung Ho, Yuan-Hao Chang, Tei-Wei Kuo, Ping-Hsien Lin
Scrubbing-Aware Secure Deletion for 3-D NAND Flash. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Chien-Chung Ho, Yung-Chun Li, Ping-Hsien Lin, Wei-Chen Wang, Yuan-Hao Chang
A Stride-Away Programming Scheme to Resolve Crash Recoverability and Data Readability Issues of Multi-Level-Cell Flash Memory. NVMSA (2018)
Wei-Chen Wang, Shang-Liang Chen, Liang-Bi Chen, Wan-Jung Chang
A Machine Vision Based Automatic Optical Inspection System for Measuring Drilling Quality of Printed Circuit Boards. IEEE Access 5 (2017)
Wei-Chen Wang, Ching-Hung Lee
Fuzzy neural network-based adaptive impedance force control design of robot manipulator under unknown environment. FUZZ-IEEE (2014)
Chao-Lin Wu, Wei-Chen Wang, Li-Chen Fu
Mobile agent based integrated control architecture for home automation system. IROS (2004)