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Wei-Chen Wang
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AWQ: Activation-aware Weight Quantization for On-Device LLM Compression and Acceleration
J Lin, J Tang, H Tang, S Yang, WM Chen, WC Wang, G Xiao, X Dang, ...
Proceedings of Machine Learning and Systems 6, 87-100, 2024
2602024
On-device training under 256kb memory
J Lin, L Zhu, WM Chen, WC Wang, C Gan, S Han
Advances in Neural Information Processing Systems 35, 22941-22954, 2022
1552022
Scrubbing-aware secure deletion for 3-d nand flash
WC Wang, CC Ho, YH Chang, TW Kuo, PH Lin
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
292018
Achieving fast sanitization with zero live data copy for MLC flash memory
PH Lin, YM Chang, YC Li, WC Wang, CC Ho, YH Chang
2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2018
212018
Tiny Machine Learning: Progress and Futures [Feature]
J Lin, L Zhu, WM Chen, WC Wang, S Han
IEEE Circuits and Systems Magazine 23 (3), 8-34, 2023
172023
Achieving lossless accuracy with lossy programming for efficient neural-network training on NVM-based systems
WC Wang, YH Chang, TW Kuo, CC Ho, YM Chang, HS Chang
ACM Transactions on Embedded Computing Systems (TECS) 18 (5s), 1-22, 2019
172019
A 512Gb In-Memory-Computing 3D-NAND Flash Supporting Similar-Vector-Matching Operations on Edge-AI Devices
HW Hu, WC Wang, CK Chen, YC Lee, BR Lin, HM Wang, YP Lin, YC Lin, ...
2022 IEEE International Solid-State Circuits Conference (ISSCC) 65, 138-140, 2022
122022
ICE: An Intelligent Cognition Engine with 3D NAND-based In-Memory Computing for Vector Similarity Search Acceleration
HW Hu, WC Wang, YH Chang, YC Lee, BR Lin, HM Wang, YP Lin, ...
2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 763-783, 2022
92022
Challenges and designs for secure deletion in storage systems
WC Wang, CC Ho, YM Chang, YH Chang
2020 Indo–Taiwan 2nd International Conference on Computing, Analytics and …, 2020
62020
PockEngine: Sparse and Efficient Fine-tuning in a Pocket
L Zhu, L Hu, J Lin, WM Chen, WC Wang, C Gan, S Han
Proceedings of the 56th Annual IEEE/ACM International Symposium on …, 2023
52023
Space-efficient graph data placement to save energy of ReRAM crossbar
TS Lo, CF Wu, YH Chang, TW Kuo, WC Wang
2021 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2021
42021
Toward instantaneous sanitization through disturbance-induced errors and recycling programming over 3D flash memory
WC Wang, PH Lin, YC Li, CC Ho, YM Chang, YH Chang
2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019
32019
A Stride-Away Programming Scheme to Resolve Crash Recoverability and Data Readability Issues of Multi-Level-Cell Flash Memory
CC Ho, YC Li, PH Lin, WC Wang, YH Chang
2018 IEEE 7th Non-Volatile Memory Systems and Applications Symposium (NVMSA …, 2018
32018
Ternary content addressable memory (tcam)-based training method for graph neural network and memory device using the same
WC Wang, W Yu-Pang, YH Chang, TW Kuo
US Patent App. 17/686,478, 2023
22023
RNA-seq Quantification on Processing in memory Architecture: Observation and Characterization
LC Chen, SQ Yu, CC Ho, YH Chang, DW Chang, WC Wang, YM Chang
2022 IEEE 11th Non-Volatile Memory Systems and Applications Symposium (NVMSA …, 2022
22022
Approximate Programming Design for Enhancing Energy, Endurance and Performance of Neural Network Training on NVM-based Systems
CC Ho, WC Wang, TH Hsu, ZD Jiang, YC Li
2021 IEEE 10th Non-Volatile Memory Systems and Applications Symposium (NVMSA …, 2021
22021
Memory device and operation method thereof
WC Wang, LO Ting-Hsuan, CF Wu, YH Chang, TW Kuo
US Patent 11,640,255, 2023
12023
RAM: exploiting restrained and approximate management for enabling neural network training on NVM-based systems
CC Ho, WC Wang, SY Chen, YC Li, KC Chiang
Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 116-123, 2022
12022
On enduring more data through enabling page rewrite capability on multi-level-cell flash memory
YM Chang, CC Ho, CW Tsao, SH Liao, WC Wang, TW Kuo, YH Chang
Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 107-115, 2022
12022
Memory device and operating method thereof
WC Wang, HW Hu, YC Li, W Huai-Mu, CC Ho, YH Chang, TW Kuo
US Patent 11,966,628, 2024
2024
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