Wei-Chen Wang

22 papers A* 3A 3Misc 4Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2024 — conf
AWQ: Activation-aware Weight Quantization for On-Device LLM Compression and Acceleration.
MLSys
Ji Lin, Jiaming Tang, Haotian Tang, Shang Yang, Wei-Ming Chen, Wei-Chen Wang, Guangxuan Xiao, Xingyu Dang, Chuang Gan, Song Han
2024 Misc conf
On Enhancing Data Integrity with Low-cost Retention-Refillable Programming Scheme.
SAC
Kun-Chi Chiang, Yung-Chun Li, Wei-Chen Wang, Wei-Kuan Shih
2024 J jnl
Tiny Machine Learning: Progress and Futures.
CoRR
Ji Lin, Ligeng Zhu, Wei-Ming Chen, Wei-Chen Wang, Song Han
2023 Misc conf
Efficient Sanitization Design for LSM-based Key-Value Store over 3D MLC NAND Flash.
SAC
Liang-Chi Chen, Shu-Qi Yu, Chien-Chung Ho, Wei-Chen Wang, Yung-Chun Li
2023 A* conf
PockEngine: Sparse and Efficient Fine-tuning in a Pocket.
MICRO
Ligeng Zhu, Lanxiang Hu, Ji Lin, Wei-Ming Chen, Wei-Chen Wang, Chuang Gan, Song Han
2023 J jnl
PockEngine: Sparse and Efficient Fine-tuning in a Pocket.
CoRR
Ligeng Zhu, Lanxiang Hu, Ji Lin, Wei-Chen Wang, Wei-Ming Chen, Chuang Gan, Song Han
2023 J jnl
Reaping Both Latency and Reliability Benefits With Elaborate Sanitization Design for 3D TLC NAND Flash.
IEEE Trans. Computers
Wei-Chen Wang, Chien-Chung Ho, Yung-Chun Li, Liang-Chi Chen, Yu-Ming Chang
2023 — conf
Retention Leveling: Leverage Retention Refreshing and Wear Leveling Techniques to Enhance Flash Reliability with the Awareness of Temperature.
NVMSA
Wei-Chen Wang, Chien-Chung Ho, Yuan-Hao Chang, Tei-Wei Kuo
2022 — conf
A 512Gb In-Memory-Computing 3D-NAND Flash Supporting Similar-Vector-Matching Operations on Edge-AI Devices.
ISSCC
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
2022 A* conf
ICE: An Intelligent Cognition Engine with 3D NAND-based In-Memory Computing for Vector Similarity Search Acceleration.
MICRO
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
2022 Misc conf
On enduring more data through enabling page rewrite capability on multi-level-cell flash memory.
SAC
Yu-Ming Chang, Chien-Chung Ho, Che-Wei Tsao, Shu-Hsien Liao, Wei-Chen Wang, Tei-Wei Kuo, Yuan-Hao Chang
2022 A* conf
On-Device Training Under 256KB Memory.
NeurIPS
Ji Lin, Ligeng Zhu, Wei-Ming Chen, Wei-Chen Wang, Chuang Gan, Song Han
2022 J jnl
On-Device Training Under 256KB Memory.
CoRR
Ji Lin, Ligeng Zhu, Wei-Ming Chen, Wei-Chen Wang, Chuang Gan, Song Han
2022 Misc conf
RAM: exploiting restrained and approximate management for enabling neural network training on NVM-based systems.
SAC
Chien-Chung Ho, Wei-Chen Wang, Szu-Yu Chen, Yung-Chun Li, Kun-Chi Chiang
2022 — conf
RNA-seq Quantification on Processing in memory Architecture: Observation and Characterization.
NVMSA
Liang-Chi Chen, Shu-Qi Yu, Chien-Chung Ho, Yuan-Hao Chang, Da-Wei Chang, Wei-Chen Wang, Yu-Ming Chang
2021 — conf
Approximate Programming Design for Enhancing Energy, Endurance and Performance of Neural Network Training on NVM-based Systems.
NVMSA
Chien-Chung Ho, Wei-Chen Wang, Te-Hao Hsu, Zhi-Duan Jiang, Yung-Chun Li
2021 A conf
Space-efficient Graph Data Placement to Save Energy of ReRAM Crossbar.
ISLPED
Ting-Shan Lo, Chun-Feng Wu, Yuan-Hao Chang, Tei-Wei Kuo, Wei-Chen Wang
2019 J jnl
Achieving Lossless Accuracy with Lossy Programming for Efficient Neural-Network Training on NVM-Based Systems.
ACM Trans. Embed. Comput. Syst.
Wei-Chen Wang, Yuan-Hao Chang, Tei-Wei Kuo, Chien-Chung Ho, Yu-Ming Chang, Hung-Sheng Chang
2019 A conf
Toward Instantaneous Sanitization through Disturbance-induced Errors and Recycling Programming over 3D Flash Memory.
ICCAD
Wei-Chen Wang, Ping-Hsien Lin, Yung-Chun Li, Chien-Chung Ho, Yu-Ming Chang, Yuan-Hao Chang
2018 — conf
A Stride-Away Programming Scheme to Resolve Crash Recoverability and Data Readability Issues of Multi-Level-Cell Flash Memory.
NVMSA
Chien-Chung Ho, Yung-Chun Li, Ping-Hsien Lin, Wei-Chen Wang, Yuan-Hao Chang
2018 A conf
Achieving fast sanitization with zero live data copy for MLC flash memory.
ICCAD
Ping-Hsien Lin, Yu-Ming Chang, Yung-Chun Li, Wei-Chen Wang, Chien-Chung Ho, Yuan-Hao Chang
2018 J jnl
Scrubbing-Aware Secure Deletion for 3-D NAND Flash.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Wei-Chen Wang, Chien-Chung Ho, Yuan-Hao Chang, Tei-Wei Kuo, Ping-Hsien Lin