| 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 | 637 | 2024 |
| 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 | 230 | 2022 |
| 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 | 56 | 2023 |
| 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 | 30 | 2018 |
| 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 | 22 | 2018 |
| 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 | 17 | 2019 |
| 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 | 16 | 2023 |
| 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 | 15 | 2022 |
| 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 | 14 | 2022 |
| 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 | 6 | 2021 |
| 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 | 6 | 2020 |
| 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 | 4 | 2018 |
| 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 | 3 | 2022 |
| 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 | 3 | 2019 |
| 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 | 2 | 2023 |
| Reaping Both Latency and Reliability Benefits With Elaborate Sanitization Design for 3D TLC NAND Flash WC Wang, CC Ho, YC Li, LC Chen, YM Chang IEEE Transactions on Computers 72 (11), 3029-3041, 2023 | 2 | 2023 |
| 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 | 2 | 2022 |
| 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 | 2 | 2021 |
| Memory device and operation method thereof WC Wang, LO Ting-Hsuan, CF Wu, YH Chang, TW Kuo US Patent 11,640,255, 2023 | 1 | 2023 |
| Efficient Sanitization Design for LSM-based Key-Value Store over 3D MLC NAND Flash LC Chen, SQ Yu, CC Ho, WC Wang, YC Li Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 72-75, 2023 | 1 | 2023 |
Yuan-Hao ChangProfessor / Research Fellow, Institute of Information Science, Academia Sinica; IEEE FellowBestätigte E-Mail-Adresse bei iis.sinica.edu.tw