Wei-Chen Wang

Orcid: 0000-0002-9435-6598

Affiliations:
  • Massachusetts Institute of Technology (MIT), Department of Electrical Engineering and Computer Science, Cambridge, MA, USA
  • Macronix International Company Ltd., Hsinchu, Taiwan
  • National Taiwan University, Department of Computer Science and Information Engineering, Taipei, Taiwan (PhD 2021)


According to our database1, Wei-Chen Wang authored at least 21 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
TCAM-GNN: A TCAM-Based Data Processing Strategy for GNN Over Sparse Graphs.
IEEE Trans. Emerg. Top. Comput., 2024

Tiny Machine Learning: Progress and Futures.
CoRR, 2024

On Enhancing Data Integrity with Low-cost Retention-Refillable Programming Scheme.
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

AWQ: Activation-aware Weight Quantization for On-Device LLM Compression and Acceleration.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

2023
Reaping Both Latency and Reliability Benefits With Elaborate Sanitization Design for 3D TLC NAND Flash.
IEEE Trans. Computers, November, 2023

Efficient Sanitization Design for LSM-based Key-Value Store over 3D MLC NAND Flash.
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Retention Leveling: Leverage Retention Refreshing and Wear Leveling Techniques to Enhance Flash Reliability with the Awareness of Temperature.
Proceedings of the 12th Non-Volatile Memory Systems and Applications Symposium, 2023

PockEngine: Sparse and Efficient Fine-tuning in a Pocket.
Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

2022
RAM: exploiting restrained and approximate management for enabling neural network training on NVM-based systems.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

On enduring more data through enabling page rewrite capability on multi-level-cell flash memory.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

RNA-seq Quantification on Processing in memory Architecture: Observation and Characterization.
Proceedings of the 11th IEEE Non-Volatile Memory Systems and Applications Symposium, 2022

On-Device Training Under 256KB Memory.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ICE: An Intelligent Cognition Engine with 3D NAND-based In-Memory Computing for Vector Similarity Search Acceleration.
Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

A 512Gb In-Memory-Computing 3D-NAND Flash Supporting Similar-Vector-Matching Operations on Edge-AI Devices.
Proceedings of the IEEE International Solid-State Circuits Conference, 2022

2021
Approximate Programming Design for Enhancing Energy, Endurance and Performance of Neural Network Training on NVM-based Systems.
Proceedings of the 10th IEEE Non-Volatile Memory Systems and Applications Symposium, 2021

Space-efficient Graph Data Placement to Save Energy of ReRAM Crossbar.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

2019
Achieving Lossless Accuracy with Lossy Programming for Efficient Neural-Network Training on NVM-Based Systems.
ACM Trans. Embed. Comput. Syst., 2019

Toward Instantaneous Sanitization through Disturbance-induced Errors and Recycling Programming over 3D Flash Memory.
Proceedings of the International Conference on Computer-Aided Design, 2019

2018
Scrubbing-Aware Secure Deletion for 3-D NAND Flash.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

A Stride-Away Programming Scheme to Resolve Crash Recoverability and Data Readability Issues of Multi-Level-Cell Flash Memory.
Proceedings of the IEEE 7th Non-Volatile Memory Systems and Applications Symposium, 2018

Achieving fast sanitization with zero live data copy for MLC flash memory.
Proceedings of the International Conference on Computer-Aided Design, 2018


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