Bingzhe Li

Assistant Professor - Computer Science

Research Interests: Memory and storage systems, DNA storage, systems for machine learning, and low-cost computing architecture.

+1 (972) 883-4214
ECSS 3.203
Personal Lab Website

Professional Preparation

Ph.D. - Electrical and Computer Engineering
University of Minnesota-Twin Cities - 2018

M.S. - Electrical and Computer Engineering
University of Minnesota-Twin Cities - 2013

B.S. - Electrical Engineering
East China Jiaotong University - 2010

Research Areas

Lab for Intelligent Storage and Computing

Computer and Storage Systems including:

Intelligent and Emerging Storage Systems (e.g., DNA storage, ML for systems, etc.)
Systems for Big Data Applications (e.g., Blockchain, Machine Learning, etc.)
Energy-efficient and Low-power Computing Architecture

Publications

Shen, Z., Tang, Q., Zhou, T., Zhang, Y., Jia, Z., Yu, D., Zhang, Z. and Li, B. ASHL: An Adaptive Multi-stage Distributed Deep Learning Training Scheme for Heterogeneous Environments. IEEE. 2023 - Journal Article

Edwin, Y., Sha, H., Zhuge, Q., Xua, R., Xu, X., Li, B.and Yang, L. Hardware-aware neural architecture search for stochastic computing-based neural networks on tiny devices. Elsevier North-Holland, Inc. 2023 - Journal Article

Prince, B., Najafi, H. M., and Li, B. Scalable Low-Cost Sorting Network with Weighted Bit-Streams. IEEE. 2023 - Conference Paper

Wei, Q., Li, Y., Jia, Z., Zhao, M., Shen, Z. and Li, B. Reinforcement Learning-Assisted Management for Convertible SSDs. IEEE. 2023 - Conference Paper

Wen, H., Cao, Z., Li, B., Du, D., Abouelwafa, A., Voigt, D., Liu, S., Diehl, J. and Wu, F. K8sES: Optimizing Kubernetes with Enhanced Storage Service-Level Objectives. IEEE. 2023 - Conference Paper

Shen, Z., Yang, Y., Pan, Y., Zhang, Y., Jia, Z., Cai, X., Li, B., Shao, Z.A Multi-Agent Reinforcement Learning-Assisted Cache Cleaning Scheme for DM-SMR. IEEE. 2022 - Journal Article

Wei, Y., Li, B., Du, D. H. C. DNA Storage: A Promising Large Scale Archival Storage? 2022 - Other

Li, Y., Du, D., Ou, L. and Li, B. HL-DNA: A Hybrid Lossy/Lossless Encoding Scheme to Enhance DNA Storage Density and Robustness for Images. IEEE. 2022 - Conference Paper

Appointments

Assistant Professor
University of Texas at Dallas [2023–Present]

Assistant Professor
Oklahoma State University [2020–2023]