Guangyu Meng
Research Scholar at University of Notre Dame
Granger, Indiana, United States
Summary
👤
Senior🎓
Top SchoolGuangyu Meng is a research scholar and PhD candidate specializing in content addressable memories, computing-in-memory, and neuromorphic systems, with eight years of experience bridging industry and academia. He develops hardware-aware methods to accelerate machine learning—demonstrated across image classification, NLP, anomaly detection, and large-scale nearest neighbor search—with publications in IEEE TMM and submissions to SODA and TC. Prior roles in ASIC design and system verification at Spreadtrum and Mentor Graphics helped him deliver runtime and utilization improvements for clients like Intel, Qualcomm, and Huawei, often by turning sequential workflows into highly parallel solutions. Based in Granger, Indiana, he combines deep hardware-software fluency (Python, algorithms, hardware design) with hands-on experience in emulation and prototyping platforms, and his PhD work under Prof. Sharon X. Hu targets practical energy and latency reductions for ML workloads. Notably, his background spans microelectronic system design to modern ML systems, giving him a rare perspective on end-to-end acceleration from process and packaging to algorithmic frameworks.
8 years of coding experience
7 years of employment as a software developer
Bachelor's degree, Electrical and Electronics Engineering, Bachelor's degree, Electrical and Electronics Engineering at Huazhong University of Science and TechnologyPhD, Computer Science, 3.92, PhD, Computer Science, 3.92 at University of Notre DameMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at Washington University McKelvey School of EngineeringMaster's degree, Microelectronic System Design, Master's degree, Microelectronic System Design at University of SouthamptonBachelor's degree, Electronic Engineer, Bachelor's degree, Electronic Engineer at University of Birmingham
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (46)
cpp9
cuda9
opencl8
python8
pandas8
dask8
gpu8
rapids8
model-compression8
dataframe8
pydata8
data-science7
feature-engineering7
dataframes7
cudf7
Programming languages (3)
Github contributions (5)
gm3g11/AE-VAE-GAN
Apr 2020 - Apr 2020
Contributions:22 commits, 21 pushes, 1 branch in 1 day
gm3g11/image_retrival_embedding_emd_lsh
Dec 2021 - Jun 2022
Contributions:7 commits, 5 pushes, 1 branch in 6 months
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