Sotabase

Career

· Research Intern, NVIDIA, Applied Deep Learning Research (ADLR)2025–
· Research Intern, Microsoft Research, Research in Software Engineering (RiSE)2023–
· Research Intern, ML System, ByteDance, AI-Lab2020–
· Intern, Google, Ads Infra2019–
· Intern, Microsoft, Azure Compute Core2019–
· Intern, Zap Surgical Systems2017–

Publications (60)

Nexus: a GPU cluster engine for accelerating DNN-based video analysis
Symposium on Operating Systems Principles · 2019
309
cited
Single-cell analysis of developing and azoospermia human testicles reveals central role of Sertoli cells
Nature Communications · 2020
197
cited
Defect-reduced green GaInN/GaN light-emitting diode on nanopatterned sapphire
2011
196
cited
Dissecting human embryonic skeletal stem cell ontogeny by single-cell transcriptomic and functional analyses
Cell Research · 2021
83
cited
NanoFlow: Towards Optimal Large Language Model Serving Throughput
arXiv.org · 2024
76
cited
miR-202-3p Regulates Sertoli Cell Proliferation, Synthesis Function, and Apoptosis by Targeting LRP6 and Cyclin D1 of Wnt/β-Catenin Signaling
Molecular Therapy: Nucleic Acids · 2018
69
cited
Wavelength-stable cyan and green light emitting diodes on nonpolar m-plane GaN bulk substrates
2010
63
cited
Single-cell transcriptome atlas of the human corpus cavernosum
Nature Communications · 2022
54
cited
Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2023
46
cited
VEGFC/VEGFR3 Signaling Regulates Mouse Spermatogonial Cell Proliferation via the Activation of AKT/MAPK and Cyclin D1 Pathway and Mediates the Apoptosis by affecting Caspase 3/9 and Bcl-2
Cell Cycle · 2018
40
cited
MHA, an interactive website for scRNA-seq data of male genitourinary development and disease
bioRxiv · 2022
26
cited
AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly
International Conference on Learning Representations · 2021
24
cited
Bi-allelic SHOC1 loss-of-function mutations cause meiotic arrest and non-obstructive azoospermia
Journal of Medical Genetics · 2020
24
cited
Enhancement of a Flapping Wing Using Path and Dynamic Topology Optimization
2011
24
cited
Novel mutation in ODF2 causes multiple morphological abnormalities of the sperm flagella in an infertile male
Asian Journal of Andrology · 2022
24
cited
Novel bi-allelic MSH4 variants causes meiotic arrest and non-obstructive azoospermia
Reproductive Biology and Endocrinology · 2022
23
cited
RNA‐binding protein ELAVL2 plays post‐transcriptional roles in the regulation of spermatogonia proliferation and apoptosis
Cell Proliferation · 2021
21
cited
Targeting dysregulated phago-/auto-lysosomes in Sertoli cells to ameliorate late-onset hypogonadism
Nature Aging · 2024
21
cited
Boosting Green GaInN/GaN Light-Emitting Diode Performance by a GaInN Underlying Layer
IEEE Transactions on Electron Devices · 2010
19
cited
Novel Bi-Allelic Variants of FANCM Cause Sertoli Cell-Only Syndrome and Non-Obstructive Azoospermia
Frontiers in Genetics · 2021
17
cited
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Liangyu Zhao | Researcher Profile | Sotabase | Sotabase