Sotabase

Career

· Researcher, Berkeley AI Research Lab (BAIR)2024–
· PhD Student, UC Berkeley

Publications (77)

Representing Long-Range Context for Graph Neural Networks with Global Attention
Neural Information Processing Systems · 2022
380
cited
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization
Conference on Machine Learning and Systems · 2019
232
cited
A recombinant Mycobacterium smegmatis induces potent bactericidal immunity against Mycobacterium tuberculosis
Nature Network Boston · 2011
201
cited
Contrastive Code Representation Learning
Conference on Empirical Methods in Natural Language Processing · 2020
171
cited
Enhanced respiration prevents drug tolerance and drug resistance in Mycobacterium tuberculosis
Proceedings of the National Academy of Sciences of the United States of America · 2017
166
cited
Specialized Transduction Designed for Precise High-Throughput Unmarked Deletions in Mycobacterium tuberculosis
mBio · 2014
149
cited
Molecular Epidemiology of Clinical Cryptococcus neoformans Strains from India
Journal of Clinical Microbiology · 2005
100
cited
Mycobacterium tuberculosis Dihydrofolate Reductase Is Not a Target Relevant to the Antitubercular Activity of Isoniazid
Antimicrobial Agents and Chemotherapy · 2010
79
cited
Cluster K Mycobacteriophages: Insights into the Evolutionary Origins of Mycobacteriophage TM4
PLoS ONE · 2011
78
cited
Dynamic Space-Time Scheduling for GPU Inference
arXiv.org · 2018
72
cited
ϕ2GFP10, a High-Intensity Fluorophage, Enables Detection and Rapid Drug Susceptibility Testing of Mycobacterium tuberculosis Directly from Sputum Samples
Journal of Clinical Microbiology · 2012
71
cited
Dual-Reporter Mycobacteriophages (Φ2DRMs) Reveal Preexisting Mycobacterium tuberculosis Persistent Cells in Human Sputum
mBio · 2016
66
cited
Pili contribute to biofilm formation in vitro in Mycobacterium tuberculosis
Antonie van Leeuwenhoek · 2013
62
cited
Targeting Mycobacterium tuberculosis Tumor Necrosis Factor Alpha-Downregulating Genes for the Development of Antituberculous Vaccines
mBio · 2016
60
cited
INAUGURAL ARTICLE by a Recently Elected Academy Member:Noncanonical SMC protein in Mycobacterium smegmatis restricts maintenance of Mycobacterium fortuitum plasmids
2014
58
cited
Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays
Symposium on Networked Systems Design and Implementation · 2022
55
cited
Accelerating Quadratic Optimization with Reinforcement Learning
Neural Information Processing Systems · 2021
51
cited
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging
International Conference on Machine Learning · 2022
46
cited
Pharmacological Profiles of Ethno-Medicinal Plant: Plumbago zeylanica l.- A Review
2014
43
cited
Effect of bio-degradation and non degradable substances in environment
2017
39
cited
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