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Geoffrey X. Yu
Observed name:
Yu, Geoffrey X.
Institutions:
MIT Computer Science and Artificial Intelligence Laboratory,
Massachusetts Institute of Technology
Observed institutions:
University of Toronto,
Vector Institute,
MIT Computer Science and Artificial Intelligence Laboratory,
Massachusetts Institute of Technology
ORCID:
0009-0005-3186-1465
Observed ORCID:
0009-0005-3186-1465
OpenAlex ID:
A5046724740
TreeLine
2022
·
Geoffrey X. Yu
, Markos Markakis
, et al.
·
Proceedings of the VLDB Endowment
·
46
Habitat: A Runtime-Based Computational Performance Predictor for Deep Neural Network Training.
2021
·
Geoffrey X. Yu
, Yubo Gao
, et al.
·
USENIX Annual Technical Conference
·
35
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD
2024
·
Geoffrey X. Yu
, Ziniu Wu
, et al.
·
Proceedings of the VLDB Endowment
·
17
PDF
Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes
2023
·
Tim Kraska
, Tianyu Li
, et al.
·
Proceedings of the VLDB Endowment
·
16
A Runtime-Based Computational Performance Predictor for Deep Neural Network Training
2021
·
Yu, Geoffrey X.
, Gao, Yubo
, et al.
·
arXiv (Cornell University)
·
10
PDF
Computational Performance Predictions for Deep Neural Network Training: A Runtime-Based Approach
2021
·
Geoffrey X. Yu
, Yubo Gao
, et al.
·
arXiv (Cornell University)
·
5
Tailwind: A Practical Framework for Query Accelerators
2026
·
Yu, Geoffrey X.
, Marcus, Ryan
, et al.
·
arXiv (Cornell University)
·
4
PDF
JetStream: Generating Verified Query Accelerators for Existing Database Systems
2026
·
Balasingam, Akhilesh
, Ngom, Amadou
, et al.
·
arXiv (Cornell University)
·
1
PDF
Correctness Firewalls for Synthesized Database Components
2026
·
Amiri, Mohammad Javad
, Binnig, Carsten
, et al.
·
arXiv (Cornell University)
PDF
ExperienceIndex: Artifact-Grounded Memory
2026
·
Chen, Peter Baile
, Yu, Geoffrey X.
, et al.
·
arXiv (Cornell University)
PDF
EXPLAIN Yourself! Finding Query Planner Stalls Across DBMSes
2026
·
Yu, Geoffrey X.
, Marcus, Ryan
, et al.
·
arXiv (Cornell University)
PDF
JetStream: Generating Query Accelerators for Existing Database Systems
2026
·
Balasingam, Akhilesh
, Ngom, Amadou
, et al.
·
arXiv (Cornell University)
PDF
Virtualizing Cloud Data Infrastructures with BRAD
2025
·
Geoffrey X. Yu
, Ziniu Wu
, et al.
·
ACM SIGMOD International Conference on Management of Data (SIGMOD)
Habitat Pre-Trained Models and Kernel Metadata
2021
·
Yu, Geoffrey X.
, Gao, Yubo
, et al.
·
Zenodo (CERN European Organization for Nuclear Research)
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Works count:
14
Citation count:
134
H-index:
5
I10-index:
5
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