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Stephen Macke

Author ID: 1681
ORCID: -
Links: (found by gpt-5.2 on feb 8th, 2026)
Most Frequent Institution: University of Illinois Urbana-Champaign
Pagerank: 0.052538267
Overall Rank: 1,363 | 93.47%
Paper Count: 7

Affiliation Timeline

University of Illinois Urbana-Champaign Most frequent 2018 - 2021 | 5 papers
University of California Berkeley 2020 - 2021 | 3 papers
Independent 2022 | 1 papers

Incoming Non-self Citations Over Time

Total yearly non-self incoming citations across all papers by this author.

Publications by Paper Pagerank

Showing 7 of 7 publications.

Rank	Title	Year	Venue	Pagerank
1,427	Towards Scalable Dataframe Systems	2020	VLDB	0.00012033503
1,666	HELIX: Holistic Optimization for Accelerating Iterative Machine Learning	2019	VLDB	0.00010955907
3,027	Helix: Accelerating Human-in-the-loop Machine Learning	2018	VLDB	7.68624e-05
4,679	Adaptive Sampling for Rapidly Matching Histograms	2018	VLDB	5.9978792e-05
5,293	Bolt-on, Compact, and Rapid Program Slicing for Notebooks	2022	VLDB	5.5783254e-05
6,405	Fine-Grained Lineage for Safer Notebook Interactions	2021	VLDB	5.0707934e-05
13,243	Automating State Management in Computational Notebooks	2021	CIDR	-

Frequent Co-authors

Co-authored at least 5 papers.

Co-author	Shared Papers	Rank	Pagerank
Aditya Parameswaran	6	59	0.5076299