Back to authors

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: 0.052560522
Overall Rank: 1,334 | 93.72%
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	0.0001204248
1,666	HELIX: Holistic Optimization for Accelerating Iterative Machine Learning	2019	VLDB	0.0001096361
3,023	Helix: Accelerating Human-in-the-loop Machine Learning	2018	VLDB	7.6929986e-05
4,681	Adaptive Sampling for Rapidly Matching Histograms	2018	VLDB	6.0034918e-05
5,288	Bolt-on, Compact, and Rapid Program Slicing for Notebooks	2022	VLDB	5.5836876e-05
6,409	Fine-Grained Lineage for Safer Notebook Interactions	2021	VLDB	5.0756653e-05
13,230	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	58	0.50744418