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Reviewers in the wild

The CS expert database: 1,777,551 experts · 2,837,695 papers in CCF A–C and ICORE A*–C venues · 10 venue-derived domains · snapshot 2026-09-22.

Experts who meet the recruitment bar

The bar is a setting of the venue, one per role; it is edited on its own page.
Reviewer bar: SIGMOD, VLDB, ICDE, PODS, SIGKDD · junior 2+ first-author in 5y or senior 4+ papers in 5y · change the bar
List the experts who meet it

Experts by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021

Experts by expertise

The expertise taxonomy: 90,661 topics extracted from 634,694 papers of 537,692 experts, organised under the ten CCF categories and 168 areas. Pick a category, then narrow down to a topic; every level lists its experts by weight.
Artificial intelligence›Machine learning›Learning theory›computational learning theory›approximate learning topic 4 papers · 7 experts · broader topic added to organise its sub-topics
Experts on approximate learning 7 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years)
ExpertWeight Papers on topicLast on topic All papersLastORCID
Zoya Svitkina
dblp:s/ZoyaSvitkina
0.1 12008 25 · 4 since 2021 2025 verified
Thorsten Joachims
dblp:j/ThorstenJoachims
0.1 12008 140 · 31 since 2021 2026 verified
Thomas Finley
dblp:45/2369
0.1 12008 10 · 0 since 2021 2017 none
Lisa Fleischer
dblp:20/2997
0.1 12008 50 · 2 since 2021 2021 none
Daphne Koller
dblp:k/DaphneKoller
0.0 11998 175 · 0 since 2021 2019 corroborated
Xavier Boyen
dblp:53/4957
0.0 11998 62 · 15 since 2021 2026 corroborated
Kevin J. Lang
dblp:67/4988
0.0 11992 34 · 0 since 2021 2017 none
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