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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›Representation and self-supervised learning›perceptual representation learning topic 4 papers · 8 experts · broader topic added to organise its sub-topics
Experts on perceptual representation learning 8 · 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
Frederick Hoffman
dblp:45/4995
0.7 12023 2 · 1 since 2021 2023 none
Samyakh Tukra
dblp:255/6018
0.7 12023 5 · 5 since 2021 2024 corroborated
Ken Chatfield
dblp:128/7918
0.7 12023 6 · 1 since 2021 2023 none
Juliette Millet
dblp:230/8048
0.2 12022 8 · 3 since 2021 2022 corroborated
Ewan Dunbar
dblp:128/6094
0.2 12022 24 · 10 since 2021 2025 corroborated
Michael W. Spratling
dblp:53/5090
0.1 12005 35 · 18 since 2021 2025 verified
John P. Kaufhold
dblp:70/4703
0.0 12004 10 · 0 since 2021 2012 none
Anthony Hoogs
dblp:15/5671
0.0 12004 62 · 17 since 2021 2026 none
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