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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›equivariance›equivariant representation learning›learned equivariance topic 3 papers · 10 experts · broader topic added to organise its sub-topics
Experts on learned equivariance 10 · 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
Andrew Gordon Wilson
dblp:65/10453
0.7 12023 117 · 67 since 2021 2025 corroborated
Jianke Yang
dblp:50/2341
0.7 12023 7 · 7 since 2021 2026 reported
Robin Walters 0001
dblp:258/3416
0.7 12023 39 · 39 since 2021 2025 conflict
Micah Goldblum
dblp:241/7231
0.7 12023 73 · 68 since 2021 2025 verified
Nate Gruver
dblp:223/5568
0.7 12023 11 · 10 since 2021 2025 none
Marc Finzi
dblp:222/3062
0.7 12023 25 · 20 since 2021 2025 none
Nima Dehmamy
dblp:198/1338
0.7 12023 14 · 11 since 2021 2025 corroborated
Rose Yu
dblp:164/7314
0.7 12023 59 · 41 since 2021 2025 verified
T. Anderson Keller 0001
dblp:218/6539-1
0.5 12021 7 · 7 since 2021 2026 none
Max Welling
dblp:16/2286
0.5 12021 214 · 51 since 2021 2026 verified
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