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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: SIGIR, WWW, SIGKDD, WSDM, TOIS, ACL +2 · junior 2+ first-author in 5y or senior 5+ papers in 5y · 7,017 experts meet it · 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›Deep learning architectures and training›feedforward neural network›higher-order neural network topic 5 papers · 12 experts · broader topic added to organise its sub-topics
Experts on higher-order neural network 12 · 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
Herman L. Ferrá
dblp:50/18
0.0 11991 12 · 0 since 2021 2014 none
Adam Kowalczyk
dblp:48/3093
0.0 11991 37 · 0 since 2021 2019 conflict
Ken Gardiner
dblp:40/2263
0.0 11991 1 · 0 since 2021 1991 none
Wolfgang Maass 0001
dblp:m/WolfgangMaass
0.0 11997 142 · 4 since 2021 2026 conflict
C. Lee Giles
dblp:g/CLeeGiles
0.0 11987 296 · 25 since 2021 2026 verified
Fernando J. Pineda
dblp:78/358
0.0 11987 11 · 0 since 2021 2003 corroborated
T. Maxwell
dblp:68/4242
0.0 11987 2 · 0 since 2021 1988 none
Léon Personnaz
dblp:59/4271
0.0 11987 21 · 0 since 2021 2007 none
R. D. Griffin
dblp:47/6121
0.0 11987 2 · 0 since 2021 1988 none
Jean-Pierre Nadal
dblp:33/5118
0.0 11987 23 · 3 since 2021 2026 reported
Isabelle Guyon
dblp:31/6176
0.0 11987 96 · 23 since 2021 2025 verified
Gérard Dreyfus
dblp:29/1342
0.0 11987 45 · 0 since 2021 2017 corroborated
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