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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 paradigms›semi-supervised learning›transduction topic 3 papers · 10 experts · broader topic added to organise its sub-topics
Experts on transduction 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
Vladimir Vovk
dblp:v/VolodyaVovk
0.0 11999 99 · 9 since 2021 2026 verified
Klaus Obermayer
dblp:o/KlausObermayer
0.0 11999 121 · 3 since 2021 2026 conflict
Ralf Herbrich
dblp:h/RalfHerbrich
0.0 11999 49 · 4 since 2021 2026 corroborated
Thore Graepel
dblp:g/ThoreGraepel
0.0 11999 79 · 8 since 2021 2025 verified
Alex Gammerman
dblp:g/AlexanderGammerman
0.0 11999 47 · 2 since 2021 2025 verified
Craig Saunders
dblp:66/4053
0.0 11999 21 · 0 since 2021 2013 none
Jaz S. Kandola
dblp:73/4351
0.0 12001 11 · 0 since 2021 2005 none
John Shawe-Taylor
dblp:59/41
0.0 12001 186 · 15 since 2021 2026 verified
André Elisseeff
dblp:17/5414
0.0 12001 24 · 0 since 2021 2008 none
Nello Cristianini
dblp:11/4380
0.0 12001 75 · 3 since 2021 2023 conflict
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