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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›Probabilistic and Bayesian machine learning›probabilistic inference›marginalization topic 6 papers · 18 experts · broader topic added to organise its sub-topics
Experts on marginalization 18 · 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
Mehrzad Saremi
dblp:255/7127
1.0 12026 2 · 2 since 2021 2026 reported
Daniel Sheldon
dblp:58/766
0.8 12024 62 · 20 since 2021 2026 corroborated
Justin Domke
dblp:39/5186
0.8 12024 48 · 17 since 2021 2025 none
Jinlin Lai
dblp:241/9745
0.8 12024 6 · 5 since 2021 2025 corroborated
André F. T. Martins
dblp:m/AndreFTMartins
0.4 12020 104 · 55 since 2021 2026 conflict
Wilker Aziz
dblp:51/10489
0.4 12020 31 · 9 since 2021 2025 corroborated
Vlad Niculae
dblp:40/10489
0.4 12020 32 · 10 since 2021 2025 none
Gonçalo M. Correia
dblp:241/9580
0.4 12020 5 · 2 since 2021 2023 conflict
Robert Peharz
dblp:30/9232
0.1 12020 35 · 9 since 2021 2025 verified
Alvaro Henrique Chaim Correia
dblp:222/2873
0.1 12020 9 · 5 since 2021 2025 verified
Cassio P. de Campos
dblp:05/2010
0.1 12020 69 · 15 since 2021 2025 verified
Dimitris N. Metaxas
dblp:m/DNMetaxas
0.1 12007 457 · 107 since 2021 2026 conflict
Sharon X. Huang
dblp:293/8974
0.1 12007 96 · 31 since 2021 2025 conflict
Junzhou Huang
dblp:22/1170
0.1 12007 262 · 106 since 2021 2026 verified
Andrew Zisserman
dblp:z/AndrewZisserman
0.1 12006 518 · 116 since 2021 2026 verified
Lyndsey C. Pickup
dblp:71/3364
0.1 12006 5 · 0 since 2021 2014 none
Stephen J. Roberts
dblp:64/1485
0.1 12006 117 · 23 since 2021 2026 conflict
David P. Capel
dblp:13/4931
0.1 12006 6 · 0 since 2021 2009 none
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