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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.
Sub-topics 2 · with their number of papers; shaded topics divide further
Experts on algorithmic decision-making 55 · 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
Sarah Dean
dblp:207/8292
0.1 12018 21 · 16 since 2021 2026 corroborated
Nina Grgic-Hlaca
dblp:202/9558
0.1 12018 11 · 7 since 2021 2025 verified
Max Simchowitz
dblp:176/5165
0.1 12018 52 · 31 since 2021 2025 verified
Esther Rolf
dblp:144/8551
0.1 12018 15 · 11 since 2021 2026 corroborated
Till Speicher
dblp:144/7849
0.1 12018 6 · 4 since 2021 2026 corroborated
Muhammad Bilal Zafar
dblp:136/7973
0.1 12018 30 · 12 since 2021 2026 conflict
Chris Russell 0001
dblp:57/9988-1
0.1 12017 62 · 25 since 2021 2025 verified
Ricardo Silva 0001
dblp:42/2642-1
0.1 12017 29 · 13 since 2021 2025 verified
Sharad Goel
dblp:37/6406
0.1 12017 32 · 9 since 2021 2026 corroborated
Joshua R. Loftus
dblp:198/0795
0.1 12017 8 · 5 since 2021 2024 verified
Aziz Huq
dblp:194/2619
0.1 12017 1 · 0 since 2021 2017 none
Avi Feller
dblp:194/2418
0.1 12017 11 · 9 since 2021 2025 corroborated
Emma Pierson
dblp:159/0572
0.1 12017 21 · 12 since 2021 2026 corroborated
Matt J. Kusner
dblp:120/7700
0.1 12017 42 · 17 since 2021 2025 none
Sam Corbett-Davies
dblp:120/5891
0.1 12017 9 · 5 since 2021 2025 reported
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