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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›Knowledge, reasoning and agents›Planning, search and constraint satisfaction›constraint programming›constraint modeling topic 9 papers · 23 experts · broader topic added to organise its sub-topics
Sub-topics 1 · with their number of papers; shaded topics divide further
Experts on constraint modeling 23 · 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
Christopher Jefferson
dblp:03/5951
2.8 72026 52 · 12 since 2021 2026 verified
Özgür Akgün
dblp:35/9923
2.7 52026 36 · 14 since 2021 2026 verified
Ian P. Gent
dblp:30/3076
2.6 42026 76 · 9 since 2021 2026 verified
Ian Miguel
dblp:17/2612
1.8 62023 72 · 14 since 2021 2026 verified
Peter Nightingale
dblp:n/PeterNightingale
1.6 32023 54 · 16 since 2021 2026 verified
Alan M. Frisch
dblp:51/6077
1.5 52023 39 · 2 since 2021 2023 verified
Mun See Chang
dblp:300/4348
1.0 12026 3 · 3 since 2021 2026 corroborated
Feifei Ma
dblp:59/556
0.9 12025 42 · 21 since 2021 2026 corroborated
Weichun Shi
dblp:419/5572
0.9 12025 1 · 1 since 2021 2025 none
Langchen Shi
dblp:419/5410
0.9 12025 1 · 1 since 2021 2025 none
Fuqi Jia
dblp:305/0579
0.9 12025 13 · 13 since 2021 2026 corroborated
Wanting Zhang
dblp:149/1012
0.9 12025 14 · 14 since 2021 2026 conflict
Minghao Liu 0001
dblp:119/3234-1
0.9 12025 19 · 15 since 2021 2026 conflict
Jian Zhang 0001
dblp:07/314-1
0.9 12025 117 · 40 since 2021 2026 conflict
Alexandre Bonlarron
dblp:354/1032
0.8 12024 5 · 5 since 2021 2025 verified
Jean-Charles Régin
dblp:20/6918
0.8 12024 76 · 18 since 2021 2026 verified
András Z. Salamon
dblp:55/1790
0.3 12018 16 · 5 since 2021 2025 corroborated
Saad Attieh
dblp:222/7924
0.3 12018 3 · 1 since 2021 2025 none
James Wetter
dblp:166/7454
0.3 12018 3 · 0 since 2021 2018 none
Patrick Spracklen
dblp:166/7452
0.3 12018 7 · 1 since 2021 2023 none
Bernadette Martínez Hernández
dblp:61/1715
0.1 22007 3 · 0 since 2021 2007 none
Brahim Hnich
dblp:66/5390
0.1 12011 61 · 18 since 2021 2026 corroborated
Matthew Grum
dblp:02/5914
0.1 12007 7 · 0 since 2021 2014 none
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