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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.
Theoretical computer science›Algorithmic game theory and mechanism design›rating systems topic 4 papers · 12 experts
Experts on rating systems 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
Nicolas Heess
dblp:76/9181
0.9 12025 88 · 35 since 2021 2025 verified
Ian Gemp
dblp:66/10996
0.9 12025 25 · 18 since 2021 2025 verified
Marc Lanctot
dblp:64/10094
0.9 12025 44 · 17 since 2021 2025 none
Georgios Piliouras
dblp:62/1236
0.9 12025 92 · 52 since 2021 2025 verified
Siqi Liu 0002
dblp:60/9360-2
0.9 12025 11 · 6 since 2021 2025 conflict
Luke Marris
dblp:223/4422
0.9 12025 12 · 10 since 2021 2025 none
Paul Liu 0001
dblp:75/8054-1
0.5 12021 14 · 8 since 2021 2024 verified
Aram Ebtekar
dblp:283/4782
0.5 12021 2 · 2 since 2021 2025 reported
Christoph Wolf
dblp:36/7787
0.4 12020 5 · 0 since 2021 2020 corroborated
André Stenzel
dblp:269/5043
0.4 12020 1 · 0 since 2021 2020 reported
Paolo Turrini
dblp:88/2484
0.2 12016 31 · 12 since 2021 2026 corroborated
Umberto Grandi
dblp:36/7407
0.2 12016 38 · 16 since 2021 2026 corroborated
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