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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.
Experts on counterfactual inference 25 · 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
Marian-Andrei Rizoiu
dblp:34/7832
1.0 12026 43 · 19 since 2021 2026 verified
Martin Hemberg
dblp:85/5521
0.9 12025 8 · 3 since 2021 2025 corroborated
Christopher Sullivan
dblp:410/3869
0.9 12025 1 · 1 since 2021 2025 reported
Harold D. Chiang
dblp:410/3520
0.9 12025 1 · 1 since 2021 2025 reported
Jack Collison
dblp:410/2553
0.9 12025 1 · 1 since 2021 2025 reported
Jiankang Xiong
dblp:404/5026
0.9 12025 3 · 3 since 2021 2026 corroborated
Lorenzo Magnolfi
dblp:324/3441
0.9 12025 3 · 3 since 2021 2025 corroborated
Shaokun An
dblp:246/1867
0.9 12025 2 · 1 since 2021 2025 corroborated
Jae-Won Cho
dblp:15/2423
0.9 12025 19 · 13 since 2021 2025 reported
Houssam Nassif
dblp:49/7789
0.8 12024 21 · 7 since 2021 2024 corroborated
Stefan Schrod
dblp:311/5454
0.8 12024 6 · 6 since 2021 2026 corroborated
Michael Altenbuchinger
dblp:197/8440
0.8 12024 13 · 9 since 2021 2026 verified
Helena U. Zacharias
dblp:197/8303
0.8 12024 7 · 6 since 2021 2025 verified
Tanner Fiez
dblp:195/5645
0.8 12024 15 · 10 since 2021 2024 corroborated
Lalit Jain
dblp:178/3228
0.8 12024 24 · 16 since 2021 2025 corroborated
Sergio Gamez
dblp:148/7309
0.8 12024 2 · 1 since 2021 2024 reported
Tim Beißbarth
dblp:13/1537
0.8 12024 30 · 8 since 2021 2025 corroborated
Anne-Christin Hauschild
dblp:128/0192
0.8 12024 12 · 12 since 2021 2026 verified
José M. Peña 0001
dblp:43/3828
0.6 12022 45 · 2 since 2021 2025 corroborated
Adel Daoud
dblp:251/4121
0.6 12022 7 · 7 since 2021 2026 corroborated
Sourabh Balgi
dblp:248/8103
0.6 12022 4 · 3 since 2021 2025 corroborated
Manuel Gomez-Rodriguez
dblp:73/8260
0.3 12018 71 · 17 since 2021 2024 corroborated
Tomasz Kusmierczyk
dblp:124/5843
0.3 12018 14 · 5 since 2021 2025 none
Caroline Uhler
dblp:66/10813
0.2 12022 42 · 23 since 2021 2026 verified
G. V. Shivashankar
dblp:171/8037
0.2 12022 2 · 1 since 2021 2022 corroborated
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