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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›Trustworthy machine learning›fairness›fairness guarantees topic 3 papers · 14 experts · broader topic added to organise its sub-topics
Experts on fairness guarantees 14 · 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
Yi Fang 0006
dblp:96/361-6
1.0 12026 109 · 56 since 2021 2026 conflict
Yan Luo 0002
dblp:25/2208-2
1.0 12026 18 · 14 since 2021 2026 conflict
Congcong Wen
dblp:218/4638
1.0 12026 34 · 33 since 2021 2026 conflict
Mengyu Wang 0001
dblp:179/8319-1
1.0 12026 15 · 12 since 2021 2026 conflict
Hao Huang 0003
dblp:04/5616-3
1.0 12026 32 · 30 since 2021 2026 conflict
Min Shi 0001
dblp:03/1086-1
1.0 12026 50 · 34 since 2021 2026 conflict
Yuriy Brun
dblp:51/1518
0.4 12019 80 · 17 since 2021 2026 verified
Philip S. Thomas
dblp:46/11107
0.4 12019 55 · 21 since 2021 2025 corroborated
Emma Brunskill
dblp:27/1277
0.4 12019 134 · 41 since 2021 2026 verified
Sarah Brockman
dblp:255/7003
0.4 12019 2 · 1 since 2021 2023 none
Blossom Metevier
dblp:234/4694
0.4 12019 5 · 3 since 2021 2025 verified
Ari Kobren
dblp:162/8983
0.4 12019 13 · 4 since 2021 2024 none
Stephen Giguere 0001
dblp:14/8174
0.4 12019 6 · 2 since 2021 2022 corroborated
Michael Kearns
dblp:78/6858
0.1 12017 148 · 15 since 2021 2026 verified
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