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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: SIGIR, WWW, SIGKDD, WSDM, TOIS, ACL +2 · junior 2+ first-author in 5y or senior 5+ papers in 5y · 7,017 experts meet it · 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›Graph learning›graph clustering›graph partitioning›correlation clustering topic 4 papers · 8 experts · broader topic added to organise its sub-topics
Experts on correlation clustering 8 · 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
Rishi Sonthalia
dblp:223/5758
0.6 12022 11 · 10 since 2021 2025 corroborated
Anna Gilbert 0001
dblp:01/5657
0.6 12022 59 · 5 since 2021 2026 corroborated
Pushmeet Kohli
dblp:94/248
0.3 22014 187 · 7 since 2021 2025 verified
Sungwoong Kim
dblp:74/8063
0.3 22014 31 · 14 since 2021 2026 corroborated
Chang Dong Yoo
dblp:31/7819
0.3 22014 157 · 65 since 2021 2026 corroborated
Sebastian Nowozin
dblp:15/2312
0.3 22014 74 · 8 since 2021 2025 corroborated
Thorsten Joachims
dblp:j/ThorstenJoachims
0.1 12005 140 · 31 since 2021 2026 verified
John E. Hopcroft
dblp:h/JohnEHopcroft
0.1 12005 113 · 12 since 2021 2026 verified
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