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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›Natural language and speech›Speech recognition and synthesis›uncertainty decoding topic 4 papers · 9 experts · placed by the area most of its papers name
Experts on uncertainty decoding 9 · 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
Iryna Gurevych
dblp:85/6201
0.9 12025 282 · 127 since 2021 2026 verified
Nico Daheim
dblp:285/5587
0.9 12025 11 · 11 since 2021 2025 none
Clara Meister
dblp:245/7485
0.9 12025 35 · 30 since 2021 2026 verified
Thomas Möllenhoff
dblp:133/2613
0.9 12025 23 · 12 since 2021 2025 verified
Jinhai Yao
dblp:415/0678
0.3 12026 1 · 1 since 2021 2026 none
Qi Chai
dblp:04/8968
0.3 12026 17 · 9 since 2021 2026 corroborated
Reinhold Häb-Umbach
dblp:88/6542
0.1 22009 160 · 27 since 2021 2025 verified
Valentin Ion
dblp:68/3790
0.1 12008 8 · 0 since 2021 2008 none
Stefan Windmann
dblp:74/7534
0.0 12009 21 · 5 since 2021 2025 corroborated
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