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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›Probabilistic and Bayesian machine learning›bayesian regularization topic 6 papers · 14 experts · broader topic added to organise its sub-topics
Experts on bayesian regularization 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
Michael O'Connor
dblp:28/4347
0.7 12023 5 · 3 since 2021 2023 none
Shiwei Lan
dblp:144/4462
0.7 12023 10 · 5 since 2021 2025 corroborated
Huiyan Sang
dblp:96/8018
0.5 12021 10 · 9 since 2021 2026 corroborated
Changwoo J. Lee
dblp:312/6691
0.5 12021 3 · 3 since 2021 2022 reported
Zhao Tang Luo
dblp:287/1523
0.5 12021 5 · 5 since 2021 2022 none
Ralf Herbrich
dblp:h/RalfHerbrich
0.2 12013 49 · 4 since 2021 2026 corroborated
Deepayan Chakrabarti
dblp:c/DeepayanChakrabarti
0.2 12013 49 · 6 since 2021 2025 verified
Gavin C. Cawley
dblp:57/2483
0.1 12007 68 · 1 since 2021 2021 verified
Nicola L. C. Talbot
dblp:04/2055
0.1 12007 26 · 0 since 2021 2014 none
Tommi S. Jaakkola
dblp:j/TommiJaakkola
0.0 12002 198 · 66 since 2021 2026 none
Harald Steck
dblp:63/3157
0.0 12002 34 · 6 since 2021 2025 corroborated
Arnaud Doucet
dblp:68/1628
0.0 11999 138 · 52 since 2021 2025 corroborated
João F. G. de Freitas
dblp:45/735
0.0 11999 9 · 0 since 2021 2002 none
Christophe Andrieu
dblp:44/6667
0.0 11999 34 · 0 since 2021 2014 corroborated
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