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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›Optimization for machine learning›hyperparameter optimization›gradient-based hyperparameter optimization topic 6 papers · 20 experts
Experts on gradient-based hyperparameter optimization 20 · 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
Paul Micaelli
dblp:241/7214
0.5 12021 4 · 3 since 2021 2023 none
Amos J. Storkey
dblp:13/4446
0.5 12021 70 · 18 since 2021 2025 verified
Peter Vrancx
dblp:85/562
0.4 12020 24 · 4 since 2021 2023 verified
Jongmin Lee 0004
dblp:68/222-4
0.4 12020 26 · 16 since 2021 2025 conflict
Kee-Eung Kim
dblp:35/6703
0.4 12020 88 · 32 since 2021 2026 none
Byung-Jun Lee 0001
dblp:130/1678-1
0.4 12020 27 · 20 since 2021 2026 verified
Paolo Frasconi
dblp:73/32
0.3 12017 80 · 1 since 2021 2021 verified
Massimiliano Pontil
dblp:67/557
0.3 12017 156 · 41 since 2021 2026 corroborated
Luca Franceschi 0001
dblp:203/4457
0.3 12017 12 · 6 since 2021 2024 verified
Michele Donini
dblp:149/0239
0.3 12017 37 · 10 since 2021 2024 verified
Klaus Greff
dblp:76/11430
0.2 12016 20 · 10 since 2021 2024 verified
Tapani Raiko
dblp:50/6787
0.2 12016 45 · 0 since 2021 2016 corroborated
Jelena Luketina
dblp:172/1124
0.2 12016 5 · 2 since 2021 2024 none
Mathias Berglund
dblp:136/9318
0.2 12016 8 · 0 since 2021 2019 none
David Duvenaud
dblp:86/9380
0.2 12015 52 · 13 since 2021 2024 none
Ryan P. Adams
dblp:32/909
0.2 12015 88 · 16 since 2021 2025 verified
Dougal Maclaurin
dblp:143/7512
0.2 12015 9 · 4 since 2021 2025 corroborated
S. Sathiya Keerthi
dblp:35/6732
0.1 12006 87 · 8 since 2021 2025 conflict
Vikas Sindhwani
dblp:26/4825
0.1 12006 68 · 16 since 2021 2025 none
Olivier Chapelle
dblp:05/6290
0.1 12006 54 · 0 since 2021 2015 none
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