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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›model-based optimization›bayesian optimization›acquisition function learning topic 4 papers · 14 experts · broader topic added to organise its sub-topics
Experts on acquisition function learning 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
Frank Hutter
dblp:89/5383
0.7 12023 143 · 78 since 2021 2025 verified
Samuel Müller 0005
dblp:284/9655
0.7 12023 8 · 8 since 2021 2025 conflict
Matthias Feurer 0001
dblp:25/4629-1
0.7 12023 11 · 9 since 2021 2024 verified
Noah Hollmann
dblp:204/2755
0.7 12023 7 · 7 since 2021 2025 none
Xi Liu 0011
dblp:81/7010-11
0.5 12021 24 · 13 since 2021 2026 conflict
Bing-Jing Hsieh
dblp:294/7038
0.5 12021 1 · 1 since 2021 2021 none
Ping-Chun Hsieh
dblp:163/7352
0.5 12021 36 · 24 since 2021 2026 verified
Melih Kandemir
dblp:95/7056
0.4 12019 35 · 13 since 2021 2026 verified
Manuel Haußmann
dblp:198/2433
0.4 12019 13 · 8 since 2021 2025 corroborated
Fred A. Hamprecht
dblp:18/4529
0.4 12019 86 · 16 since 2021 2026 verified
Haitham Bou-Ammar
dblp:50/10495
0.2 12023 47 · 23 since 2021 2025 reported
Alexandre Maraval
dblp:283/5500
0.2 12023 2 · 2 since 2021 2023 none
Antoine Grosnit
dblp:281/6860
0.2 12023 7 · 7 since 2021 2023 corroborated
Matthieu Zimmer
dblp:216/6664
0.2 12023 11 · 7 since 2021 2025 corroborated
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