Demonstration venue · read-only. Every page can be browsed; the buttons that would change it are switched off. Create an account to run TaxoReview on your own data. A simulation from public publication records: the people listed were not invited and did not agree to review.
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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›Computer vision›3D vision›implicit neural representation›conditional neural field topic 3 papers · 14 experts · broader topic added to organise its sub-topics
Experts on conditional neural field 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
Mathias Niepert
dblp:n/MathiasNiepert
0.8 12024 76 · 40 since 2021 2025 verified
Erik J. Bekkers
dblp:43/5596
0.8 12024 30 · 19 since 2021 2025 verified
David R. Wessels
dblp:379/6900
0.8 12024 3 · 3 since 2021 2025 verified
Jan Hagnberger
dblp:379/6122
0.8 12024 2 · 2 since 2021 2025 none
Daniel Musekamp
dblp:379/6030
0.8 12024 3 · 3 since 2021 2025 none
Riccardo Valperga
dblp:320/6956
0.8 12024 4 · 4 since 2021 2025 none
David M. Knigge
dblp:304/8106
0.8 12024 5 · 5 since 2021 2025 none
Samuele Papa
dblp:296/3702
0.8 12024 8 · 8 since 2021 2025 corroborated
Marimuthu Kalimuthu
dblp:245/7576
0.8 12024 3 · 3 since 2021 2025 none
Jan-Jakob Sonke
dblp:20/4093
0.8 12024 21 · 17 since 2021 2025 verified
Efstratios Gavves
dblp:03/8693
0.8 12024 104 · 58 since 2021 2025 verified
William A. P. Smith
dblp:84/1121
0.6 12022 101 · 18 since 2021 2026 verified
Bernhard Egger 0001
dblp:40/2471-1
0.6 12022 38 · 27 since 2021 2026 conflict
James A. D. Gardner
dblp:322/0945
0.6 12022 4 · 4 since 2021 2026 verified
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