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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›Efficient and distributed learning›active learning›cost-sensitive active learning›multi-fidelity active learning topic 3 papers · 12 experts · broader topic added to organise its sub-topics
Experts on multi-fidelity active learning 12 · 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
Dongxia Wu
dblp:285/4829
1.5 22025 8 · 8 since 2021 2025 corroborated
Rose Yu
dblp:164/7314
1.5 22025 59 · 41 since 2021 2025 verified
Germano Heinzelmann
dblp:371/3016
0.9 12025 1 · 1 since 2021 2025 none
Peter Eckmann
dblp:322/8781
0.9 12025 2 · 2 since 2021 2025 none
Michael K. Gilson
dblp:07/4530
0.9 12025 3 · 2 since 2021 2025 unresolved
Matteo Chinazzi
dblp:55/11010
0.7 12023 9 · 8 since 2021 2025 corroborated
Ruijia Niu
dblp:346/7681
0.7 12023 3 · 3 since 2021 2024 reported
Yi-An Ma
dblp:178/3243
0.7 12023 42 · 35 since 2021 2026 verified
Robert M. Kirby
dblp:k/RobertMKirby
0.6 12022 90 · 28 since 2021 2024 conflict
Xin Yu 0003
dblp:54/1184-3
0.6 12022 13 · 9 since 2021 2024 corroborated
Shandian Zhe
dblp:34/8938
0.6 12022 69 · 36 since 2021 2026 corroborated
Jeff M. Phillips
dblp:17/3933
0.6 12022 102 · 35 since 2021 2026 verified
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