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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.
Network and information security›Cryptographic primitives and cryptanalysis›watermarking cryptographic functionalities topic 3 papers · 4 experts
Experts on watermarking cryptographic functionalities 4 · 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
Ryo Nishimaki
dblp:85/2415
0.9 22024 53 · 31 since 2021 2026 corroborated
Fuyuki Kitagawa
dblp:160/2120
0.8 12024 41 · 28 since 2021 2026 corroborated
David J. Wu 0001
dblp:32/10400-1
0.5 12021 73 · 47 since 2021 2026 verified
Sam Kim
dblp:29/2294
0.5 12021 17 · 2 since 2021 2021 none
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