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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.
Software engineering, system software, and programming languages›Software maintenance and evolution›software documentation›documentation analysis›code comment analysis topic 11 papers · 48 experts · broader topic added to organise its sub-topics
Experts on code comment analysis 48 · 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
Shiqing Ma
dblp:172/8745
0.4 12020 91 · 63 since 2021 2026 conflict
Juan Zhai
dblp:154/5678
0.4 12020 46 · 25 since 2021 2026 verified
Takashi Ishio
dblp:66/39
0.4 12019 56 · 28 since 2021 2024 corroborated
Raula Gaikovina Kula
dblp:64/7675
0.4 12019 90 · 56 since 2021 2026 verified
Hideaki Hata
dblp:57/4288
0.4 12019 59 · 23 since 2021 2026 verified
Christoph Treude
dblp:29/1074
0.4 12019 172 · 101 since 2021 2027 verified
Yuanyuan Zhou 0001
dblp:99/2747-1
0.1 12009 102 · 9 since 2021 2026 conflict
Yoann Padioleau
dblp:24/4849
0.1 12009 10 · 0 since 2021 2011 none
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