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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›Requirements engineering and software design›requirements engineering›requirements verification and validation topic 4 papers · 16 experts · broader topic added to organise its sub-topics
Experts on requirements verification and validation 16 · 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
Weikai Miao
dblp:94/4256
0.8 22020 31 · 13 since 2021 2026 conflict
Geguang Pu
dblp:33/1678
0.8 22020 114 · 42 since 2021 2026 verified
Hanyue Zheng
dblp:255/5632
0.8 22020 8 · 5 since 2021 2026 conflict
Jincao Feng
dblp:255/5597
0.8 22020 7 · 4 since 2021 2026 reported
Yihao Huang 0001
dblp:255/5085
0.8 22020 44 · 37 since 2021 2026 verified
Zheng Wang 0005
dblp:w/ZhengWang5
0.4 12020 15 · 0 since 2021 2020 conflict
Jifeng He 0001
dblp:66/3868
0.4 12020 124 · 6 since 2021 2025 verified
Ting Su 0001
dblp:42/6896-1
0.4 12020 53 · 31 since 2021 2026 conflict
Bin Gu 0006
dblp:29/1758-6
0.4 12020 20 · 13 since 2021 2026 conflict
Mengfei Yang
dblp:11/3418
0.4 12020 29 · 18 since 2021 2026 corroborated
Siyuan Jiang
dblp:84/9918
0.4 12019 21 · 5 since 2021 2025 conflict
Jiayi Zhu 0002
dblp:53/1649-2
0.4 12019 3 · 2 since 2021 2024 verified
Steve M. Easterbrook
dblp:e/SMEasterbrook
0.0 11999 69 · 4 since 2021 2025 verified
Constance L. Heitmeyer
dblp:h/ConstanceLHeitmeyer
0.0 11997 44 · 0 since 2021 2019 verified
Bruce G. Labaw
dblp:62/6452
0.0 11997 6 · 0 since 2021 1998 none
James Kirby
dblp:33/5006
0.0 11997 7 · 1 since 2021 2022 corroborated
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