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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 testing›specification-based testing topic 63 papers · 148 experts
Sub-topics 8 · with their number of papers; shaded topics divide further
Experts on specification-based testing 148 · 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
Adam Molin
dblp:69/8134
0.2 12023 5 · 3 since 2021 2025 conflict
Dejan Nickovic
dblp:60/1425
0.2 12023 75 · 36 since 2021 2025 reported
Edgar A. Aguilar
dblp:304/2146
0.2 12023 3 · 3 since 2021 2023 corroborated
Alberto Bemporad
dblp:27/1407
0.2 12023 20 · 8 since 2021 2025 verified
Mengjia Zhu
dblp:210/9888
0.2 12023 8 · 6 since 2021 2024 conflict
Bertrand Meyer 0001
dblp:m/BertrandMeyer
0.2 12013 95 · 7 since 2021 2026 verified
Carlo A. Furia
dblp:78/6422
0.2 12013 80 · 28 since 2021 2026 corroborated
Yu Pei 0001
dblp:76/8304-1
0.2 12013 43 · 25 since 2021 2026 verified
Nadia Polikarpova
dblp:13/7489
0.2 12013 50 · 26 since 2021 2026 verified
Yi Wei 0001
dblp:04/470-1
0.2 12013 8 · 0 since 2021 2014 corroborated
Darko Marinov
dblp:48/3911
0.2 22011 125 · 17 since 2021 2025 corroborated
Debra J. Richardson
dblp:r/DJRichardson
0.1 62006 56 · 4 since 2021 2022 verified
Zhendong Su 0001
dblp:s/ZhendongSu
0.1 12012 200 · 76 since 2021 2026 conflict
Mark Gabel
dblp:64/6605
0.1 12012 9 · 0 since 2021 2012 none
T. H. Tse
dblp:t/THTse
0.1 12011 101 · 5 since 2021 2023 verified
David Lorge Parnas
dblp:p/DLParnas
0.1 12011 62 · 1 since 2021 2025 verified
Tony O'Callaghan
dblp:94/10296
0.1 12011 1 · 0 since 2021 2011 none
Shadi Abdul Khalek
dblp:91/1499
0.1 12011 7 · 0 since 2021 2014 none
Guowei Yang 0001
dblp:43/3366-1
0.1 12011 42 · 26 since 2021 2026 conflict
Lingming Zhang 0001
dblp:27/7057-1
0.1 12011 111 · 48 since 2021 2025 conflict
Lenore D. Zuck
dblp:z/LDZuck
0.1 12019 60 · 1 since 2021 2022 verified
Kenneth L. McMillan
dblp:m/KennethLMcMillan
0.1 12019 103 · 10 since 2021 2026 conflict
Keith Wansbrough
dblp:81/1207
0.1 22006 10 · 0 since 2021 2019 none
Peter Sewell
dblp:74/185
0.1 22006 86 · 19 since 2021 2026 verified
Michael Smith 0008
dblp:44/5521-8
0.1 22006 3 · 0 since 2021 2019 unresolved
Steve Bishop
dblp:27/496
0.1 22006 3 · 0 since 2021 2019 none
Matthew Fairbairn
dblp:25/3359
0.1 22006 3 · 0 since 2021 2019 none
Michael Norrish
dblp:10/3457
0.1 22006 56 · 15 since 2021 2025 verified
Jennifer Ren
dblp:r/JenniferRen
0.1 12007 13 · 0 since 2021 2013 none
Don S. Batory
dblp:b/DSBatory
0.1 12007 119 · 6 since 2021 2024 verified
Fangzhe Chang
dblp:82/6096
0.1 12007 11 · 0 since 2021 2013 none
Engin Uzuncaova
dblp:19/1751
0.1 12007 7 · 0 since 2021 2010 none
Lionel C. Briand
dblp:93/1501
0.1 12006 388 · 81 since 2021 2026 verified
Hadar Ziv
dblp:63/4261
0.1 12006 16 · 5 since 2021 2025 corroborated
Yvan Labiche
dblp:52/1881
0.1 12006 107 · 4 since 2021 2026 verified
Kristina Winbladh
dblp:40/3743
0.1 12006 6 · 0 since 2021 2013 none
Michal M. Sówka
dblp:32/815
0.1 12006 2 · 0 since 2021 2006 none
Thomas A. Alspaugh
dblp:17/34
0.1 12006 15 · 0 since 2021 2013 none
Kevin J. Sullivan
dblp:s/KevinJSullivan
0.1 12005 55 · 1 since 2021 2022 conflict
David Coppit
dblp:96/959
0.1 12005 14 · 0 since 2021 2007 none
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