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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›Program verification›deductive verification›intermediate verification language topic 8 papers · 32 experts · broader topic added to organise its sub-topics
Experts on intermediate verification language 32 · 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
Peter Müller 0001
dblp:m/PMuller1
3.3 42025 102 · 36 since 2021 2026 verified
Alexander J. Summers
dblp:76/5160
2.5 32025 37 · 11 since 2021 2025 conflict
Thibault Dardinier
dblp:222/3614
2.4 32025 12 · 11 since 2021 2026 verified
Gaurav Parthasarathy
dblp:255/7215
1.6 22025 6 · 5 since 2021 2025 reported
Malte Schwerhoff
dblp:55/10807
0.9 12025 9 · 5 since 2021 2025 corroborated
Michael Sammler
dblp:248/1613
0.9 12025 18 · 16 since 2021 2026 verified
Marco Eilers
dblp:217/4745
0.9 12025 13 · 8 since 2021 2026 verified
Benjamin Bonneau
dblp:362/5826
0.8 12024 2 · 2 since 2021 2024 corroborated
Joshua M. Cohen
dblp:326/0470
0.8 12024 5 · 5 since 2021 2025 verified
Philip Johnson-Freyd
dblp:167/5917
0.8 12024 5 · 2 since 2021 2024 corroborated
Shaz Qadeer
dblp:q/ShazQadeer
0.4 12020 106 · 6 since 2021 2026 none
Wolfgang Grieskamp
dblp:g/WolfgangGrieskamp
0.4 12020 19 · 2 since 2021 2023 none
David L. Dill
dblp:d/DavidLDill
0.4 12020 123 · 4 since 2021 2026 verified
Clark W. Barrett
dblp:b/ClarkWBarrett
0.4 12020 173 · 95 since 2021 2026 verified
Sam Blackshear
dblp:86/8008
0.4 12020 9 · 2 since 2021 2024 corroborated
Jingyi Emma Zhong
dblp:269/9589
0.4 12020 2 · 1 since 2021 2022 none
Kevin Cheang
dblp:239/0135
0.4 12020 5 · 3 since 2021 2024 corroborated
Yoni Zohar
dblp:147/6088
0.4 12020 34 · 23 since 2021 2026 corroborated
Junkil Park
dblp:02/8785
0.4 12020 9 · 2 since 2021 2023 corroborated
Matthew B. Dwyer
dblp:d/MatthewBDwyer
0.2 12015 129 · 29 since 2021 2025 verified
Manchun Zheng
dblp:92/10310
0.2 12015 9 · 0 since 2021 2016 none
Timothy K. Zirkel
dblp:72/9117
0.2 12015 4 · 0 since 2021 2015 none
Stephen F. Siegel
dblp:50/540
0.2 12015 26 · 4 since 2021 2025 corroborated
John G. Edenhofner
dblp:169/1816
0.2 12015 2 · 0 since 2021 2016 none
Michael S. Rogers
dblp:169/1794
0.2 12015 3 · 0 since 2021 2016 corroborated
Ziqing Luo
dblp:169/1781
0.2 12015 8 · 3 since 2021 2024 conflict
Andre V. Marianiello
dblp:169/1726
0.2 12015 1 · 0 since 2021 2015 none
Joost-Pieter Katoen
dblp:k/JoostPieterKatoen
0.2 12023 259 · 74 since 2021 2026 verified
Benjamin Lucien Kaminski
dblp:39/9937
0.2 12023 34 · 17 since 2021 2026 verified
Philipp Schröer
dblp:264/0074
0.2 12023 6 · 5 since 2021 2026 verified
Kevin Batz
dblp:215/5068
0.2 12023 20 · 16 since 2021 2026 verified
Christoph Matheja
dblp:172/5070
0.2 12023 30 · 16 since 2021 2026 verified
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