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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›random testing›property-based testing topic 33 papers · 88 experts · broader topic added to organise its sub-topics
Experts on property-based testing 88 · 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
David Sands 0001
dblp:s/DavidSands
0.6 12022 37 · 3 since 2021 2023 verified
Arie van Deursen
dblp:d/ArievanDeursen
0.6 12022 179 · 39 since 2021 2026 verified
Annibale Panichella
dblp:90/7547
0.6 12022 95 · 37 since 2021 2026 verified
Oskar Wickström
dblp:317/1303
0.6 12022 1 · 1 since 2021 2022 none
Zhuyang Wang
dblp:313/0633
0.6 12022 1 · 1 since 2021 2022 reported
Leonhard Applis
dblp:308/8630
0.6 12022 5 · 5 since 2021 2025 verified
Matthías Páll Gissurarson
dblp:231/5143
0.6 12022 3 · 3 since 2021 2025 corroborated
Kuen-Bang Hou (Favonia)
dblp:157/8425
0.6 12022 10 · 4 since 2021 2025 verified
Liam O'Connor
dblp:146/3436
0.6 12022 13 · 7 since 2021 2025 verified
Xiaoyuan Xie
dblp:52/2991
0.5 12021 59 · 34 since 2021 2026 conflict
Christopher J. Rossbach
dblp:46/991
0.5 12021 48 · 15 since 2021 2026 verified
Milos Gligoric 0001
dblp:43/6015
0.5 12021 75 · 27 since 2021 2026 verified
Kush Jain
dblp:276/3275
0.5 12021 6 · 6 since 2021 2025 corroborated
Songqiang Chen
dblp:257/0002
0.5 12021 21 · 20 since 2021 2026 verified
Nader Al Awar
dblp:254/1685
0.5 12021 6 · 5 since 2021 2025 corroborated
Alex Groce
dblp:g/AlexGroce
0.5 22020 72 · 8 since 2021 2024 verified
Rahul Gopinath
dblp:93/11109
0.5 22020 30 · 10 since 2021 2025 verified
Xingwei Wang 0005
dblp:99/4694-5
0.4 12020 1 · 0 since 2021 2020 none
Iftekhar Ahmed 0001
dblp:57/5553
0.4 12020 52 · 29 since 2021 2026 verified
Sameer Reddy
dblp:276/3524
0.4 12020 2 · 1 since 2021 2024 reported
He Zhang 0025
dblp:24/2058-25
0.4 12020 3 · 0 since 2021 2020 verified
Josie Holmes
dblp:196/4995
0.4 12020 8 · 0 since 2021 2020 none
Caius Brindescu
dblp:145/3991
0.4 12020 9 · 0 since 2021 2020 corroborated
Xiao He 0005
dblp:02/2315-5
0.4 12020 29 · 11 since 2021 2026 verified
Michael Hicks 0001
dblp:h/MichaelWHicks
0.4 12019 94 · 18 since 2021 2025 verified
Gordon Fraser 0001
dblp:74/2259
0.4 12019 180 · 61 since 2021 2026 conflict
Marvin Kreis
dblp:236/5394
0.4 12019 2 · 0 since 2021 2019 none
Andreas Stahlbauer
dblp:125/3008
0.4 12019 9 · 3 since 2021 2024 none
Zoe Paraskevopoulou
dblp:167/1599
0.3 12018 11 · 6 since 2021 2026 corroborated
Konstantinos Sagonas
dblp:s/KonstantinosFSagonas
0.3 12017 90 · 15 since 2021 2026 verified
John Hughes 0001
dblp:h/JohnHughes
0.3 12017 38 · 2 since 2021 2024 verified
Diane Gallois-Wong
dblp:183/6322
0.3 12017 3 · 0 since 2021 2020 none
Andreas Löscher
dblp:139/8150
0.3 12017 5 · 1 since 2021 2022 none
Li-yao Xia
dblp:133/6531
0.3 12017 8 · 4 since 2021 2024 corroborated
Catalin Hritcu
dblp:09/2281
0.3 12017 41 · 13 since 2021 2026 verified
Emery D. Berger
dblp:98/4487
0.2 12023 52 · 5 since 2021 2026 verified
Juan Altmayer Pizzorno
dblp:39/4115
0.2 12023 3 · 3 since 2021 2023 corroborated
Kun-Lung Wu
dblp:85/3566
0.2 12013 118 · 1 since 2021 2021 reported
Martin Hirzel
dblp:34/6431
0.2 12013 58 · 17 since 2021 2025 verified
Gregg Rothermel
dblp:25/6796
0.2 12013 144 · 5 since 2021 2025 conflict
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