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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›Empirical software engineering›developer studies›developer behavior›developer productivity topic 61 papers · 172 experts · broader topic added to organise its sub-topics
Experts on developer productivity 172 · 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
Thomas Zimmermann 0001
dblp:19/3622-1
3.5 72025 132 · 30 since 2021 2026 conflict
Nachiappan Nagappan
dblp:91/1758
3.3 72023 128 · 38 since 2021 2026 verified
Gail C. Murphy
dblp:95/712
2.4 82022 119 · 21 since 2021 2026 verified
Thomas Fritz 0001
dblp:67/6766-1
2.4 92022 60 · 24 since 2021 2026 verified
André N. Meyer
dblp:153/5417
2.1 62022 16 · 9 since 2021 2026 verified
Ciera Jaspan
dblp:36/1500
1.7 32023 16 · 6 since 2021 2025 verified
Margaret-Anne D. Storey
dblp:s/MargaretAnneDStorey
1.5 32023 115 · 19 since 2021 2026 verified
Peter C. Rigby
dblp:20/1971
1.4 32023 45 · 17 since 2021 2026 verified
Collin Green
dblp:58/3948
1.2 22023 7 · 4 since 2021 2023 corroborated
Yifen Chen
dblp:332/6107
1.2 22023 2 · 2 since 2021 2023 reported
Emerson R. Murphy-Hill
dblp:02/3722
1.2 32022 71 · 12 since 2021 2026 verified
Audris Mockus
dblp:79/6124
1.2 52023 91 · 21 since 2021 2026 verified
Christian Bird
dblp:b/ChristianBird
1.1 22022 83 · 10 since 2021 2023 verified
Andrea Knight
dblp:45/870
1.1 22022 8 · 3 since 2021 2022 none
Zeinabsadat Saghi
dblp:408/8292
0.9 12025 2 · 2 since 2021 2025 corroborated
Ketai Qiu
dblp:375/9671
0.9 12025 1 · 1 since 2021 2025 reported
Luca Di Grazia
dblp:318/0995
0.9 12025 6 · 6 since 2021 2025 verified
Niccolò Puccinelli
dblp:300/2924
0.9 12025 1 · 1 since 2021 2025 reported
Matteo Ciniselli
dblp:288/0264
0.9 12025 11 · 11 since 2021 2025 corroborated
Souti Chattopadhyay
dblp:208/7391
0.9 12025 15 · 7 since 2021 2025 corroborated
Davide Fucci
dblp:70/9016
0.9 32020 60 · 30 since 2021 2026 corroborated
Chandra Shekhar Maddila
dblp:203/9619
0.8 22023 14 · 5 since 2021 2026 none
Yu Huang 0015
dblp:39/6301-15
0.8 12024 41 · 30 since 2021 2026 conflict
Yimeng Ma
dblp:375/6977
0.8 12024 3 · 3 since 2021 2025 corroborated
Paul H. P. Hanel
dblp:173/5206
0.8 12024 4 · 4 since 2021 2024 verified
Niels van Berkel
dblp:139/3792
0.8 12024 93 · 67 since 2021 2026 verified
Kevin Leach
dblp:133/3698
0.8 12024 55 · 34 since 2021 2026 corroborated
Daniel Russo 0002
dblp:10/9946-2
0.8 12024 24 · 21 since 2021 2026 verified
Manuela Züger
dblp:145/4013
0.7 32022 6 · 1 since 2021 2022 none
Natalia Juristo Juzgado
dblp:35/4144
0.7 22020 116 · 21 since 2021 2026 reported
Michaela Greiler
dblp:94/886
0.7 12023 12 · 1 since 2021 2023 corroborated
Adam Brown
dblp:55/566
0.7 12023 6 · 4 since 2021 2024 conflict
Abi Noda
dblp:320/4178
0.7 12023 1 · 1 since 2021 2023 none
Ben Holtz
dblp:277/9036
0.7 12023 2 · 2 since 2021 2023 corroborated
Parth Suresh
dblp:226/2013
0.7 12023 3 · 2 since 2021 2026 corroborated
Sarah D'Angelo
dblp:126/1815
0.7 12023 11 · 4 since 2021 2025 verified
Rui Abreu 0001
dblp:00/6243
0.7 12023 97 · 32 since 2021 2026 conflict
Eduardo Santana de Almeida
dblp:a/EduardoSantanadeAlmeida
0.6 12022 93 · 20 since 2021 2026 verified
Xiaohu Yang 0001
dblp:95/6761
0.6 12022 88 · 51 since 2021 2026 conflict
David Lo 0001
dblp:89/6793-1
0.6 12022 573 · 261 since 2021 2026 verified
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