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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.
Computer graphics and multimedia›Visualization and visual analytics›visual analytics›interactive visual analysis›collaborative visual analytics topic 15 papers · 69 experts · broader topic added to organise its sub-topics
Experts on collaborative visual analytics 69 · 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
Petra Isenberg
dblp:n/PetraNeumann
1.4 42025 66 · 26 since 2021 2026 verified
Anastasia Bezerianos
dblp:13/4715
1.2 22025 55 · 15 since 2021 2025 verified
Tim Dwyer
dblp:21/6679
1.0 22021 122 · 52 since 2021 2026 verified
Arnaud Prouzeau
dblp:174/7167
1.0 22021 33 · 23 since 2021 2026 verified
Jian Zhao 0010
dblp:70/2932-10
0.9 22022 99 · 67 since 2021 2026 conflict
Nivan Ferreira
dblp:96/10398
0.9 12025 21 · 13 since 2021 2026 verified
Daniel de Oliveira 0001
dblp:68/7553-1
0.9 12025 59 · 18 since 2021 2025 verified
Marcos Lage
dblp:46/4560
0.9 12025 21 · 12 since 2021 2026 verified
Lucas Alexandre
dblp:385/3675
0.9 12025 1 · 1 since 2021 2025 none
Nicola Colaninno
dblp:371/4187
0.9 12025 2 · 2 since 2021 2025 corroborated
Carolina Veiga Ferreira de Souza
dblp:323/5309
0.9 12025 4 · 4 since 2021 2026 verified
Olivier Gladin
dblp:264/7493
0.9 12025 3 · 2 since 2021 2025 corroborated
Gabriela Molina León
dblp:170/8460
0.9 12025 10 · 8 since 2021 2026 verified
Gustavo Moreira
dblp:152/8232
0.9 12025 8 · 8 since 2021 2026 conflict
Fabio Miranda 0001
dblp:146/8277
0.9 12025 29 · 22 since 2021 2026 verified
Margot Brereton
dblp:93/5922
0.6 12022 85 · 21 since 2021 2026 verified
Markus Rittenbruch
dblp:83/5479
0.6 12022 26 · 10 since 2021 2026 verified
James M. Hogan
dblp:62/1812
0.6 12022 22 · 2 since 2021 2023 none
Mingming Fan 0001
dblp:50/6579
0.6 12022 120 · 104 since 2021 2026 verified
Julian Heinrich
dblp:43/7528
0.6 12022 13 · 1 since 2021 2022 verified
Ehsan Jahangirzadeh Soure
dblp:309/8233
0.6 12022 3 · 3 since 2021 2026 corroborated
Emily Kuang
dblp:296/2139
0.6 12022 19 · 19 since 2021 2026 corroborated
Daniel Johnson 0001
dblp:18/10034-1
0.6 12022 49 · 19 since 2021 2026 verified
Kellie Vella
dblp:118/4133
0.6 12022 14 · 11 since 2021 2026 verified
Seán I. O'Donoghue
dblp:00/283
0.6 12022 9 · 1 since 2021 2022 verified
Bernhard Jenny
dblp:94/8720
0.5 12021 30 · 11 since 2021 2025 verified
Fraser Anderson
dblp:92/7573
0.5 12021 45 · 23 since 2021 2026 verified
Barrett Ens
dblp:77/10485
0.5 12021 56 · 31 since 2021 2026 conflict
Benjamin Lee 0001
dblp:61/1146-1
0.5 12021 17 · 16 since 2021 2026 verified
Maxime Cordeil
dblp:35/10055
0.5 12021 43 · 22 since 2021 2026 verified
Zac Lucarelli
dblp:284/5174
0.5 12021 1 · 1 since 2021 2021 none
Brendan Moyle
dblp:284/5043
0.5 12021 1 · 1 since 2021 2021 unresolved
Florence Y. Wang
dblp:284/4652
0.5 12021 1 · 1 since 2021 2021 none
Jim Smiley
dblp:284/4521
0.5 12021 11 · 11 since 2021 2026 conflict
Xiaoyun Hu
dblp:255/8017
0.5 12021 3 · 3 since 2021 2026 none
Samuel Gratzl
dblp:137/2111
0.5 12021 14 · 2 since 2021 2021 corroborated
Sarah Goodwin
dblp:123/9643
0.5 12021 36 · 26 since 2021 2026 verified
Ioan Cristian Trelea
dblp:96/4442
0.4 12019 2 · 0 since 2021 2019 reported
Nadia Boukhelifa
dblp:93/3814
0.4 12019 9 · 1 since 2021 2023 corroborated
Evelyne Lutton
dblp:91/1995
0.4 12019 47 · 5 since 2021 2026 verified
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