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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›visual encoding and interaction topic 10 papers · 25 experts · broader topic added to organise its sub-topics
Experts on visual encoding and interaction 25 · 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
Arvind Satyanarayan
dblp:39/11083
1.4 22025 46 · 31 since 2021 2026 verified
in pool Eugene Wu 0002
dblp:41/3679
1.1 22022 82 · 33 since 2021 2026 verified
Evan M. Peck
dblp:68/8929
0.9 12025 19 · 4 since 2021 2025 verified
Dylan Wootton
dblp:264/7276
0.9 12025 4 · 3 since 2021 2025 corroborated
Amy Rae Fox
dblp:183/5210
0.9 12025 8 · 3 since 2021 2026 corroborated
in pool Joseph M. Hellerstein
dblp:h/JosephMHellerstein
0.6 12022 182 · 26 since 2021 2026 conflict
Remco Chang
dblp:69/1477
0.6 12022 61 · 21 since 2021 2026 verified
Greg Woodin
dblp:311/2815
0.6 12022 4 · 4 since 2021 2024 reported
Lace M. K. Padilla
dblp:176/0182
0.6 12022 32 · 25 since 2021 2026 verified
Bodo Winter
dblp:133/8292
0.6 12022 8 · 4 since 2021 2024 verified
Aidan Slingsby
dblp:68/835
0.2 22012 25 · 5 since 2021 2026 corroborated
Jason Dykes
dblp:34/5069
0.2 22012 41 · 5 since 2021 2026 verified
Jo Wood
dblp:28/6323
0.2 22012 31 · 2 since 2021 2025 corroborated
Jonathan Woodring
dblp:62/6327
0.2 22009 20 · 2 since 2021 2023 corroborated
Han-Wei Shen
dblp:61/6829
0.2 22009 172 · 52 since 2021 2026 corroborated
Petra Isenberg
dblp:n/PetraNeumann
0.1 12012 66 · 26 since 2021 2026 verified
Tobias Isenberg 0001
dblp:i/TobiasIsenberg1
0.1 12012 86 · 34 since 2021 2026 verified
Nadia Boukhelifa
dblp:93/3814
0.1 12012 9 · 1 since 2021 2023 corroborated
Shing-Chi Cheung
dblp:c/SCCheung
0.1 12009 192 · 62 since 2021 2026 verified
Ka-Kei Chung
dblp:90/2166
0.1 12009 3 · 0 since 2021 2010 none
Huamin Qu
dblp:65/1792
0.1 12009 306 · 164 since 2021 2026 corroborated
Yingcai Wu
dblp:49/6702
0.1 12009 178 · 116 since 2021 2026 conflict
Xiaoru Yuan
dblp:36/2050
0.1 12009 105 · 33 since 2021 2026 conflict
Keith C. Clarke
dblp:85/1682
0.1 12007 17 · 2 since 2021 2022 reported
Tamara Munzner
dblp:m/TMunzner
0.0 12009 70 · 17 since 2021 2026 verified
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