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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›visualization design›visualization design space topic 5 papers · 17 experts · broader topic added to organise its sub-topics
Experts on visualization design space 17 · 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
Nan Cao 0001
dblp:66/5146-1
1.0 12026 127 · 60 since 2021 2026 verified
Yechun Peng
dblp:374/9057
1.0 12026 4 · 4 since 2021 2026 corroborated
Zichun Dai
dblp:257/1373
1.0 12026 4 · 4 since 2021 2026 reported
Yang Shi 0007
dblp:15/5233-7
1.0 12026 36 · 28 since 2021 2026 conflict
Tamara Munzner
dblp:m/TMunzner
0.4 12019 70 · 17 since 2021 2026 verified
Jennifer L. Gardy
dblp:95/2437
0.4 12019 7 · 1 since 2021 2022 corroborated
Anamaria Crisan
dblp:62/7969
0.4 12019 17 · 13 since 2021 2026 verified
Jessica Hullman
dblp:84/9543
0.3 12017 63 · 30 since 2021 2025 verified
Jeffrey Heer
dblp:27/4508
0.3 12017 132 · 32 since 2021 2026 verified
Kanit Wongsuphasawat
dblp:119/4550
0.3 12017 10 · 1 since 2021 2022 corroborated
Heidrun Schumann
dblp:s/HeidrunSchumann
0.1 12011 65 · 3 since 2021 2022 none
Steffen Hadlak
dblp:49/7906
0.1 12011 7 · 0 since 2021 2014 none
Hans-Jörg Schulz
dblp:00/1405
0.1 12011 30 · 8 since 2021 2026 verified
Niklas Elmqvist
dblp:e/NiklasElmqvist
0.1 12018 147 · 51 since 2021 2026 verified
Steven Mark Drucker
dblp:50/863
0.1 12018 69 · 11 since 2021 2025 verified
Deok Gun Park 0001
dblp:144/5437
0.1 12018 8 · 0 since 2021 2020 conflict
Roland Fernandez
dblp:01/3227
0.1 12018 15 · 6 since 2021 2025 corroborated
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