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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›Rendering›ray tracing›real-time ray tracing topic 6 papers · 27 experts
Experts on real-time ray tracing 27 · 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
Vladimir A. Frolov
dblp:79/7081
1.0 12026 2 · 1 since 2021 2026 verified
Eduard Hauer
dblp:441/1180
1.0 12026 1 · 1 since 2021 2026 reported
Albert Garifullin
dblp:359/3290
1.0 12026 2 · 2 since 2021 2026 corroborated
Nikolay Mayorov
dblp:245/8903
1.0 12026 2 · 2 since 2021 2026 reported
Alexey G. Voloboy
dblp:118/4635
1.0 12026 3 · 2 since 2021 2026 verified
Andrea Tagliasacchi
dblp:46/5514
0.9 12025 92 · 55 since 2021 2026 verified
Shrisudhan Govindarajan
dblp:333/2820
0.9 12025 6 · 6 since 2021 2025 corroborated
Kwang Moo Yi
dblp:30/5082
0.9 12025 68 · 40 since 2021 2025 verified
Daniel Rebain
dblp:242/9301
0.9 12025 19 · 18 since 2021 2026 corroborated
Peter Shirley
dblp:s/PeterShirley
0.4 12020 51 · 1 since 2021 2023 verified
Chris Wyman
dblp:91/2214
0.4 12020 41 · 12 since 2021 2026 corroborated
Wojciech Jarosz
dblp:54/1220
0.4 12020 85 · 16 since 2021 2026 verified
Benedikt Bitterli
dblp:165/9820
0.4 12020 20 · 11 since 2021 2026 corroborated
Aaron E. Lefohn
dblp:16/31
0.4 12020 28 · 4 since 2021 2025 reported
Matt Pharr
dblp:10/5729
0.4 12020 17 · 9 since 2021 2026 conflict
Erik Brunvand
dblp:95/2787
0.1 12009 41 · 4 since 2021 2026 corroborated
Daniel M. Kopta
dblp:242/1969
0.1 12009 7 · 0 since 2021 2019 reported
Andrew Kensler
dblp:165/9826
0.1 12009 10 · 1 since 2021 2024 verified
Josef B. Spjut
dblp:10/6526
0.1 12009 22 · 13 since 2021 2026 verified
Mary K. Vernon
dblp:v/MaryKVernon
0.1 12008 68 · 0 since 2021 2008 none
William R. Mark
dblp:58/1607
0.1 12008 20 · 3 since 2021 2021 none
Venkatraman Govindaraju
dblp:25/1585
0.1 12008 9 · 1 since 2021 2022 none
Peter Djeu
dblp:23/2493
0.1 12008 6 · 0 since 2021 2011 none
Karthikeyan Sankaralingam
dblp:22/858
0.1 12008 66 · 9 since 2021 2026 corroborated
Philipp Slusallek
dblp:s/PhilippSlusallek
0.1 12005 102 · 25 since 2021 2026 verified
Jörg Schmittler
dblp:68/5220
0.1 12005 2 · 0 since 2021 2005 none
Sven Woop
dblp:32/6497
0.1 12005 3 · 0 since 2021 2014 none
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