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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›GPU rendering›shader-based rendering›deferred shading topic 7 papers · 30 experts · broader topic added to organise its sub-topics
Experts on deferred shading 30 · 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
Rynson W. H. Lau
dblp:l/RynsonWHLau
0.9 12025 255 · 100 since 2021 2026 verified
Leif Kobbelt
dblp:k/LeifKobbelt
0.9 12025 187 · 32 since 2021 2026 verified
Lin Gao 0004
dblp:92/2834-4
0.9 12025 117 · 95 since 2021 2026 conflict
Cheng Lin 0001
dblp:80/1764-1
0.9 12025 38 · 35 since 2021 2026 conflict
Tong Wu 0009
dblp:75/5056-9
0.9 12025 15 · 11 since 2021 2026 verified
Yukun Lai
dblp:60/4932
0.9 12025 303 · 176 since 2021 2026 conflict
Zhenwei Wang 0003
dblp:56/10216-3
0.9 12025 7 · 7 since 2021 2025 conflict
Gerhard P. Hancke 0002
dblp:44/2703-2
0.9 12025 121 · 52 since 2021 2026 conflict
Jia-Mu Sun
dblp:340/7628
0.9 12025 9 · 9 since 2021 2025 verified
Xiaoxiao Long
dblp:262/3688
0.9 12025 47 · 46 since 2021 2026 verified
Yuewen Ma
dblp:145/5320
0.9 12025 16 · 12 since 2021 2026 verified
Aaron E. Lefohn
dblp:16/31
0.3 22016 28 · 4 since 2021 2025 reported
Cyril Crassin
dblp:81/1865
0.2 12016 7 · 0 since 2021 2016 none
Morgan McGuire
dblp:75/4325
0.2 12016 43 · 14 since 2021 2025 conflict
Kayvon Fatahalian
dblp:11/3211
0.2 12016 57 · 26 since 2021 2026 verified
Robert Toth
dblp:80/3510
0.2 12013 15 · 0 since 2021 2020 reported
Jacob Munkberg
dblp:58/349
0.2 12013 24 · 8 since 2021 2025 corroborated
Petrik Clarberg
dblp:12/6176
0.2 12013 16 · 1 since 2021 2024 corroborated
Bernd Fröhlich 0001
dblp:f/BerndFrohlich
0.1 12008 100 · 31 since 2021 2026 verified
Dirk Reiners
dblp:82/3655
0.1 12008 21 · 8 since 2021 2026 verified
Jan P. Springer
dblp:55/2796
0.1 12008 7 · 3 since 2021 2025 verified
Christopher Lux
dblp:23/3684
0.1 12008 3 · 1 since 2021 2021 none
Mark Leone
dblp:l/MarkLeone
0.1 12005 4 · 0 since 2021 2018 none
Kiril Vidimce
dblp:92/6332
0.1 12005 9 · 0 since 2021 2017 none
Alex Mohr
dblp:47/4998
0.1 12005 4 · 0 since 2021 2005 none
Fabio Pellacini
dblp:42/6594
0.1 12005 69 · 14 since 2021 2026 corroborated
John Warren
dblp:36/3744
0.1 12005 3 · 0 since 2021 2009 unresolved
Georgios Papaioannou 0001
dblp:92/6595-1
0.0 12010 29 · 5 since 2021 2026 verified
Maria Lida Menexi
dblp:59/8300
0.0 12010 1 · 0 since 2021 2010 none
Charilaos Papadopoulos
dblp:23/8301
0.0 12010 8 · 0 since 2021 2016 corroborated
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