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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.
Artificial intelligence›Machine learning›Representation and self-supervised learning›prototype learning›competitive learning topic 14 papers · 30 experts · broader topic added to organise its sub-topics
Experts on competitive learning 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
Huaping Liu 0001
dblp:69/1097-1
0.8 12024 213 · 95 since 2021 2026 conflict
Xinyu Zhang 0001
dblp:58/4582-1
0.8 12024 45 · 35 since 2021 2026 conflict
Xiangyang Ji
dblp:53/15
0.8 12024 291 · 183 since 2021 2026 conflict
Kangyao Huang
dblp:306/0906
0.8 12024 3 · 3 since 2021 2026 corroborated
Di Guo 0002
dblp:29/7028-2
0.8 12024 44 · 25 since 2021 2026 conflict
Michael W. Spratling
dblp:53/5090
0.1 12006 35 · 18 since 2021 2025 verified
Yiu-Ming Cheung
dblp:12/3420
0.1 12005 341 · 163 since 2021 2026 verified
Howard C. Card
dblp:10/6999
0.0 22001 41 · 0 since 2021 2005 none
Jude W. Shavlik
dblp:s/JudeWShavlik
0.0 11995 114 · 0 since 2021 2016 none
Richard Maclin
dblp:67/7006
0.0 11995 25 · 0 since 2021 2017 reported
Keshab K. Parhi
dblp:p/KeshabKParhi
0.0 11994 246 · 23 since 2021 2026 verified
Frank H. Wu
dblp:74/7002
0.0 11994 5 · 0 since 2021 1994 none
Nicol N. Schraudolph
dblp:50/1938
0.0 11994 34 · 0 since 2021 2010 none
Kalyan Genesan
dblp:47/1560
0.0 11994 2 · 0 since 2021 1994 none
Terrence J. Sejnowski
dblp:26/2197
0.0 11994 173 · 16 since 2021 2025 verified
Teuvo Kohonen
dblp:k/TeuvoKohonen
0.0 21996 43 · 0 since 2021 2013 none
Bradley D. Brown
dblp:36/3604
0.0 12001 2 · 0 since 2021 2001 none
Griff L. Bilbro
dblp:52/3549
0.0 11990 32 · 0 since 2021 2010 none
David E. van den Bout
dblp:33/3206
0.0 11990 15 · 0 since 2021 1995 none
Robert D. McLeod
dblp:87/3888
0.0 11998 28 · 0 since 2021 2013 none
Dean K. McNeill
dblp:37/3033
0.0 11998 8 · 0 since 2021 2005 none
G. K. Rosendahl
dblp:12/2375
0.0 11998 1 · 0 since 2021 1998 none
Steven J. Nowlan
dblp:74/4802
0.0 11989 14 · 0 since 2021 1996 none
Erkki Oja
dblp:81/2178
0.0 11996 128 · 0 since 2021 2016 none
Olli Simula
dblp:64/6111
0.0 11996 21 · 0 since 2021 2011 none
Jari Kangas 0001
dblp:45/1906
0.0 11996 39 · 3 since 2021 2025 conflict
Aari Visa
dblp:317/6464
0.0 11996 1 · 0 since 2021 1996 none
Jörg Bruske
dblp:70/1232
0.0 11994 9 · 0 since 2021 1999 none
Gerald Sommer
dblp:57/6794
0.0 11994 69 · 0 since 2021 2010 none
Trent E. Lange
dblp:59/814
0.0 11991 6 · 0 since 2021 1996 none
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