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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›Kernel, tree and ensemble methods›kernel methods›kernel learning›kernel matrix learning topic 5 papers · 15 experts · broader topic added to organise its sub-topics
Experts on kernel matrix learning 15 · 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
Shuiwang Ji
dblp:84/6405
0.1 12007 180 · 79 since 2021 2026 verified
Jieping Ye
dblp:03/5454
0.1 12007 410 · 126 since 2021 2026 corroborated
James T. Kwok
dblp:k/JamesTinYauKwok
0.0 12004 268 · 85 since 2021 2026 verified
Kilian Q. Weinberger
dblp:88/4801
0.0 12004 130 · 48 since 2021 2026 corroborated
Lawrence K. Saul
dblp:66/6611
0.0 12004 92 · 11 since 2021 2025 corroborated
Zhihua Zhang 0004
dblp:52/5331-4
0.0 12004 64 · 21 since 2021 2025 conflict
Dit-Yan Yeung
dblp:41/5668
0.0 12004 203 · 53 since 2021 2026 reported
Fei Sha
dblp:13/3601
0.0 12004 122 · 27 since 2021 2025 conflict
Michael I. Jordan
dblp:j/MichaelIJordan
0.0 12002 478 · 130 since 2021 2026 verified
Olivier Bousquet
dblp:82/2045
0.0 12002 49 · 7 since 2021 2023 corroborated
Peter L. Bartlett
dblp:68/4020
0.0 12002 193 · 45 since 2021 2026 verified
Daniel J. L. Herrmann
dblp:42/4421
0.0 12002 2 · 0 since 2021 2007 none
Laurent El Ghaoui
dblp:40/1786
0.0 12002 28 · 3 since 2021 2025 verified
Gert R. G. Lanckriet
dblp:22/2368
0.0 12002 59 · 0 since 2021 2018 none
Nello Cristianini
dblp:11/4380
0.0 12002 75 · 3 since 2021 2023 conflict
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