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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›Trustworthy machine learning›interpretability›SVM feature selection topic 3 papers · 12 experts · broader topic added to organise its sub-topics
Experts on SVM feature selection 12 · 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
Jianqiang Shen
dblp:90/6386
0.1 12008 28 · 9 since 2021 2026 conflict
Lida Li
dblp:77/4955
0.1 12008 24 · 7 since 2021 2026 corroborated
Weng-Keen Wong
dblp:19/1015
0.1 12008 58 · 10 since 2021 2026 reported
Constantin F. Aliferis
dblp:86/2771
0.0 12004 41 · 2 since 2021 2026 none
Douglas P. Hardin
dblp:76/7030
0.0 12004 16 · 2 since 2021 2025 verified
Ioannis Tsamardinos
dblp:16/4486
0.0 12004 56 · 13 since 2021 2026 corroborated
Massimiliano Pontil
dblp:67/557
0.0 12000 156 · 41 since 2021 2026 corroborated
Sayan Mukherjee 0001
dblp:52/5375-1
0.0 12000 44 · 14 since 2021 2025 conflict
Vladimir Vapnik
dblp:31/6484
0.0 12000 61 · 1 since 2021 2021 none
Jason Weston
dblp:29/6977
0.0 12000 148 · 31 since 2021 2025 none
Tomaso A. Poggio
dblp:12/5544
0.0 12000 131 · 7 since 2021 2025 verified
Olivier Chapelle
dblp:05/6290
0.0 12000 54 · 0 since 2021 2015 none
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