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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›Optimization for machine learning›matrix learning topic 4 papers · 9 experts · placed by the area most of its papers name
Experts on matrix learning 9 · 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
Sham M. Kakade
dblp:s/SMKakade
0.1 12012 185 · 64 since 2021 2026 none
Shai Shalev-Shwartz
dblp:95/2750
0.1 12012 99 · 5 since 2021 2022 verified
Ambuj Tewari
dblp:24/567
0.1 12012 117 · 43 since 2021 2026 corroborated
Lei Wang 0001
dblp:w/LeiWang1
0.1 12008 194 · 72 since 2021 2026 conflict
Alan H. Welsh
dblp:61/283
0.1 12008 2 · 1 since 2021 2024 verified
Chunhua Shen
dblp:56/1673
0.1 12008 454 · 175 since 2021 2026 verified
Karl Steinbuch
dblp:11/975
0.0 21965 3 · 0 since 2021 1965 none
Bernard Widrow
dblp:w/BernardWidrow
0.0 11965 33 · 1 since 2021 2021 none
Uwe A. W. Piske
dblp:181/5121
0.0 11963 1 · 0 since 2021 1963 none
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