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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›Knowledge, reasoning and agents›Knowledge representation and reasoning›representation language›knowledge representation formalisms›visual knowledge representation topic 3 papers · 7 experts · broader topic added to organise its sub-topics
Experts on visual knowledge representation 7 · 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
Liang Lin 0004
dblp:84/7019-4
0.0 12010 428 · 218 since 2021 2026 conflict
Mun Wai Lee
dblp:77/2305
0.0 12010 14 · 3 since 2021 2024 none
Benjamin Z. Yao
dblp:134/7162
0.0 12010 18 · 6 since 2021 2024 reported
Song-Chun Zhu
dblp:10/10313
0.0 12010 358 · 103 since 2021 2026 conflict
Jan A. Mulder
dblp:87/6914
0.0 21988 4 · 0 since 2021 1988 none
Alan K. Mackworth
dblp:m/AlanKMackworth
0.0 11988 40 · 0 since 2021 2020 verified
William S. Havens
dblp:h/WSHavens
0.0 11988 13 · 0 since 2021 2008 none
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