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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›Learning theory›generalization bounds›margin theory›maximum margin topic 8 papers · 19 experts · broader topic added to organise its sub-topics
Experts on maximum margin 19 · 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
Yuan Cao 0006
dblp:52/4472-6
0.8 12024 33 · 23 since 2021 2025 conflict
Difan Zou
dblp:161/8923
0.8 12024 69 · 54 since 2021 2026 corroborated
Khashayar Gatmiry
dblp:230/4471
0.7 12023 18 · 17 since 2021 2025 none
Kwangjun Ahn
dblp:195/1031
0.7 12023 24 · 18 since 2021 2025 reported
Navid Azizan
dblp:160/8974
0.7 12023 18 · 11 since 2021 2026 verified
Matus Telgarsky
dblp:05/9061
0.4 12019 38 · 13 since 2021 2025 verified
Toby Hocking
dblp:89/10624
0.3 12017 14 · 6 since 2021 2025 corroborated
François Laviolette
dblp:29/718
0.3 12017 58 · 4 since 2021 2022 corroborated
Alexandre Drouin
dblp:117/3861
0.3 12017 19 · 11 since 2021 2025 corroborated
Jing Chai
dblp:93/7258
0.1 12009 18 · 8 since 2021 2026 conflict
Bo Chen 0001
dblp:89/5615-1
0.1 12009 136 · 84 since 2021 2026 conflict
Hongwei Liu 0001
dblp:43/5900-1
0.1 12009 200 · 101 since 2021 2026 conflict
Zheng Bao 0001
dblp:33/2441-1
0.1 12009 191 · 11 since 2021 2022 corroborated
Tommi S. Jaakkola
dblp:j/TommiJaakkola
0.0 12004 198 · 66 since 2021 2026 none
Nathan Srebro
dblp:50/3633
0.0 12004 163 · 54 since 2021 2026 verified
Jason Rennie
dblp:22/3907
0.0 12004 10 · 0 since 2021 2014 none
Franz Pernkopf
dblp:97/887
0.0 12012 130 · 25 since 2021 2026 verified
Robert Peharz
dblp:30/9232
0.0 12012 35 · 9 since 2021 2025 verified
Claudio Gentile
dblp:56/5759
0.0 12003 107 · 25 since 2021 2026 conflict
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