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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.
Experts on value function transfer 16 · 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
Nicolas Usunier
dblp:79/3983
0.4 12020 66 · 10 since 2021 2025 verified
Gabriel Synnaeve
dblp:65/8774
0.4 12020 74 · 43 since 2021 2025 verified
Shimon Whiteson
dblp:42/2548
0.4 12020 143 · 44 since 2021 2025 none
Laura Gustafson
dblp:243/6934
0.4 12020 7 · 5 since 2021 2025 none
Gregory Farquhar
dblp:195/5653
0.4 12020 20 · 8 since 2021 2025 none
Zeming Lin
dblp:178/8595
0.4 12020 8 · 1 since 2021 2022 unresolved
Yang Gao 0001
dblp:89/4402-1
0.4 12019 292 · 174 since 2021 2026 conflict
Changjie Fan
dblp:71/882
0.4 12019 119 · 82 since 2021 2026 verified
Yong Liu 0007
dblp:29/4867-7
0.4 12019 247 · 181 since 2021 2026 conflict
Yujing Hu
dblp:160/1923
0.4 12019 39 · 26 since 2021 2025 corroborated
Marcello Restelli
dblp:64/1011
0.3 12018 165 · 92 since 2021 2026 verified
Rafael Rodríguez-Sánchez 0002
dblp:51/8228-2
0.3 12018 2 · 1 since 2021 2023 none
Andrea Tirinzoni
dblp:220/5305
0.3 12018 28 · 18 since 2021 2025 none
Ron Parr
dblp:296/8645
0.1 12021 1 · 1 since 2021 2021 none
Mark W. Nemecek
dblp:296/8537
0.1 12021 1 · 1 since 2021 2021 none
Peter Stone 0001
dblp:s/PeterStone
0.1 12006 338 · 92 since 2021 2026 conflict
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