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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›Reinforcement learning›function approximation›representation learning for reinforcement learning›predictive representations topic 4 papers · 13 experts · broader topic added to organise its sub-topics
Experts on predictive representations 13 · 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
Evelina Fedorenko
dblp:36/9284
0.7 12023 15 · 12 since 2021 2026 verified
Eghbal A. Hosseini
dblp:166/3778
0.7 12023 2 · 1 since 2021 2023 reported
Rémi Munos
dblp:69/6815
0.4 12020 176 · 39 since 2021 2025 none
Mohammad Gheshlaghi Azar
dblp:32/8036
0.4 12020 26 · 10 since 2021 2025 none
Jean-Bastien Grill
dblp:178/3291
0.4 12020 13 · 5 since 2021 2024 none
Florent Altché
dblp:177/8921
0.4 12020 13 · 4 since 2021 2023 corroborated
Zhaohan Guo
dblp:160/9943
0.4 12020 17 · 9 since 2021 2025 verified
Bilal Piot
dblp:126/1718
0.4 12020 37 · 13 since 2021 2025 conflict
Bernardo Ávila Pires
dblp:124/8971
0.4 12020 15 · 9 since 2021 2025 none
Richard S. Sutton
dblp:48/6070
0.1 22005 86 · 13 since 2021 2025 conflict
Brian Tanner
dblp:03/5196
0.1 22005 9 · 2 since 2021 2024 none
Eddie J. Rafols
dblp:90/4182
0.1 12005 2 · 0 since 2021 2005 none
Mark B. Ring
dblp:75/6510
0.1 12005 8 · 0 since 2021 2013 none
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