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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›large-scale reinforcement learning›distributed reinforcement learning›actor-learner architecture topic 3 papers · 22 experts · broader topic added to organise its sub-topics
Experts on actor-learner architecture 22 · 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
Joelle Pineau
dblp:p/JoellePineau
0.4 12019 131 · 20 since 2021 2024 verified
Michael G. Rabbat
dblp:47/1744
0.4 12019 75 · 18 since 2021 2025 corroborated
Mido Assran
dblp:216/2717
0.4 12019 15 · 11 since 2021 2025 verified
Joshua Romoff
dblp:192/1508
0.4 12019 9 · 4 since 2021 2024 none
Nicolas Ballas
dblp:120/9066
0.4 12019 36 · 14 since 2021 2025 none
Koray Kavukcuoglu
dblp:92/5497
0.3 12018 42 · 1 since 2021 2022 none
Karen Simonyan
dblp:78/470
0.3 12018 41 · 8 since 2021 2022 corroborated
Rémi Munos
dblp:69/6815
0.3 12018 176 · 39 since 2021 2025 none
Shane Legg
dblp:36/5739
0.3 12018 21 · 5 since 2021 2025 none
Vlad Firoiu
dblp:195/6056
0.3 12018 3 · 1 since 2021 2022 none
Tim Harley
dblp:176/5609
0.3 12018 7 · 0 since 2021 2020 none
Lasse Espeholt
dblp:164/5668
0.3 12018 6 · 0 since 2021 2020 none
Yotam Doron
dblp:161/0858
0.3 12018 2 · 0 since 2021 2020 none
Iain Dunning
dblp:139/0790
0.3 12018 8 · 0 since 2021 2020 corroborated
Hubert Soyer
dblp:131/6291
0.3 12018 8 · 0 since 2021 2020 none
Tom Ward
dblp:10/7210
0.3 12018 1 · 0 since 2021 2018 none
Volodymyr Mnih
dblp:04/1930
0.3 12018 29 · 7 since 2021 2025 none
Hao Wang 0022
dblp:w/HaoWang-22
0.2 12024 67 · 51 since 2021 2026 conflict
Yang Hua 0001
dblp:34/9988
0.2 12024 87 · 60 since 2021 2026 conflict
Jian Li 0008
dblp:33/5448-8
0.2 12024 59 · 38 since 2021 2026 conflict
Hanfei Yu
dblp:278/9811
0.2 12024 11 · 11 since 2021 2026 verified
Xu Yuan 0001
dblp:24/6114-1
0.2 12024 94 · 55 since 2021 2026 verified
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