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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›regularization for reinforcement learning›critic regularization topic 3 papers · 19 experts · broader topic added to organise its sub-topics
Experts on critic regularization 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
Sergey Levine
dblp:80/7594
0.7 12023 371 · 196 since 2021 2026 verified
Ruslan Salakhutdinov
dblp:62/5884
0.7 12023 225 · 80 since 2021 2025 verified
Matthieu Geist
dblp:38/6508
0.7 12023 96 · 43 since 2021 2025 reported
Benjamin Eysenbach
dblp:192/1863
0.7 12023 52 · 44 since 2021 2025 verified
Rob Fergus
dblp:77/3763
0.5 12021 84 · 24 since 2021 2025 none
Ofir Nachum
dblp:190/7259
0.5 12021 49 · 28 since 2021 2024 none
Ilya Kostrikov
dblp:151/8834
0.5 12021 20 · 12 since 2021 2024 none
Jonathan Tompson
dblp:139/0769
0.5 12021 28 · 12 since 2021 2025 none
Nicolas Heess
dblp:76/9181
0.4 12020 88 · 35 since 2021 2025 verified
Ziyu Wang 0001
dblp:73/4689-1
0.4 12020 17 · 2 since 2021 2021 conflict
Nando de Freitas
dblp:42/631
0.4 12020 89 · 6 since 2021 2024 corroborated
Alexander Novikov 0001
dblp:282/6085-1
0.4 12020 9 · 2 since 2021 2025 none
Noah Y. Siegel
dblp:259/1484
0.4 12020 4 · 2 since 2021 2024 none
Konrad Zolna
dblp:192/1240
0.4 12020 14 · 3 since 2021 2024 none
Scott E. Reed
dblp:178/2861
0.4 12020 17 · 1 since 2021 2024 none
Josh Merel
dblp:139/1361
0.4 12020 20 · 6 since 2021 2024 none
Bobak Shahriari
dblp:127/6914
0.4 12020 9 · 3 since 2021 2025 none
Caglar Gulcehre
dblp:125/2132
0.4 12020 41 · 16 since 2021 2026 verified
Jost Tobias Springenberg
dblp:116/6517
0.4 12020 31 · 7 since 2021 2025 none
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