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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›partially observable reinforcement learning›memory-based learning topic 8 papers · 15 experts · broader topic added to organise its sub-topics
Experts on memory-based learning 15 · 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
Tucker R. Balch
dblp:b/TuckerRBalch
0.1 12008 61 · 14 since 2021 2025 verified
Niyant Krishnamurthi
dblp:16/1967
0.1 12008 2 · 0 since 2021 2017 none
Richard Roberts 0001
dblp:03/4379-1
0.1 12008 10 · 0 since 2021 2014 corroborated
Michael C. Burl
dblp:52/1855
0.0 12000 19 · 0 since 2021 2012 corroborated
Jan Paredis
dblp:58/2013
0.0 11999 14 · 0 since 2021 2017 none
Manuela M. Veloso
dblp:v/ManuelaMVeloso
0.0 11995 292 · 41 since 2021 2026 conflict
Peter Stone 0001
dblp:s/PeterStone
0.0 11995 338 · 92 since 2021 2026 conflict
Andrew McCallum
dblp:m/AndrewMcCallum
0.0 11994 217 · 53 since 2021 2025 conflict
Christopher G. Atkeson
dblp:55/1002
0.0 11994 92 · 9 since 2021 2025 corroborated
Stefan Schaal
dblp:32/3952
0.0 11994 155 · 16 since 2021 2025 corroborated
Derek H. Sleeman
dblp:s/DerekHSleeman
0.0 11993 49 · 0 since 2021 2015 verified
Peter Edwards
dblp:e/PEdwards
0.0 11993 24 · 2 since 2021 2024 verified
Rüdiger Oehlmann
dblp:23/6858
0.0 11993 9 · 0 since 2021 2013 none
Jeffrey Scott Vitter
dblp:v/JeffreyScottVitter
0.0 11992 236 · 7 since 2021 2025 verified
Jyh-Han Lin
dblp:53/2228
0.0 11992 8 · 0 since 2021 2014 none
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