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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›value function estimation›bellman error topic 3 papers · 14 experts · broader topic added to organise its sub-topics
Experts on bellman error 14 · 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
Michael R. Kosorok
dblp:91/7065
0.7 12023 8 · 4 since 2021 2024 corroborated
Daniel de Marchi
dblp:270/4781
0.7 12023 2 · 1 since 2021 2023 unresolved
Joshua P. Zitovsky
dblp:214/7812
0.7 12023 2 · 1 since 2021 2023 unresolved
Rishabh Agarwal
dblp:210/6453
0.7 12023 38 · 32 since 2021 2025 corroborated
Doina Precup
dblp:p/DoinaPrecup
0.6 12022 218 · 68 since 2021 2026 verified
David Meger
dblp:51/3415
0.6 12022 64 · 27 since 2021 2025 reported
Scott Fujimoto
dblp:215/5503
0.6 12022 13 · 7 since 2021 2025 none
Ofir Nachum
dblp:190/7259
0.6 12022 49 · 28 since 2021 2024 none
Shixiang Gu
dblp:121/0550
0.6 12022 38 · 19 since 2021 2024 corroborated
Michael L. Littman
dblp:l/MLLittman
0.0 12008 144 · 21 since 2021 2026 verified
Lihong Li 0001
dblp:l/LihongLi
0.0 12008 89 · 11 since 2021 2026 conflict
Christopher Painter-Wakefield
dblp:95/3472
0.0 12008 4 · 0 since 2021 2012 none
Gavin Taylor
dblp:37/142
0.0 12008 18 · 5 since 2021 2025 corroborated
Ronald Parr
dblp:26/4670
0.0 12008 57 · 6 since 2021 2025 none
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