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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›sparse reward learning topic 3 papers · 19 experts
Experts on sparse reward learning 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
Honglak Lee
dblp:58/2562
0.5 12021 177 · 77 since 2021 2025 corroborated
Anthony Liang
dblp:277/5737
0.5 12021 3 · 3 since 2021 2024 none
Wilka Carvalho
dblp:230/3919
0.5 12021 9 · 8 since 2021 2025 none
Kimin Lee
dblp:183/6849
0.5 12021 59 · 43 since 2021 2026 corroborated
Sungryull Sohn
dblp:172/9884
0.5 12021 22 · 15 since 2021 2025 verified
Richard L. Lewis
dblp:12/590
0.5 12021 26 · 9 since 2021 2024 corroborated
Satinder Singh 0001
dblp:09/3058
0.5 12021 181 · 32 since 2021 2025 conflict
Pieter Abbeel
dblp:a/PieterAbbeel
0.3 12017 330 · 127 since 2021 2026 verified
Peter Welinder
dblp:76/8107
0.3 12017 10 · 2 since 2021 2022 none
Bob McGrew
dblp:48/9529
0.3 12017 5 · 1 since 2021 2022 none
Dwight Crow
dblp:209/4934
0.3 12017 2 · 0 since 2021 2019 none
Alex Ray
dblp:198/0731
0.3 12017 4 · 1 since 2021 2022 none
Rachel Fong
dblp:198/0628
0.3 12017 2 · 0 since 2021 2017 none
Josh Tobin
dblp:194/3489
0.3 12017 4 · 0 since 2021 2019 none
Wojciech Zaremba
dblp:15/7858
0.3 12017 17 · 0 since 2021 2019 none
Jonas Schneider 0002
dblp:136/8459-2
0.3 12017 4 · 0 since 2021 2018 none
Marcin Andrychowicz
dblp:119/4947
0.3 12017 16 · 4 since 2021 2022 none
Ankur Mali
dblp:331/1072
0.2 12023 21 · 15 since 2021 2026 verified
Alexander Ororbia
dblp:160/1683
0.2 12023 43 · 19 since 2021 2026 verified
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