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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›Learning theory›sampling distribution topic 5 papers · 19 experts · placed by the area most of its papers name
Experts on sampling distribution 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
Anshumali Shrivastava
dblp:63/9828
0.5 12021 85 · 47 since 2021 2025 corroborated
Nicholas Meisburger
dblp:272/4345
0.5 12021 3 · 3 since 2021 2023 corroborated
Shabnam Daghaghi
dblp:248/8236
0.5 12021 2 · 2 since 2021 2021 none
Tharun Medini
dblp:228/8074
0.5 12021 8 · 7 since 2021 2023 corroborated
Beidi Chen
dblp:192/1339
0.5 12021 56 · 53 since 2021 2026 conflict
Pieter Abbeel
dblp:a/PieterAbbeel
0.3 12018 330 · 127 since 2021 2026 verified
Yan Duan
dblp:75/3924
0.3 12018 26 · 1 since 2021 2023 conflict
Ilya Sutskever
dblp:60/5276
0.3 12018 46 · 9 since 2021 2025 none
Ge Yang 0003
dblp:48/4561-3
0.3 12018 7 · 5 since 2021 2023 none
Yuhuai Wu
dblp:176/5447
0.3 12018 36 · 25 since 2021 2024 none
Bradly C. Stadie
dblp:166/1368
0.3 12018 9 · 2 since 2021 2025 none
Xi Chen 0022
dblp:16/3283-22
0.3 12018 26 · 5 since 2021 2024 conflict
Rein Houthooft
dblp:147/1120
0.3 12018 13 · 0 since 2021 2018 none
Zeren Tan
dblp:220/5551
0.2 12023 3 · 3 since 2021 2023 none
Tzu-Tsung Wong
dblp:67/123
0.2 12022 21 · 4 since 2021 2026 corroborated
Avinash Ravichandran
dblp:90/4314
0.1 12021 35 · 16 since 2021 2023 none
Guneet S. Dhillon 0001
dblp:217/1770-1
0.1 12021 5 · 3 since 2021 2025 none
Sébastien M. R. Arnold
dblp:206/7057
0.1 12021 8 · 7 since 2021 2025 none
Stefano Soatto
dblp:08/1262
0.1 12021 271 · 72 since 2021 2025 verified
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