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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›Optimization for machine learning›stochastic approximation›linear stochastic approximation topic 7 papers · 18 experts
Experts on linear stochastic approximation 18 · 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 Samsonov
dblp:23/8962
2.0 32026 23 · 22 since 2021 2026 conflict
Alexey Naumov
dblp:196/2848
2.0 32026 22 · 20 since 2021 2026 unresolved
Ilya Levin
dblp:98/514
1.0 12026 17 · 2 since 2021 2026 conflict
Eric Moulines
dblp:54/2358
1.0 22021 146 · 60 since 2021 2026 corroborated
Hoi-To Wai
dblp:29/9875
1.0 22021 54 · 28 since 2021 2025 verified
Alain Durmus
dblp:01/11275
1.0 22021 63 · 48 since 2021 2025 corroborated
Prashanth L. A.
dblp:90/3161
0.8 12024 27 · 11 since 2021 2026 verified
Siva Theja Maguluri
dblp:40/11045
0.8 12024 19 · 10 since 2021 2025 verified
Shubhada Agrawal
dblp:247/9653
0.8 12024 8 · 7 since 2021 2026 none
Kevin Scaman
dblp:149/2625
0.5 12021 27 · 14 since 2021 2025 none
Michael I. Jordan
dblp:j/MichaelIJordan
0.4 12020 478 · 130 since 2021 2026 verified
Peter L. Bartlett
dblp:68/4020
0.4 12020 193 · 45 since 2021 2026 verified
Martin J. Wainwright
dblp:48/6396
0.4 12020 170 · 18 since 2021 2026 verified
Chris Junchi Li
dblp:191/6692
0.4 12020 18 · 9 since 2021 2025 corroborated
Wenlong Mou
dblp:174/0844
0.4 12020 10 · 4 since 2021 2022 unresolved
R. Srikant 0001
dblp:s/RSrikant
0.4 12019 187 · 20 since 2021 2026 verified
Lei Ying 0001
dblp:27/4818
0.4 12019 132 · 40 since 2021 2026 verified
László Györfi
dblp:48/6301
0.0 11984 42 · 4 since 2021 2023 corroborated
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