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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.
Theoretical computer science›Mathematical optimization›continuous optimization›convex optimization›first-order methods›gradient-based optimization›natural gradient topic 7 papers · 18 experts · broader topic added to organise its sub-topics
Experts on natural gradient 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
Matt Jones 0002
dblp:74/1707-2
0.8 12024 13 · 4 since 2021 2025 unresolved
Peter G. Chang
dblp:368/8481
0.8 12024 2 · 2 since 2021 2025 none
Kevin Murphy 0002
dblp:26/2599
0.8 12024 105 · 17 since 2021 2025 conflict
Rumen Dangovski
dblp:207/8546
0.7 12023 12 · 10 since 2021 2024 corroborated
Jiayu Shen
dblp:179/8269
0.7 12023 10 · 7 since 2021 2026 conflict
Marin Soljacic
dblp:131/2044
0.7 12023 20 · 16 since 2021 2025 reported
Seyed Hamed Hassani
dblp:73/4984
0.4 12020 124 · 53 since 2021 2026 verified
Alejandro Ribeiro
dblp:32/15
0.4 12020 201 · 72 since 2021 2025 verified
Zhenfu Wang
dblp:270/8201
0.4 12020 4 · 2 since 2021 2023 none
Zebang Shen
dblp:165/3377
0.4 12020 35 · 14 since 2021 2025 corroborated
Huafei Sun
dblp:32/10590
0.2 12016 12 · 3 since 2021 2025 conflict
Erchuan Zhang
dblp:197/0142
0.2 12016 9 · 7 since 2021 2026 verified
Lin Jiu
dblp:145/2128
0.2 12016 2 · 0 since 2021 2018 corroborated
Nassir Navab
dblp:n/NassirNavab
0.1 12010 709 · 233 since 2021 2026 verified
Darko Zikic
dblp:63/2085
0.1 12010 26 · 0 since 2021 2015 none
Ali Kamen
dblp:38/8280
0.1 12010 47 · 3 since 2021 2024 corroborated
Uttachai Manmontri
dblp:77/276
0.1 12008 3 · 0 since 2021 2008 none
Patrick A. Naylor
dblp:24/5472
0.1 12008 133 · 21 since 2021 2025 verified
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