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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›Deep learning architectures and training›training dynamics›vanishing and exploding gradients topic 18 papers · 54 experts · broader topic added to organise its sub-topics
Experts on vanishing and exploding gradients 54 · 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
Zakaria Mhammedi
dblp:192/1360
0.3 12017 25 · 16 since 2021 2026 none
Eugene Vorontsov
dblp:168/8394
0.3 12017 8 · 4 since 2021 2024 corroborated
Marcus Frean
dblp:124/2749
0.3 12017 33 · 4 since 2021 2024 verified
John R. Hershey
dblp:60/4794
0.2 12016 105 · 19 since 2021 2025 none
Jonathan Le Roux
dblp:36/4575
0.2 12016 123 · 57 since 2021 2025 conflict
Les E. Atlas
dblp:25/2520
0.2 12016 87 · 1 since 2021 2023 corroborated
Martín Arjovsky
dblp:164/6102
0.2 12016 9 · 1 since 2021 2023 none
Thomas Powers
dblp:152/4045
0.2 12016 7 · 0 since 2021 2018 none
Scott Wisdom
dblp:149/0119
0.2 12016 28 · 17 since 2021 2025 corroborated
Amar Shah 0001
dblp:134/3996-1
0.2 12016 13 · 0 since 2021 2020 corroborated
Razvan Pascanu
dblp:65/8368
0.2 12013 77 · 36 since 2021 2025 corroborated
Tomás Mikolov
dblp:45/8055
0.2 12013 35 · 4 since 2021 2023 reported
Lior Wolf
dblp:83/4103
0.1 12021 268 · 113 since 2021 2026 verified
Michael Rotman
dblp:217/3007
0.1 12021 6 · 5 since 2021 2023 corroborated
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