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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›statistical learning theory›regularization theory›spectral norm regularization topic 3 papers · 11 experts · broader topic added to organise its sub-topics
Experts on spectral norm regularization 11 · 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
Vikas Garg 0001
dblp:28/8663
0.8 12024 48 · 27 since 2021 2025 conflict
Rafal Karczewski
dblp:228/6790
0.8 12024 4 · 4 since 2021 2025 none
Amauri H. Souza
dblp:131/3352
0.8 12024 29 · 15 since 2021 2025 corroborated
Thomas Hofmann 0001
dblp:h/ThHofmann
0.4 12020 140 · 46 since 2021 2025 conflict
Kevin Roth
dblp:200/8656
0.4 12020 7 · 2 since 2021 2021 none
Yannic Kilcher
dblp:184/2019
0.4 12020 6 · 2 since 2021 2023 none
Hua Lu 0001
dblp:l/HuaLu
0.3 12025 151 · 48 since 2021 2026 verified
Dalin Zhang 0001
dblp:98/9560-1
0.3 12025 42 · 28 since 2021 2026 conflict
Gang Chen 0001
dblp:67/6383-1
0.3 12025 382 · 167 since 2021 2026 conflict
Huan Li 0003
dblp:55/2893-3
0.3 12025 69 · 60 since 2021 2026 conflict
Yuxuan Yang 0005
dblp:171/1862-5
0.3 12025 1 · 1 since 2021 2025 none
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