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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›constrained optimization›augmented lagrangian method topic 5 papers · 15 experts · broader topic added to organise its sub-topics
Experts on augmented lagrangian method 15 · 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
Sören Laue
dblp:71/5078
0.4 12019 40 · 10 since 2021 2025 verified
Joachim Giesen
dblp:30/3504
0.4 12019 88 · 24 since 2021 2026 verified
Eric Granger
dblp:86/2306
0.1 12021 165 · 67 since 2021 2026 verified
Marco Pedersoli
dblp:81/4503
0.1 12021 75 · 46 since 2021 2026 verified
Ismail Ben Ayed
dblp:68/4478
0.1 12021 147 · 77 since 2021 2026 verified
Jérôme Rony
dblp:220/5733
0.1 12021 8 · 5 since 2021 2025 verified
André F. T. Martins
dblp:m/AndreFTMartins
0.1 12011 104 · 55 since 2021 2026 conflict
Mário A. T. Figueiredo
dblp:f/MarioATFigueiredo
0.1 12011 162 · 15 since 2021 2025 verified
Noah A. Smith
dblp:90/5204
0.1 12011 257 · 83 since 2021 2026 conflict
Pedro M. Q. Aguiar
dblp:53/6053
0.1 12011 51 · 1 since 2021 2022 verified
Eric P. Xing
dblp:36/3855
0.1 12011 407 · 94 since 2021 2026 conflict
Ryota Tomioka
dblp:50/2945
0.1 12010 42 · 4 since 2021 2024 corroborated
Masashi Sugiyama
dblp:35/1228
0.1 12010 410 · 139 since 2021 2026 corroborated
Hisashi Kashima
dblp:27/4448
0.1 12010 181 · 60 since 2021 2026 conflict
Taiji Suzuki
dblp:08/312
0.1 12010 148 · 90 since 2021 2026 verified
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