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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›Generative modeling›diffusion model›geometric diffusion model›SE(3) diffusion model topic 3 papers · 11 experts · broader topic added to organise its sub-topics
Experts on SE(3) diffusion model 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
Quanquan Gu
dblp:50/4597
1.6 22025 254 · 135 since 2021 2026 conflict
Yuning Shen
dblp:344/2269
1.6 22025 4 · 4 since 2021 2025 none
Huizhuo Yuan
dblp:220/1344
1.6 22025 13 · 10 since 2021 2025 none
Bangji Yang
dblp:408/5366
0.9 12025 1 · 1 since 2021 2025 none
Tommi S. Jaakkola
dblp:j/TommiJaakkola
0.7 12023 198 · 66 since 2021 2026 none
Regina Barzilay
dblp:b/ReginaBarzilay
0.7 12023 151 · 36 since 2021 2026 corroborated
Arnaud Doucet
dblp:68/1628
0.7 12023 138 · 52 since 2021 2025 corroborated
Jason Yim
dblp:278/7337
0.7 12023 8 · 7 since 2021 2025 none
Brian L. Trippe
dblp:241/7223
0.7 12023 9 · 7 since 2021 2025 none
Valentin De Bortoli
dblp:224/9338
0.7 12023 34 · 28 since 2021 2025 verified
Emile Mathieu
dblp:223/6084
0.7 12023 14 · 10 since 2021 2024 none
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