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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›feature modulation topic 5 papers · 21 experts
Experts on feature modulation 21 · 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
Marc Brockschmidt
dblp:80/8292
0.4 12020 31 · 5 since 2021 2023 none
Volodymyr Kuleshov
dblp:81/8612
0.4 12019 43 · 28 since 2021 2025 corroborated
Stefano Ermon
dblp:47/8135
0.4 12019 270 · 147 since 2021 2025 verified
Sawyer Birnbaum
dblp:227/2318
0.4 12019 2 · 0 since 2021 2019 none
S. Zayd Enam
dblp:205/2683
0.4 12019 1 · 0 since 2021 2019 none
Pang Wei Koh
dblp:10/10453
0.4 12019 42 · 28 since 2021 2025 corroborated
Aaron C. Courville
dblp:56/1688
0.3 12018 159 · 71 since 2021 2025 verified
Ethan Perez
dblp:192/1812
0.3 12018 24 · 18 since 2021 2026 reported
Florian Strub
dblp:177/9007
0.3 12018 21 · 11 since 2021 2025 corroborated
Harm de Vries
dblp:153/2672
0.3 12018 16 · 5 since 2021 2024 none
Vincent Dumoulin
dblp:133/8606
0.3 12018 16 · 8 since 2021 2025 corroborated
Gang He 0002
dblp:96/3183-2
0.2 12022 48 · 22 since 2021 2026 conflict
Li Xu 0008
dblp:85/2168-8
0.2 12022 10 · 10 since 2021 2026 conflict
Shuyuan Yang 0001
dblp:81/2383
0.2 12022 284 · 172 since 2021 2026 conflict
Chang Wu 0001
dblp:77/928-1
0.2 12022 8 · 8 since 2021 2026 verified
Yu-Wing Tai
dblp:40/566
0.2 12022 172 · 61 since 2021 2026 verified
Ming Sun 0008
dblp:39/1471-8
0.2 12022 32 · 22 since 2021 2025 conflict
Kepeng Xu
dblp:247/4181
0.2 12022 14 · 9 since 2021 2026 corroborated
Yinghui Xing
dblp:218/2673
0.2 12022 41 · 40 since 2021 2026 verified
Yanning Zhang 0001
dblp:14/6655
0.2 12022 540 · 308 since 2021 2026 conflict
Yan Zhang 0127
dblp:04/3348-127
0.2 12022 5 · 5 since 2021 2024 verified
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