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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›Probabilistic and Bayesian machine learning›sampling›unnormalized density sampling topic 6 papers · 22 experts
Experts on unnormalized density sampling 22 · 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
Julius Berner
dblp:227/2217
1.0 22025 16 · 14 since 2021 2025 verified
Lorenz Richter
dblp:211/6288
1.0 22025 11 · 10 since 2021 2025 none
Francis R. Bach
dblp:b/FrancisRBach
0.8 12024 235 · 50 since 2021 2025 verified
Ji Won Park
dblp:83/10554
0.8 12024 6 · 6 since 2021 2025 none
Saeed Saremi
dblp:128/2619
0.8 12024 14 · 10 since 2021 2025 none
Gerhard Neumann
dblp:60/4878
0.5 22025 116 · 49 since 2021 2026 verified
Denis Blessing
dblp:219/1435
0.5 22025 14 · 13 since 2021 2025 none
Xiaogang Jia
dblp:23/10777
0.3 12025 16 · 13 since 2021 2025 conflict
Yoshua Bengio
dblp:56/953
0.2 12023 483 · 150 since 2021 2026 verified
Léna Néhale Ezzine
dblp:320/8272
0.2 12023 2 · 2 since 2021 2025 none
Pablo Lemos
dblp:313/2645
0.2 12023 8 · 8 since 2021 2025 none
Nikolay Malkin
dblp:278/3681
0.2 12023 35 · 34 since 2021 2025 none
Dinghuai Zhang
dblp:241/7050
0.2 12023 33 · 30 since 2021 2025 corroborated
Alexandra Volokhova
dblp:238/0871
0.2 12023 2 · 2 since 2021 2023 none
Salem Lahlou
dblp:228/8314
0.2 12023 13 · 12 since 2021 2026 none
Alex Hernández-García
dblp:213/8573
0.2 12023 11 · 9 since 2021 2025 reported
Tristan Deleu
dblp:192/1896
0.2 12023 13 · 11 since 2021 2025 unresolved
Justin Solomon 0001
dblp:80/5094
0.1 12021 98 · 47 since 2021 2026 verified
Petr Mokrov
dblp:294/4264
0.1 12021 8 · 8 since 2021 2025 none
Alexander Korotin
dblp:209/9906
0.1 12021 33 · 29 since 2021 2025 corroborated
Aude Genevay
dblp:180/1425
0.1 12021 7 · 3 since 2021 2021 none
Evgeny Burnaev
dblp:144/7845
0.1 12021 107 · 61 since 2021 2025 verified
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