Demonstration venue · read-only. Every page can be browsed; the buttons that would change it are switched off. Create an account to run TaxoReview on your own data. A simulation from public publication records: the people listed were not invited and did not agree to review.
? Tutorial for this page

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›probabilistic inference›approximate inference›variational inference›wake-sleep algorithm topic 7 papers · 23 experts · broader topic added to organise its sub-topics
Experts on wake-sleep algorithm 23 · 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
N. Siddharth 0001
dblp:67/8366
0.8 22024 30 · 12 since 2021 2025 verified
Maneesh Sahani
dblp:44/3197
0.8 22020 62 · 13 since 2021 2025 corroborated
Josh Tenenbaum
dblp:t/JoshuaBTenenbaum
0.6 12022 497 · 226 since 2021 2025 verified
Tuan Anh Le 0001
dblp:76/10097-1
0.6 12022 18 · 7 since 2021 2024 none
Samuel Gershman
dblp:44/10432
0.6 12022 59 · 22 since 2021 2025 verified
Katie Collins
dblp:284/4959
0.6 12022 23 · 22 since 2021 2025 verified
Luke Hewitt
dblp:165/0741
0.6 12022 2 · 1 since 2021 2022 unresolved
Kevin Ellis
dblp:150/5951
0.6 12022 31 · 20 since 2021 2025 corroborated
Ted Moskovitz
dblp:259/3088
0.4 12020 13 · 12 since 2021 2025 reported
Li Kevin Wenliang
dblp:255/7009
0.4 12020 9 · 6 since 2021 2024 none
Heishiro Kanagawa
dblp:182/8957
0.4 12020 10 · 4 since 2021 2025 unresolved
Eszter Vértes
dblp:220/5681
0.3 12018 5 · 3 since 2021 2023 none
Brendan J. Frey
dblp:15/1159
0.2 22015 120 · 1 since 2021 2022 none
Christopher G. Lucas
dblp:69/3093
0.2 12024 64 · 32 since 2021 2025 verified
Alessandro B. Palmarini
dblp:349/4414
0.2 12024 1 · 1 since 2021 2024 none
Jimmy Ba
dblp:78/9117
0.2 12015 52 · 23 since 2021 2024 corroborated
Ruslan Salakhutdinov
dblp:62/5884
0.2 12015 225 · 80 since 2021 2025 verified
Roger B. Grosse
dblp:26/7058
0.2 12015 70 · 30 since 2021 2025 none
Hiroyuki Nakahara
dblp:63/4120
0.0 11998 27 · 1 since 2021 2022 corroborated
Shiro Ikeda
dblp:54/4385
0.0 11998 22 · 1 since 2021 2023 corroborated
Shun-ichi Amari
dblp:11/3260
0.0 11998 201 · 3 since 2021 2023 verified
Peter Dayan
dblp:22/522
0.0 11995 157 · 34 since 2021 2026 conflict
Geoffrey E. Hinton
dblp:10/3248
0.0 11995 199 · 11 since 2021 2023 none
page 1 of 1