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›Representation and self-supervised learning›representation learning›disentangled representation learning›weakly supervised disentanglement topic 4 papers · 14 experts · broader topic added to organise its sub-topics
Experts on weakly supervised disentanglement 14 · 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
Ben Poole
dblp:16/10397
0.9 22020 32 · 15 since 2021 2025 none
Lisa Lee
dblp:97/9403
0.4 12020 12 · 6 since 2021 2024 conflict
Bernhard Schölkopf
dblp:97/119
0.4 12020 463 · 165 since 2021 2026 verified
Ruslan Salakhutdinov
dblp:62/5884
0.4 12020 225 · 80 since 2021 2025 verified
Stefano Ermon
dblp:47/8135
0.4 12020 270 · 147 since 2021 2025 verified
Kayhan Batmanghelich
dblp:38/193
0.4 12020 42 · 24 since 2021 2025 verified
Gunnar Rätsch
dblp:33/3796
0.4 12020 122 · 26 since 2021 2026 verified
Francesco Locatello
dblp:195/6074
0.4 12020 74 · 54 since 2021 2025 verified
Benjamin Eysenbach
dblp:192/1863
0.4 12020 52 · 44 since 2021 2025 verified
Junxiang Chen
dblp:173/4611
0.4 12020 32 · 20 since 2021 2026 conflict
Olivier Bachem
dblp:164/7286
0.4 12020 38 · 15 since 2021 2025 none
Michael Tschannen
dblp:134/9824
0.4 12020 37 · 13 since 2021 2025 verified
Chelsea Finn
dblp:131/1783
0.4 12020 159 · 105 since 2021 2025 verified
Shixiang Gu
dblp:121/0550
0.4 12020 38 · 19 since 2021 2024 corroborated
page 1 of 1