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.
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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›diffusion model training›simulation-free training topic 5 papers · 16 experts · broader topic added to organise its sub-topics
Experts on simulation-free training 16 · 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
Dmitry P. Vetrov
dblp:89/3348
1.6 22025 67 · 26 since 2021 2026 verified
Grigory Bartosh
dblp:339/8652
1.6 22025 7 · 7 since 2021 2025 none
Christian A. Naesseth
dblp:146/0902
1.6 22025 22 · 15 since 2021 2025 verified
Stephen Zhang
dblp:286/1481
0.9 12025 7 · 7 since 2021 2025 reported
Michael Stumpf
dblp:28/507
0.9 12025 2 · 1 since 2021 2025 none
Saehoon Kim
dblp:43/10813
0.8 12024 29 · 9 since 2021 2024 corroborated
Yeonwoo Cha
dblp:391/6246
0.8 12024 1 · 1 since 2021 2024 none
Jaehoon Yoo
dblp:289/0340
0.8 12024 5 · 5 since 2021 2025 unresolved
Semin Kim 0002
dblp:22/7219-2
0.8 12024 4 · 4 since 2021 2025 conflict
Seunghoon Hong
dblp:142/3014
0.8 12024 53 · 33 since 2021 2025 none
James M. Rehg
dblp:r/JMRehg
0.1 12021 192 · 49 since 2021 2026 verified
Abhinav Gupta 0001
dblp:36/7024-1
0.1 12021 154 · 33 since 2021 2024 conflict
Meera Hahn
dblp:173/5203
0.1 12021 10 · 7 since 2021 2025 corroborated
Devendra Singh Chaplot
dblp:161/0038
0.1 12021 33 · 15 since 2021 2024 none
Mustafa Mukadam
dblp:153/7747
0.1 12021 29 · 17 since 2021 2025 corroborated
Shubham Tulsiani
dblp:135/6623
0.1 12021 63 · 36 since 2021 2026 corroborated
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