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›Optimization for machine learning›model-based optimization›sequential model-based optimization topic 3 papers · 16 experts · broader topic added to organise its sub-topics
Experts on sequential model-based optimization 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
Guangyan Zhang
dblp:90/371
0.8 12024 62 · 31 since 2021 2026 conflict
Guanhua He
dblp:85/5460
0.8 12024 20 · 3 since 2021 2024 corroborated
Qi Guo 0001
dblp:67/398-1
0.8 12024 122 · 82 since 2021 2026 conflict
Rui Zhang 0040
dblp:60/2536-40
0.8 12024 100 · 87 since 2021 2026 conflict
Zidong Du
dblp:44/11216
0.8 12024 113 · 86 since 2021 2026 verified
Yiheng Yao
dblp:295/9489
0.8 12024 5 · 5 since 2021 2025 corroborated
Siwei Ye
dblp:279/6847
0.8 12024 4 · 4 since 2021 2025 conflict
Xiaqing Li
dblp:19/1068
0.8 12024 21 · 19 since 2021 2026 corroborated
Yifan Hao 0001
dblp:118/3316-1
0.8 12024 35 · 35 since 2021 2026 conflict
Lars Schmidt-Thieme
dblp:s/LarsSchmidtThieme
0.2 12015 141 · 41 since 2021 2026 verified
Nicolas Schilling
dblp:151/3315
0.2 12015 14 · 0 since 2021 2018 corroborated
Martin Wistuba
dblp:122/8131
0.2 12015 37 · 12 since 2021 2025 none
Balázs Kégl
dblp:k/BalazsKegl
0.1 12011 43 · 4 since 2021 2025 corroborated
Yoshua Bengio
dblp:56/953
0.1 12011 483 · 150 since 2021 2026 verified
James Bergstra
dblp:24/3129
0.1 12011 14 · 0 since 2021 2019 none
Rémi Bardenet
dblp:09/8412
0.1 12011 18 · 5 since 2021 2026 corroborated
page 1 of 1