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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.
Theoretical computer science›Information theory›estimation theory›nonparametric estimation›shape-constrained estimation topic 3 papers · 10 experts · broader topic added to organise its sub-topics
Experts on shape-constrained estimation 10 · 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
Qiyang Han
dblp:191/6708
0.6 12022 3 · 2 since 2021 2026 none
Yandi Shen
dblp:180/8483
0.6 12022 3 · 3 since 2021 2023 corroborated
Ye Luo 0004
dblp:69/8389-4
0.5 12021 46 · 28 since 2021 2026 verified
Scott Kostyshak
dblp:312/4077
0.5 12021 1 · 1 since 2021 2021 none
Iván Fernández-Val
dblp:260/1140
0.5 12021 1 · 1 since 2021 2021 none
Victor Chernozhukov
dblp:206/4935
0.5 12021 7 · 5 since 2021 2023 none
Yury Polyanskiy
dblp:74/8860
0.2 12023 136 · 44 since 2021 2026 corroborated
Soham Jana
dblp:253/7723
0.2 12023 8 · 6 since 2021 2026 corroborated
Anzo Teh
dblp:253/1414
0.2 12023 4 · 3 since 2021 2026 none
Yihong Wu 0001
dblp:24/2219-1
0.2 12023 60 · 15 since 2021 2025 conflict
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