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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›Probabilistic and Bayesian machine learning›structured models›graphical models›graphical model estimation›sparse graphical models topic 3 papers · 11 experts · broader topic added to organise its sub-topics
Experts on sparse graphical models 11 · 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
Debora S. Marks
dblp:77/5009
0.3 12017 22 · 12 since 2021 2025 verified
John Ingraham
dblp:50/1865
0.3 12017 4 · 0 since 2021 2019 unresolved
Guang Cheng 0003
dblp:99/4812-3
0.2 12015 42 · 23 since 2021 2025 conflict
Han Liu 0001
dblp:35/2899-1
0.2 12015 129 · 38 since 2021 2026 conflict
Will Wei Sun
dblp:213/2696
0.2 12015 12 · 4 since 2021 2024 conflict
Zhaoran Wang 0001
dblp:117/2756-1
0.2 12015 143 · 85 since 2021 2026 conflict
Esther Salazar
dblp:47/8929
0.2 12013 4 · 0 since 2021 2015 none
Lawrence Carin
dblp:23/2168
0.2 12013 365 · 37 since 2021 2025 verified
Ahmad Hariri
dblp:137/3248
0.2 12013 3 · 2 since 2021 2021 none
Adam Gorka
dblp:137/3238
0.2 12013 1 · 0 since 2021 2013 none
Ryan Bogdan
dblp:117/1045
0.2 12013 1 · 0 since 2021 2013 none
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