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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›Trustworthy machine learning›causal machine learning›causal model evaluation topic 4 papers · 16 experts · broader topic added to organise its sub-topics
Experts on causal model evaluation 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
Ben Glocker
dblp:86/2890
0.7 12023 130 · 40 since 2021 2026 verified
Daniel C. Castro
dblp:255/6967
0.7 12023 19 · 10 since 2021 2025 conflict
Miguel Monteiro
dblp:223/6045
0.7 12023 7 · 5 since 2021 2024 conflict
Fabio De Sousa Ribeiro
dblp:222/8450
0.7 12023 17 · 12 since 2021 2025 corroborated
Nick Pawlowski
dblp:198/1040
0.7 12023 15 · 10 since 2021 2024 corroborated
Amanda Gentzel
dblp:60/8269
0.4 12019 5 · 1 since 2021 2021 none
David D. Jensen
dblp:38/828
0.4 12019 69 · 5 since 2021 2025 verified
Dan Garant
dblp:160/4335
0.4 12019 2 · 0 since 2021 2019 none
Yanghua Xiao
dblp:96/999
0.3 12025 240 · 161 since 2021 2026 conflict
Jun Huang 0007
dblp:51/5022-7
0.3 12025 79 · 64 since 2021 2026 conflict
Bei Yang
dblp:44/1249
0.3 12025 21 · 15 since 2021 2026 conflict
Zhixu Li
dblp:38/3988
0.3 12025 214 · 99 since 2021 2026 conflict
Xiangru Zhu
dblp:313/9487
0.3 12025 8 · 8 since 2021 2026 corroborated
Penglei Sun
dblp:313/9173
0.3 12025 10 · 10 since 2021 2026 corroborated
Yaoxian Song
dblp:241/9412
0.3 12025 11 · 10 since 2021 2025 corroborated
Chengyu Wang 0001
dblp:135/5147-1
0.3 12025 99 · 75 since 2021 2026 conflict
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