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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›verification›graph neural network verification topic 3 papers · 14 experts · broader topic added to organise its sub-topics
Experts on graph neural network verification 14 · 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
Marta Z. Kwiatkowska
dblp:k/MartaZKwiatkowska
1.0 12026 204 · 43 since 2021 2026 verified
Chia-Hsuan Lu
dblp:290/8038
1.0 12026 7 · 7 since 2021 2026 corroborated
Minghao Liu 0001
dblp:119/3234-1
1.0 12026 19 · 15 since 2021 2026 conflict
Qi Qi 0001
dblp:80/6406-1
0.9 12025 228 · 160 since 2021 2026 conflict
Jianxin Liao
dblp:60/4951
0.9 12025 241 · 150 since 2021 2026 conflict
Jingyu Wang 0001
dblp:37/2749-1
0.9 12025 265 · 182 since 2021 2026 conflict
Haodong Deng
dblp:369/8352
0.9 12025 5 · 5 since 2021 2026 conflict
Zirui Zhuang
dblp:235/7014
0.9 12025 82 · 76 since 2021 2026 verified
Xingyu Zeng
dblp:135/4927
0.9 12025 27 · 10 since 2021 2026 conflict
Haifeng Sun 0001
dblp:00/11044-1
0.9 12025 166 · 131 since 2021 2026 conflict
Shiqiang Zhang
dblp:43/8958
0.8 12024 30 · 18 since 2021 2026 conflict
Juan S. Campos
dblp:219/7664
0.8 12024 3 · 3 since 2021 2025 none
Christopher Hojny
dblp:181/3566
0.8 12024 15 · 13 since 2021 2026 verified
Ruth Misener
dblp:04/8800
0.8 12024 21 · 13 since 2021 2025 verified
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