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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›Graph learning›multimodal graph topic 4 papers · 14 experts
Experts on multimodal graph 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
Rui Liu 0008
dblp:42/469-8
0.9 12025 51 · 45 since 2021 2026 conflict
Zhenqi Jia
dblp:385/9913
0.9 12025 4 · 4 since 2021 2026 reported
Haizhou Li 0001
dblp:36/4118
0.9 12025 731 · 274 since 2021 2026 verified
Berrak Sisman
dblp:184/9511
0.9 12025 53 · 41 since 2021 2026 verified
Yuan Yuan 0001
dblp:64/5845-1
0.3 12026 365 · 149 since 2021 2026 conflict
Benhui Zhang 0001
dblp:220/0777-1
0.3 12026 7 · 6 since 2021 2026 verified
Junyu Gao 0001
dblp:153/4522-1
0.3 12026 86 · 76 since 2021 2026 conflict
Guang Han 0002
dblp:97/7391-2
0.2 12024 21 · 14 since 2021 2026 conflict
Ziyang Li 0001
dblp:90/10939-1
0.2 12024 1 · 1 since 2021 2024 verified
Sam Kwong
dblp:18/30
0.2 12024 555 · 294 since 2021 2027 verified
Haitao Zhao 0004
dblp:00/3855-4
0.2 12024 106 · 102 since 2021 2026 conflict
Jure Leskovec
dblp:l/JureLeskovec
0.1 12018 274 · 88 since 2021 2025 verified
Marinka Zitnik
dblp:53/11277
0.1 12018 56 · 35 since 2021 2026 verified
Monica Agrawal
dblp:211/7671
0.1 12018 10 · 9 since 2021 2025 conflict
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