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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›graph neural network›expressive power›substructure counting topic 5 papers · 18 experts · broader topic added to organise its sub-topics
Experts on substructure counting 18 · 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
Alejandro Ribeiro
dblp:32/15
0.8 12024 201 · 72 since 2021 2025 verified
Junru Zhou
dblp:244/2263
0.8 12024 10 · 7 since 2021 2024 corroborated
Liangcai Gao
dblp:23/7062
0.8 12024 77 · 35 since 2021 2025 conflict
Zuoyu Yan
dblp:203/8184
0.8 12024 10 · 7 since 2021 2025 corroborated
Charilaos I. Kanatsoulis
dblp:176/8106
0.8 12024 16 · 11 since 2021 2025 verified
Zhi Tang 0001
dblp:16/4222-1
0.8 12024 121 · 27 since 2021 2025 conflict
Muhan Zhang
dblp:157/5518
0.8 12024 76 · 63 since 2021 2026 conflict
Shenghong Li 0001
dblp:47/1217-1
0.7 12023 78 · 31 since 2021 2026 conflict
Wenwen Xia
dblp:252/7958
0.7 12023 11 · 11 since 2021 2026 conflict
Stefanos Zafeiriou
dblp:25/1885
0.7 12023 255 · 62 since 2021 2026 verified
Fabrizio Frasca
dblp:228/1840
0.7 12023 16 · 15 since 2021 2026 corroborated
Giorgos Bouritsas
dblp:190/1675
0.7 12023 12 · 6 since 2021 2024 corroborated
Yuchen Li 0001
dblp:143/0258-1
0.7 12023 73 · 42 since 2021 2026 conflict
Michael M. Bronstein
dblp:07/2668
0.7 12023 168 · 73 since 2021 2026 verified
Joan Bruna
dblp:44/8776
0.4 12020 74 · 39 since 2021 2025 verified
Zhengdao Chen
dblp:216/4513
0.4 12020 12 · 7 since 2021 2024 none
Soledad Villar
dblp:150/6522
0.4 12020 17 · 10 since 2021 2025 verified
Lei Chen 0062
dblp:09/3666-62
0.4 12020 6 · 4 since 2021 2025 conflict
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