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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›robust graph neural network›node classification robustness topic 3 papers · 17 experts · broader topic added to organise its sub-topics
Experts on node classification robustness 17 · 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
Pan Zhou 0001
dblp:84/6614-1
0.9 12025 266 · 180 since 2021 2026 conflict
Tao Li 0016
dblp:75/4601-16
0.9 12025 84 · 54 since 2021 2026 conflict
Beibei Li 0002
dblp:45/2422-2
0.9 12025 70 · 58 since 2021 2026 conflict
Wengang Ma
dblp:290/6605
0.9 12025 23 · 23 since 2021 2026 corroborated
Wenshan Li 0001
dblp:215/1636-1
0.9 12025 22 · 22 since 2021 2026 conflict
Ao Liu 0005
dblp:182/7579-5
0.9 12025 8 · 8 since 2021 2026 conflict
Michael Witbrock
dblp:w/MichaelJWitbrock
0.8 12024 54 · 31 since 2021 2026 verified
Kai Zhou 0001
dblp:82/1512-1
0.8 12024 44 · 31 since 2021 2026 conflict
Lei Feng 0006
dblp:76/847-6
0.8 12024 108 · 95 since 2021 2026 conflict
Liang Tong
dblp:71/6379
0.8 12024 15 · 6 since 2021 2024 conflict
Robert Amor
dblp:66/1681
0.8 12024 26 · 13 since 2021 2026 corroborated
Yonghua Zhu
dblp:59/4351
0.8 12024 50 · 20 since 2021 2025 conflict
Xiapu Luo
dblp:53/1565
0.8 12024 391 · 260 since 2021 2026 conflict
Yang Chen 0028
dblp:48/4792-28
0.8 12024 18 · 14 since 2021 2025 conflict
Yulin Zhu 0001
dblp:198/8309-1
0.8 12024 19 · 19 since 2021 2026 conflict
Gaolei Li
dblp:176/5848
0.8 12024 95 · 84 since 2021 2026 conflict
Zhenyun Deng
dblp:155/7447
0.8 12024 20 · 12 since 2021 2026 corroborated
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