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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›dependency graph topic 4 papers · 20 experts
Experts on dependency graph 20 · 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
Dan Pei
dblp:p/DanPei
0.7 12023 190 · 80 since 2021 2026 verified
Shenglin Zhang
dblp:54/6434
0.7 12023 88 · 67 since 2021 2026 conflict
Zhenyu Zhong
dblp:36/5105
0.7 12023 21 · 15 since 2021 2026 conflict
Wa Jin
dblp:340/8702
0.7 12023 1 · 1 since 2021 2023 unresolved
Zhengdan Li
dblp:340/8506
0.7 12023 5 · 5 since 2021 2025 corroborated
Sibo Xia
dblp:312/5032
0.7 12023 11 · 11 since 2021 2026 conflict
Bicheng Zhang
dblp:166/9260
0.7 12023 4 · 3 since 2021 2024 conflict
Minghua Ma
dblp:164/6802
0.7 12023 49 · 41 since 2021 2026 verified
Yongqian Sun
dblp:150/3609
0.7 12023 54 · 46 since 2021 2026 verified
Pengxiang Jin
dblp:143/0461
0.7 12023 7 · 7 since 2021 2025 corroborated
Joseph Y. Halpern
dblp:h/JosephYHalpern
0.5 12021 330 · 20 since 2021 2025 verified
Oliver Richardson
dblp:281/7499
0.5 12021 5 · 5 since 2021 2025 none
Baoyuan Wu
dblp:73/7781
0.3 12018 113 · 77 since 2021 2026 conflict
Siwei Lyu
dblp:51/4482
0.3 12018 186 · 86 since 2021 2026 corroborated
Wei Liu 0005
dblp:49/3283-5
0.3 12018 333 · 121 since 2021 2026 conflict
Bernard Ghanem
dblp:37/2516
0.3 12018 221 · 120 since 2021 2026 verified
Klamer Schutte
dblp:67/3023
0.1 12019 23 · 1 since 2021 2023 corroborated
Xiahan Shi
dblp:243/2838
0.1 12019 3 · 1 since 2021 2021 none
Max Welling
dblp:16/2286
0.1 12019 214 · 51 since 2021 2026 verified
Christos Louizos
dblp:144/6942
0.1 12019 23 · 13 since 2021 2025 none
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