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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.
Network and information security›Privacy and data protection›differential privacy›differentially private graph algorithms›differentially private graph neural networks topic 4 papers · 14 experts · broader topic added to organise its sub-topics
Experts on differentially private graph neural networks 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
Haibo Hu 0001
dblp:90/5236-1
1.7 22025 197 · 129 since 2021 2026 conflict
Sen Zhang 0002
dblp:57/6221-2
1.7 22025 20 · 18 since 2021 2026 conflict
Qingqing Ye 0001
dblp:194/0001-1
1.7 22025 105 · 100 since 2021 2026 conflict
Jianliang Xu
dblp:x/JianliangXu
0.9 12025 317 · 138 since 2021 2026 conflict
Xiang Ao 0001
dblp:71/1982-1
0.9 12025 108 · 75 since 2021 2026 conflict
Yang Liu 0200
dblp:51/3710-200
0.9 12025 32 · 27 since 2021 2026 conflict
Renxuan Hou
dblp:414/4572
0.9 12025 1 · 1 since 2021 2025 none
Zhiyu Guo
dblp:290/7015
0.9 12025 6 · 6 since 2021 2026 conflict
Xun Ran
dblp:281/1932
0.9 12025 9 · 9 since 2021 2026 corroborated
Qing He 0003
dblp:14/3700-3
0.9 12025 205 · 78 since 2021 2026 conflict
Aurélien Bellet
dblp:61/8017
0.7 12023 65 · 31 since 2021 2026 corroborated
Daniel Gatica-Perez
dblp:55/1328
0.7 12023 179 · 23 since 2021 2026 verified
Ali Shahin Shamsabadi
dblp:198/1244
0.7 12023 33 · 21 since 2021 2025 conflict
Sina Sajadmanesh
dblp:183/6253
0.7 12023 8 · 5 since 2021 2025 corroborated
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