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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›Cyber-physical and IoT security›state estimation topic 4 papers · 13 experts
Experts on state estimation 13 · 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
Bijaya K. Panigrahi
dblp:58/7077
0.5 12021 104 · 40 since 2021 2026 corroborated
Manav R. Bhatnagar
dblp:54/436
0.5 12021 92 · 15 since 2021 2026 verified
Walid Saad 0001
dblp:41/6237
0.5 12021 399 · 168 since 2021 2026 conflict
Saptarshi Ghosh 0002
dblp:06/900-2
0.5 12021 8 · 6 since 2021 2026 verified
Zuyi Li
dblp:71/7535
0.2 12016 10 · 2 since 2021 2024 verified
Xingdong Liu
dblp:179/0890
0.2 12016 4 · 3 since 2021 2024 none
Xuan Liu 0003
dblp:13/5407-3
0.2 12016 10 · 2 since 2021 2023 conflict
Zhengrui Qin
dblp:74/9826
0.2 12013 18 · 7 since 2021 2025 corroborated
Qun Li 0001
dblp:42/6066-1
0.2 12013 125 · 22 since 2021 2026 verified
Mooi Choo Chuah
dblp:23/5033
0.2 12013 88 · 14 since 2021 2026 verified
Michael K. Reiter
dblp:r/MichaelKReiter
0.1 12009 255 · 37 since 2021 2026 verified
Peng Ning
dblp:76/1374
0.1 12009 131 · 2 since 2021 2026 conflict
Yao Liu 0007
dblp:64/424-7
0.1 12009 93 · 48 since 2021 2026 conflict
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