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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›Efficient and distributed learning›sampling-based training topic 6 papers · 21 experts
Experts on sampling-based training 21 · 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
Hai Jin 0001
dblp:98/4156
0.7 12023 1298 · 561 since 2021 2026 conflict
Xuanhua Shi
dblp:85/5317
0.7 12023 118 · 42 since 2021 2026 corroborated
Ligang He
dblp:36/5655
0.7 12023 122 · 51 since 2021 2026 conflict
Mahmut T. Kandemir
dblp:k/MahmutTKandemir
0.4 12020 584 · 71 since 2021 2026 verified
Mehrdad Mahdavi
dblp:88/4321
0.4 12020 55 · 21 since 2021 2025 corroborated
Anand Sivasubramaniam
dblp:72/3356
0.4 12020 186 · 20 since 2021 2026 verified
Weilin Cong
dblp:203/8227
0.4 12020 10 · 8 since 2021 2026 corroborated
Morteza Ramezani
dblp:149/4523
0.4 12020 5 · 4 since 2021 2024 corroborated
Quanquan Gu
dblp:50/4597
0.4 12019 254 · 135 since 2021 2026 conflict
Yizhou Sun
dblp:37/3868
0.4 12019 205 · 102 since 2021 2026 corroborated
Yewen Wang
dblp:219/8145
0.4 12019 3 · 2 since 2021 2024 unresolved
Ziniu Hu
dblp:180/5436
0.4 12019 42 · 26 since 2021 2025 conflict
Difan Zou
dblp:161/8923
0.4 12019 69 · 54 since 2021 2026 corroborated
Song Jiang 0002
dblp:08/237-2
0.4 12019 9 · 8 since 2021 2024 conflict
Tengfei Ma 0001
dblp:94/9023-1
0.3 12018 60 · 34 since 2021 2025 conflict
Jie Chen 0007
dblp:92/6289-7
0.3 12018 39 · 22 since 2021 2025 conflict
Steffen Rendle
dblp:67/5601
0.3 12018 34 · 6 since 2021 2024 verified
Guy Blanc
dblp:211/7035
0.3 12018 36 · 30 since 2021 2026 corroborated
Cao Xiao
dblp:170/1833
0.3 12018 93 · 53 since 2021 2026 corroborated
Guojie Song
dblp:37/2900
0.1 12019 132 · 64 since 2021 2026 conflict
Ziyao Li
dblp:230/4058
0.1 12019 19 · 15 since 2021 2026 conflict
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