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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.
Software engineering, system software, and programming languages›Software testing›mutation testing›deep learning system mutation testing topic 3 papers · 8 experts
Experts on deep learning system mutation testing 8 · 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
Paolo Tonella
dblp:54/2734
1.0 22021 201 · 60 since 2021 2026 verified
Nargiz Humbatova
dblp:251/5495
1.0 22021 10 · 8 since 2021 2026 verified
Gunel Jahangirova
dblp:183/0177
1.0 22021 20 · 13 since 2021 2025 verified
Vincenzo Riccio
dblp:177/1943
0.5 12021 21 · 16 since 2021 2027 verified
Jianjun Zhao 0001
dblp:71/6948-1
0.4 12019 135 · 59 since 2021 2026 conflict
Yang Liu 0003
dblp:51/3710-3
0.4 12019 609 · 343 since 2021 2026 conflict
Lei Ma 0003
dblp:20/6534-3
0.4 12019 157 · 107 since 2021 2026 conflict
Xiaofei Xie
dblp:127/0713
0.4 12019 169 · 128 since 2021 2026 conflict
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