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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›test generation›automated test generation topic 99 papers · 338 experts · broader topic added to organise its sub-topics
Sub-topics 4 · with their number of papers; shaded topics divide further
Experts on automated test generation 338 · 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
Dominik Safránek
dblp:198/2975
0.9 12025 2 · 2 since 2021 2025 none
Donghwan Shin 0001
dblp:118/8296
0.9 12025 40 · 28 since 2021 2026 verified
Tomás Balyo
dblp:117/4925
0.9 12025 23 · 5 since 2021 2025 none
Roman Barták
dblp:04/5344
0.9 12025 92 · 30 since 2021 2026 verified
Michael Pradel
dblp:25/2188
0.9 22022 89 · 36 since 2021 2025 verified
Noor Nashid
dblp:94/10652
0.8 12024 8 · 8 since 2021 2025 corroborated
Martin T. Vechev
dblp:93/2189
0.8 12024 189 · 83 since 2021 2025 verified
Xiao Yu 0008
dblp:89/2407-8
0.8 12024 55 · 38 since 2021 2026 verified
Jacky W. Keung
dblp:86/7853
0.8 12024 169 · 86 since 2021 2026 verified
Paolo Tonella
dblp:54/2734
0.8 12024 201 · 60 since 2021 2026 verified
Mariano Ceccato
dblp:52/3888
0.8 12024 73 · 26 since 2021 2026 verified
Xing Hu 0008
dblp:49/10052-8
0.8 12024 75 · 70 since 2021 2026 conflict
Zimin Ding
dblp:379/8649
0.8 12024 1 · 1 since 2021 2024 reported
Mobina Shahbandeh
dblp:308/7180
0.8 12024 2 · 2 since 2021 2025 corroborated
Parsa Alian
dblp:307/6555
0.8 12024 3 · 3 since 2021 2025 corroborated
Mark Niklas Müller
dblp:287/4254
0.8 12024 21 · 21 since 2021 2025 verified
Niels Mündler
dblp:245/7560
0.8 12024 6 · 6 since 2021 2025 verified
Shengcheng Yu
dblp:243/7123
0.8 12024 26 · 21 since 2021 2026 verified
Mingzhe Du
dblp:216/5435
0.8 12024 23 · 19 since 2021 2026 conflict
Lei Liu 0062
dblp:21/2715-62
0.8 12024 6 · 6 since 2021 2025 verified
Michele Pasqua
dblp:197/7261
0.8 12024 25 · 21 since 2021 2026 verified
Yuhan Liu 0004
dblp:125/8141-4
0.8 12024 9 · 9 since 2021 2026 verified
Chunrong Fang
dblp:124/0310
0.8 12024 102 · 80 since 2021 2026 verified
Frank Tip
dblp:32/524
0.7 22022 84 · 14 since 2021 2025 corroborated
Richard M. Murray
dblp:m/RichardMMurray
0.7 12023 75 · 9 since 2021 2025 verified
Rongxin Wu
dblp:92/9102
0.7 12023 56 · 34 since 2021 2026 conflict
Mingyuan Xia 0001
dblp:88/611
0.7 12023 21 · 7 since 2021 2026 verified
Pengcheng Zhang 0001
dblp:84/6775-1
0.7 12023 99 · 65 since 2021 2026 conflict
Weizhu Chen
dblp:79/2536
0.7 12023 100 · 66 since 2021 2026 corroborated
Yu Pei 0001
dblp:76/8304-1
0.7 12023 43 · 25 since 2021 2026 verified
Brad A. Myers
dblp:54/1970
0.7 12023 198 · 23 since 2021 2025 verified
Charles Zhang 0001
dblp:51/7008-1
0.7 12023 79 · 42 since 2021 2026 conflict
Yushan Zhang
dblp:50/10702
0.7 12023 18 · 12 since 2021 2026 conflict
Yixiong Chen
dblp:48/8714
0.7 12023 26 · 14 since 2021 2026 conflict
Tao Yue 0002
dblp:40/7423-2
0.7 12023 138 · 54 since 2021 2026 verified
Aaron D. Ames
dblp:39/1463
0.7 12023 121 · 55 since 2021 2025 verified
Jian-Guang Lou
dblp:37/1917
0.7 12023 97 · 53 since 2021 2026 verified
Mingxuan Xiao
dblp:355/3265
0.7 12023 6 · 6 since 2021 2026 corroborated
Matthew C. Davis
dblp:354/8660
0.7 12023 2 · 2 since 2021 2023 corroborated
Huaien Zhang
dblp:353/2415
0.7 12023 3 · 3 since 2021 2026 corroborated
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