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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 input generation topic 239 papers · 590 experts
Sub-topics 7 · with their number of papers; shaded topics divide further
Experts on test input generation 590 · 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
Manoel Marques
dblp:200/1153
0.3 12017 1 · 0 since 2021 2017 none
Lingfei Zeng
dblp:200/1110
0.3 12017 1 · 0 since 2021 2017 none
Li Lyna Zhang
dblp:195/5224
0.3 12017 19 · 17 since 2021 2025 conflict
Talia Ringer
dblp:187/8968
0.3 12017 12 · 7 since 2021 2025 verified
Daniel Di Nardo
dblp:133/4699
0.3 12017 6 · 0 since 2021 2017 none
Enhong Chen
dblp:07/258
0.3 12017 714 · 395 since 2021 2026 verified
Daniel Schwartz-Narbonne
dblp:00/7453
0.3 12017 10 · 1 since 2021 2021 reported
Heng Yang 0008
dblp:83/415-8
0.3 12025 7 · 7 since 2021 2025 conflict
Ke Li 0001
dblp:75/6627-1
0.3 12025 109 · 56 since 2021 2026 conflict
Lili Wei 0001
dblp:47/5973-1
0.3 12025 27 · 18 since 2021 2026 verified
Alex Aiken
dblp:a/AAiken
0.2 12016 184 · 33 since 2021 2026 verified
Claudio de la Riva
dblp:85/4311
0.2 12016 18 · 4 since 2021 2026 verified
Nan Li 0008
dblp:84/3795-8
0.2 12016 17 · 1 since 2021 2022 conflict
Christopher A. Gilligan
dblp:79/10996
0.2 12016 18 · 4 since 2021 2025 verified
Xia Zeng
dblp:62/6760
0.2 12016 24 · 17 since 2021 2026 conflict
Yun Guo
dblp:58/8480
0.2 12016 20 · 3 since 2021 2024 conflict
Matthew Patrick
dblp:47/10072
0.2 12016 11 · 0 since 2021 2019 none
Dengfeng Li 0003
dblp:46/5907-3
0.2 12016 4 · 0 since 2021 2018 corroborated
Wujie Zheng
dblp:44/2888
0.2 12016 12 · 3 since 2021 2025 none
Yu Lei 0001
dblp:284/8639-1
0.2 12016 67 · 13 since 2021 2026 conflict
Wing Lam
dblp:25/1049
0.2 12016 33 · 12 since 2021 2025 corroborated
Osbert Bastani
dblp:21/11275
0.2 12016 81 · 55 since 2021 2026 verified
Chungha Sung
dblp:190/1254
0.2 12016 10 · 4 since 2021 2025 corroborated
Matthew D. Castle
dblp:184/8074
0.2 12016 1 · 0 since 2021 2016 reported
Jingshu Liu
dblp:184/8071
0.2 12016 5 · 2 since 2021 2023 corroborated
Haider Riaz Khan
dblp:184/8053
0.2 12016 1 · 0 since 2021 2016 reported
Lazaro Clapp
dblp:165/9634
0.2 12016 8 · 3 since 2021 2024 corroborated
Richard O. J. H. Stutt
dblp:159/2712
0.2 12016 3 · 0 since 2021 2020 corroborated
Markus Kusano
dblp:139/6963
0.2 12016 12 · 0 since 2021 2019 none
Nishant Sinha 0001
dblp:07/201-1
0.2 12016 24 · 0 since 2021 2016 none
Yannis Smaragdakis
dblp:s/YSmaragdakis
0.2 22013 101 · 4 since 2021 2025 verified
Christoph Csallner
dblp:44/5831
0.2 22013 32 · 6 since 2021 2026 verified
Kiran Lakhotia
dblp:97/6781
0.2 32011 12 · 0 since 2021 2013 none
Bhanu Pratap Gupta
dblp:92/7992
0.2 22011 2 · 0 since 2021 2011 none
Devang Vira
dblp:78/7992
0.2 22011 2 · 0 since 2021 2011 none
George C. Necula
dblp:n/GeorgeCNecula
0.2 22015 59 · 0 since 2021 2018 none
Wontae Choi
dblp:70/7540
0.2 22015 8 · 0 since 2021 2020 corroborated
Manuel Rigger
dblp:133/8711
0.2 12024 35 · 26 since 2021 2026 verified
Rupak Majumdar
dblp:71/1981
0.2 32008 252 · 59 since 2021 2026 verified
Lu Zhang 0023
dblp:z/LuZhang1
0.2 12015 206 · 47 since 2021 2026 conflict
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