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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›Knowledge, reasoning and agents›Knowledge representation and reasoning›neuro-symbolic reasoning›differentiable reasoning topic 11 papers · 42 experts · broader topic added to organise its sub-topics
Experts on differentiable reasoning 42 · 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
Hikaru Shindo
dblp:227/1466
1.3 22024 12 · 11 since 2021 2026 corroborated
Bin Guo 0001
dblp:86/2663-1
1.0 12026 354 · 240 since 2021 2026 conflict
Han Wang 0005
dblp:67/1771-5
1.0 12026 28 · 25 since 2021 2026 conflict
Yasan Ding
dblp:245/2848
1.0 12026 22 · 22 since 2021 2026 verified
Jingqi Liu
dblp:23/7840
1.0 12026 10 · 9 since 2021 2026 conflict
Yan Liu 0045
dblp:150/4295-45
1.0 12026 26 · 17 since 2021 2026 conflict
Siegfried Nijssen
dblp:71/709
0.9 12025 81 · 20 since 2021 2025 verified
Lucile Dierckx
dblp:318/0749
0.9 12025 4 · 4 since 2021 2025 corroborated
Alexandre Dubray
dblp:276/3322
0.9 12025 6 · 5 since 2021 2025 corroborated
Edward Grefenstette
dblp:89/9058
0.8 22020 43 · 17 since 2021 2025 corroborated
Faramarz Fekri
dblp:77/2313
0.8 12024 164 · 32 since 2021 2026 verified
Kristian Kersting
dblp:40/3793
0.8 12024 238 · 94 since 2021 2026 verified
Manuel Brack
dblp:326/8265
0.8 12024 16 · 16 since 2021 2025 none
J. Clayton Kerce
dblp:305/7702
0.8 12024 6 · 6 since 2021 2024 none
Siheng Xiong
dblp:277/4221
0.8 12024 10 · 10 since 2021 2026 corroborated
Yuan Yang 0007
dblp:25/1439-7
0.8 12024 7 · 7 since 2021 2025 conflict
Patrick Schramowski
dblp:217/1650
0.8 12024 27 · 24 since 2021 2026 verified
Gopika Sudhakaran
dblp:213/0247
0.8 12024 3 · 3 since 2021 2025 corroborated
Devendra Singh Dhami
dblp:201/2130
0.8 12024 37 · 35 since 2021 2025 verified
Ali Payani
dblp:184/3921
0.8 12024 32 · 30 since 2021 2026 corroborated
Luc De Raedt
dblp:r/LucDeRaedt
0.7 12023 238 · 51 since 2021 2026 verified
Jaron Maene
dblp:286/8819
0.7 12023 6 · 6 since 2021 2025 corroborated
Wenbin Jiang 0002
dblp:96/5583-2
0.6 12022 34 · 14 since 2021 2026 conflict
Jianguo Mao
dblp:312/7610
0.6 12022 7 · 7 since 2021 2024 none
Hong Liu 0007
dblp:29/5010-7
0.6 12022 28 · 12 since 2021 2026 conflict
Qiaoqiao She
dblp:209/9570
0.6 12022 12 · 9 since 2021 2024 none
Yajuan Lyu
dblp:190/7920
0.6 12022 29 · 17 since 2021 2023 none
Mayur Naik
dblp:92/6794
0.5 12021 83 · 27 since 2021 2026 verified
Ziyang Li 0002
dblp:90/10939-2
0.5 12021 13 · 12 since 2021 2026 conflict
Masaaki Nishino
dblp:90/1078
0.5 12021 44 · 21 since 2021 2026 corroborated
Akihiro Yamamoto
dblp:24/5960
0.5 12021 56 · 3 since 2021 2022 conflict
Karan Samel
dblp:223/3208
0.5 12021 6 · 5 since 2021 2023 corroborated
Binghong Chen
dblp:192/2022
0.5 12021 16 · 13 since 2021 2026 conflict
Xujie Si
dblp:142/8449
0.5 12021 31 · 20 since 2021 2025 corroborated
Pasquale Minervini
dblp:58/10142
0.4 12020 62 · 45 since 2021 2026 verified
Tim Rocktäschel
dblp:43/11537
0.4 12020 61 · 32 since 2021 2026 none
Matko Bosnjak
dblp:39/10827
0.4 12020 10 · 4 since 2021 2024 none
Sebastian Riedel 0001
dblp:18/3348-1
0.4 12020 90 · 27 since 2021 2024 corroborated
Richard Evans 0001
dblp:18/6332-1
0.3 12018 9 · 5 since 2021 2023 verified
William W. Cohen
dblp:c/WWCohen
0.3 12017 207 · 26 since 2021 2024 none
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