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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›Deep learning architectures and training›physics-informed neural network topic 157 papers · 587 experts
Sub-topics 1 · with their number of papers; shaded topics divide further
Experts on physics-informed neural network 587 · 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
Nils Thürey
dblp:42/478
2.2 32025 80 · 33 since 2021 2026 verified
Noseong Park
dblp:55/6301
2.0 32025 104 · 72 since 2021 2026 corroborated
Kookjin Lee
dblp:122/5103
2.0 32025 26 · 22 since 2021 2026 conflict
Jun Zhu 0001
dblp:50/2644-1
2.0 32023 368 · 183 since 2021 2026 conflict
Hao Sun 0002
dblp:82/2248-2
2.0 42025 29 · 29 since 2021 2026 conflict
Andrew Gordon Wilson
dblp:65/10453
1.7 32023 117 · 67 since 2021 2025 corroborated
Marc Finzi
dblp:222/3062
1.7 32023 25 · 20 since 2021 2025 none
Mariapaola D'Imperio
dblp:86/7155
1.6 22025 15 · 3 since 2021 2025 verified
Ferdinando Cannella
dblp:85/7751
1.6 22025 17 · 3 since 2021 2025 verified
Andreas Müller 0002
dblp:38/4335-2
1.6 22025 33 · 10 since 2021 2025 conflict
Nima Hosseini Dashtbayaz
dblp:377/3957
1.6 22025 4 · 4 since 2021 2025 none
Marcel Gabriel Lahoud
dblp:343/2329
1.6 22025 2 · 2 since 2021 2025 none
Gabriele Marchello
dblp:320/5612
1.6 22025 2 · 2 since 2021 2025 none
Yingtao Luo
dblp:278/2956
1.5 22025 13 · 13 since 2021 2025 corroborated
Takashi Matsubara 0001
dblp:70/6748-1
1.5 32025 44 · 17 since 2021 2026 verified
Takaharu Yaguchi
dblp:40/8408
1.5 32025 13 · 11 since 2021 2025 corroborated
B. Aditya Prakash
dblp:06/3956
1.4 22024 105 · 39 since 2021 2026 corroborated
Zhongkai Hao
dblp:270/0220
1.3 22023 25 · 24 since 2021 2025 none
Hang Su 0006
dblp:26/5371-6
1.3 22023 187 · 122 since 2021 2026 conflict
Aditi S. Krishnapriyan
dblp:256/5472
1.3 22024 13 · 13 since 2021 2025 reported
Yexiang Xue
dblp:117/4903
1.3 22024 62 · 27 since 2021 2025 corroborated
Jan Peters 0001
dblp:p/JanPeters1
1.2 22025 285 · 100 since 2021 2026 conflict
Naren Ramakrishnan
dblp:r/NarenRamakrishnan
1.2 22023 208 · 36 since 2021 2026 verified
Philipp Grohs
dblp:11/7839
1.0 22022 13 · 6 since 2021 2023 verified
Canqun Yang
dblp:92/2942
1.0 12026 74 · 34 since 2021 2026 verified
Yang Weng
dblp:86/7254
1.0 22021 32 · 21 since 2021 2026 conflict
Martin Bensch
dblp:364/3848
1.0 12026 3 · 3 since 2021 2026 corroborated
Aran Mohammad
dblp:353/5865
1.0 12026 5 · 5 since 2021 2026 corroborated
Wei Wang 0130
dblp:35/7092-130
1.0 12026 10 · 4 since 2021 2026 conflict
Hongzhou Wu
dblp:349/8844
1.0 12026 8 · 8 since 2021 2026 conflict
Shengjun Liu 0002
dblp:30/1120-2
1.0 12026 47 · 26 since 2021 2026 conflict
Tim-Lukas Habich
dblp:287/4817
1.0 12026 6 · 6 since 2021 2026 verified
Simon F. G. Ehlers
dblp:239/5827
1.0 12026 4 · 3 since 2021 2026 corroborated
Moritz Schappler
dblp:173/7711
1.0 12026 17 · 14 since 2021 2026 verified
Zhuo Zhang 0020
dblp:16/1234-20
1.0 12026 8 · 8 since 2021 2026 conflict
Xi Yang 0020
dblp:13/1520-20
1.0 12026 15 · 12 since 2021 2026 conflict
Thomas Seel
dblp:124/0545
1.0 12026 21 · 14 since 2021 2026 verified
Xiajun Jiang
dblp:45/10201
1.0 22024 11 · 10 since 2021 2024 corroborated
Maryam Toloubidokhti
dblp:295/3704
1.0 22024 9 · 9 since 2021 2025 corroborated
Yubo Ye
dblp:246/3643
1.0 22024 6 · 6 since 2021 2026 corroborated
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