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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›neural operator topic 92 papers · 334 experts
Sub-topics 3 · with their number of papers; shaded topics divide further
Experts on neural operator 334 · 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
Anima Anandkumar
dblp:25/1529
6.7 102025 204 · 107 since 2021 2025 conflict
Kamyar Azizzadenesheli
dblp:176/5584
3.6 52024 41 · 31 since 2021 2025 verified
Siddhartha Mishra
dblp:07/2856
3.0 52025 24 · 24 since 2021 2025 conflict
Zhongkai Hao
dblp:270/0220
2.9 42024 25 · 24 since 2021 2025 none
Takashi Furuya
dblp:171/5364
2.3 32025 8 · 8 since 2021 2026 conflict
Boris Bonev
dblp:199/1689
2.2 32024 6 · 5 since 2021 2025 none
Nikola B. Kovachki
dblp:225/4539
2.0 32025 12 · 11 since 2021 2025 verified
Andrew M. Stuart
dblp:09/6444
1.8 32025 14 · 6 since 2021 2025 verified
George J. Pappas
dblp:p/GeorgeJPappas
1.6 32025 144 · 61 since 2021 2026 verified
Jacob H. Seidman
dblp:234/2021
1.6 32025 5 · 5 since 2021 2025 verified
Paris Perdikaris
dblp:180/9141
1.6 32025 15 · 14 since 2021 2026 conflict
Miguel Liu-Schiaffini
dblp:332/5619
1.6 22025 4 · 4 since 2021 2025 verified
Levi E. Lingsch
dblp:304/9412
1.6 22025 4 · 4 since 2021 2025 verified
Xuesong Zhang 0001
dblp:85/2286-1
1.5 22025 13 · 7 since 2021 2025 conflict
Andrej Risteski
dblp:63/11143
1.5 22025 53 · 33 since 2021 2026 none
Tanya Marwah
dblp:190/7486
1.5 22025 9 · 7 since 2021 2025 unresolved
Julius Berner
dblp:227/2217
1.5 22024 16 · 14 since 2021 2025 verified
Jean Kossaifi
dblp:155/6766
1.5 22024 30 · 12 since 2021 2025 verified
Maarten V. de Hoop
dblp:60/4525
1.4 22024 21 · 15 since 2021 2025 verified
Jun Zhu 0001
dblp:50/2644-1
1.4 22024 368 · 183 since 2021 2026 conflict
Matti Lassas
dblp:40/6277
1.4 22024 17 · 11 since 2021 2026 verified
Chengyang Ying
dblp:296/2065
1.4 22024 15 · 15 since 2021 2025 corroborated
Songming Liu
dblp:285/4585
1.4 22024 11 · 11 since 2021 2025 corroborated
Michael Puthawala
dblp:267/5586
1.4 22024 4 · 4 since 2021 2024 none
Hang Su 0006
dblp:26/5371-6
1.4 22024 187 · 122 since 2021 2026 conflict
Emmanuel de Bézenac
dblp:210/1020
1.4 22024 20 · 14 since 2021 2025 none
Thorsten Kurth
dblp:186/2843
1.4 22024 14 · 6 since 2021 2025 verified
David Z. Pan
dblp:p/DavidZhigangPan
1.3 22024 368 · 89 since 2021 2026 verified
Ray T. Chen
dblp:53/4318
1.3 22024 26 · 15 since 2021 2026 corroborated
Stefano Ermon
dblp:47/8135
1.3 22024 270 · 147 since 2021 2025 verified
Hanqing Zhu
dblp:164/8690
1.3 22024 22 · 20 since 2021 2026 conflict
Jiaqi Gu 0002
dblp:147/1190-2
1.3 22024 49 · 41 since 2021 2026 conflict
Zongyi Li
dblp:209/9986
1.2 22023 44 · 39 since 2021 2026 conflict
Samuel Lanthaler
dblp:249/2295
1.2 22023 6 · 6 since 2021 2023 reported
Bahareh Tolooshams
dblp:223/4389
1.1 22025 11 · 9 since 2021 2025 corroborated
Li Yao 0003
dblp:83/6976-3
1.0 12026 14 · 12 since 2021 2026 verified
Yong Dou
dblp:76/305
1.0 12026 196 · 83 since 2021 2026 conflict
Yingjie Huang 0001
dblp:57/8305-1
1.0 12026 2 · 2 since 2021 2026 conflict
Gudrun Socher
dblp:56/6913
1.0 12026 12 · 5 since 2021 2026 verified
Peng Qiao
dblp:45/10050
1.0 12026 62 · 45 since 2021 2026 conflict
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