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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›Trustworthy machine learning›invariance topic 18 papers · 59 experts · placed by the area most of its papers name
Sub-topics 1 · with their number of papers; shaded topics divide further
Experts on invariance 59 · 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
Stefanie Jegelka
dblp:38/7003
1.7 22025 124 · 59 since 2021 2026 corroborated
Behrooz Tahmasebi
dblp:223/0884
1.7 22025 19 · 13 since 2021 2026 corroborated
Jonas Peters
dblp:48/97
1.0 12026 33 · 13 since 2021 2026 verified
Nicola Gnecco
dblp:329/0472
1.0 12026 3 · 3 since 2021 2026 verified
Sebastian Engelke
dblp:225/7710
1.0 12026 2 · 2 since 2021 2026 none
Niklas Pfister
dblp:222/3117
1.0 12026 14 · 13 since 2021 2026 verified
Patrick Jaillet
dblp:88/7260
0.9 12025 95 · 43 since 2021 2026 verified
Ashkan Soleymani
dblp:270/3353
0.9 12025 10 · 10 since 2021 2026 corroborated
Assaf Schuster
dblp:s/AssafSchuster
0.7 12023 161 · 16 since 2021 2025 verified
Stuart Russell 0001
dblp:r/SJRussell
0.7 12023 163 · 44 since 2021 2025 verified
Matthew Farrugia-Roberts
dblp:317/0188
0.7 12023 3 · 3 since 2021 2023 none
Joar Skalse
dblp:242/8125
0.7 12023 14 · 14 since 2021 2026 reported
Alessandro Abate
dblp:19/3904
0.7 12023 100 · 61 since 2021 2026 verified
Adam Gleave
dblp:189/0008
0.7 12023 14 · 11 since 2021 2026 conflict
Leonardo Cotta
dblp:183/1858
0.7 12023 8 · 4 since 2021 2025 corroborated
Gal Yehuda
dblp:179/2610
0.7 12023 9 · 7 since 2021 2025 none
Chris J. Maddison
dblp:139/1388
0.7 12023 40 · 27 since 2021 2025 corroborated
Bernhard Schölkopf
dblp:97/119
0.5 12021 463 · 165 since 2021 2026 verified
Song Mei
dblp:93/3618
0.5 12021 34 · 29 since 2021 2026 reported
Andrea Montanari
dblp:83/5094
0.5 12021 110 · 14 since 2021 2025 conflict
Antonio Orvieto
dblp:228/9270
0.5 12021 40 · 35 since 2021 2026 corroborated
Luigi Gresele
dblp:211/6114
0.5 12021 13 · 10 since 2021 2025 none
Alexander Neitz
dblp:180/8340
0.5 12021 7 · 6 since 2021 2023 none
Giambattista Parascandolo
dblp:179/2714
0.5 12021 11 · 4 since 2021 2023 none
Theodor Misiakiewicz
dblp:168/8360
0.5 12021 14 · 10 since 2021 2025 verified
Judy Hoffman
dblp:45/10336
0.4 12020 62 · 34 since 2021 2025 verified
Yogesh Balaji
dblp:185/6906
0.4 12020 20 · 8 since 2021 2025 none
Prithvijit Chattopadhyay
dblp:179/2452
0.4 12020 14 · 7 since 2021 2024 corroborated
Karthik Bharath
dblp:68/7510
0.4 12019 9 · 6 since 2021 2025 corroborated
Rachel Carrington
dblp:252/5808
0.4 12019 1 · 0 since 2021 2019 none
Simon Preston
dblp:166/1397
0.4 12019 2 · 0 since 2021 2019 unresolved
Stefano Ermon
dblp:47/8135
0.3 12018 270 · 147 since 2021 2025 verified
Yang Song 0011
dblp:24/4470-11
0.3 12018 33 · 15 since 2021 2025 conflict
Jiaming Song
dblp:173/5104
0.3 12018 66 · 40 since 2021 2026 conflict
Alejandro Ribeiro
dblp:32/15
0.2 12023 201 · 72 since 2021 2025 verified
Ignacio Hounie
dblp:270/4134
0.2 12023 8 · 7 since 2021 2025 none
Luiz F. O. Chamon
dblp:120/6982
0.2 12023 26 · 11 since 2021 2025 verified
Ralf Herbrich
dblp:h/RalfHerbrich
0.2 12022 49 · 4 since 2021 2026 corroborated
David P. Wipf
dblp:81/6421
0.2 12022 97 · 44 since 2021 2025 verified
Junchi Yan
dblp:60/7949
0.2 12022 442 · 330 since 2021 2026 verified
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