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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›Probabilistic and Bayesian machine learning›structured models›latent variable model›spectral learning topic 22 papers · 55 experts · broader topic added to organise its sub-topics
Experts on spectral learning 55 · 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
Massimiliano Pontil
dblp:67/557
0.9 22024 156 · 41 since 2021 2026 corroborated
Alex Kulesza
dblp:61/4512
0.8 32018 39 · 8 since 2021 2026 none
Satinder Singh 0001
dblp:09/3058
0.8 32018 181 · 32 since 2021 2025 conflict
Nan Jiang 0008
dblp:06/4489-8
0.8 32018 59 · 37 since 2021 2025 conflict
Vladimir Kostic
dblp:94/879
0.8 12024 12 · 12 since 2021 2025 none
Michele Parrinello
dblp:72/809
0.8 12024 3 · 2 since 2021 2024 none
Timothée Devergne
dblp:378/6315
0.8 12024 3 · 3 since 2021 2025 none
Marie-Pierre Étienne
dblp:238/6200
0.8 12024 1 · 1 since 2021 2024 none
Marie du Roy de Chaumaray
dblp:223/8379
0.8 12024 1 · 1 since 2021 2024 none
Salima El Kolei
dblp:213/0566
0.8 12024 1 · 1 since 2021 2024 none
Matthieu Marbac
dblp:165/2380
0.8 12024 2 · 1 since 2021 2024 unresolved
Shay B. Cohen
dblp:04/5629
0.4 22015 98 · 30 since 2021 2026 corroborated
Ashish Agarwal
dblp:98/5397
0.4 12019 12 · 1 since 2021 2025 conflict
David Pfau
dblp:93/8411
0.4 12019 12 · 3 since 2021 2025 corroborated
Stig Petersen
dblp:41/5781
0.4 12019 14 · 1 since 2021 2023 corroborated
Kimberly L. Stachenfeld
dblp:155/1888
0.4 12019 13 · 10 since 2021 2025 none
David G. T. Barrett
dblp:126/1690
0.4 12019 14 · 4 since 2021 2022 none
Yuval Kluger
dblp:79/5739
0.3 12018 32 · 20 since 2021 2025 verified
Shai Carmi
dblp:71/3662
0.3 12018 5 · 2 since 2021 2026 corroborated
Boaz Nadler
dblp:53/4192
0.3 12018 36 · 7 since 2021 2025 verified
Jun Zhu 0001
dblp:50/2644-1
0.3 12018 368 · 183 since 2021 2026 conflict
Ariel Jaffe
dblp:145/1230
0.3 12018 7 · 2 since 2021 2023 none
Roi Weiss
dblp:126/4999
0.3 12018 11 · 5 since 2021 2025 verified
Yining Wang 0001
dblp:04/7235-1
0.3 12018 31 · 5 since 2021 2024 verified
Geoffrey J. Gordon
dblp:41/487
0.3 22013 101 · 9 since 2021 2025 corroborated
Byron Boots
dblp:27/1803
0.3 22013 98 · 29 since 2021 2025 none
François Denis
dblp:d/FrancoisDenis
0.2 12016 32 · 0 since 2021 2019 none
Hao Wu 0035
dblp:72/4250-35
0.2 12016 9 · 2 since 2021 2026 conflict
Frank Noé
dblp:46/6007
0.2 12016 22 · 12 since 2021 2025 corroborated
Amaury Habrard
dblp:22/2297
0.2 12016 78 · 23 since 2021 2026 corroborated
Mattias Gybels
dblp:139/0628
0.2 12016 2 · 0 since 2021 2016 none
Jimin Song
dblp:85/7592
0.2 12015 3 · 0 since 2021 2015 corroborated
Shashi Narayan
dblp:74/8458
0.2 12015 36 · 11 since 2021 2024 none
Kamalika Chaudhuri
dblp:56/6435
0.2 12015 112 · 46 since 2021 2025 corroborated
Kevin C. Chen
dblp:18/10543
0.2 12015 6 · 0 since 2021 2015 none
Chicheng Zhang
dblp:149/2402
0.2 12015 39 · 23 since 2021 2026 none
Lyle H. Ungar
dblp:u/LyleHUngar
0.2 12014 121 · 25 since 2021 2026 verified
Joelle Pineau
dblp:p/JoellePineau
0.2 12014 131 · 20 since 2021 2024 verified
Dean P. Foster
dblp:84/5860
0.2 12014 58 · 11 since 2021 2025 none
Mahdi Milani Fard
dblp:35/4619
0.2 12014 15 · 1 since 2021 2021 none
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