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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›deep latent variable model topic 13 papers · 40 experts · broader topic added to organise its sub-topics
Sub-topics 3 · with their number of papers; shaded topics divide further
Experts on deep latent variable model 40 · 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
Jes Frellsen
dblp:83/8247
0.7 22019 33 · 23 since 2021 2026 verified
Pierre-Alexandre Mattei
dblp:177/7275
0.7 22019 14 · 10 since 2021 2025 verified
Yutaka Matsuo
dblp:m/YMatsuo
0.6 12022 144 · 56 since 2021 2026 conflict
Wataru Kumagai
dblp:96/311
0.6 12022 23 · 8 since 2021 2025 conflict
Pradeep Ravikumar
dblp:94/3594
0.6 12022 154 · 49 since 2021 2025 corroborated
Shohei Taniguchi
dblp:59/8071
0.6 12022 7 · 4 since 2021 2025 none
Bohdan Kivva
dblp:279/3309
0.6 12022 5 · 5 since 2021 2022 corroborated
Goutham Rajendran
dblp:274/1323
0.6 12022 13 · 12 since 2021 2024 none
Bryon Aragam
dblp:140/7564
0.6 12022 40 · 27 since 2021 2025 none
Yusuke Iwasawa
dblp:117/7377
0.6 12022 43 · 35 since 2021 2026 corroborated
Jianwen Xie
dblp:98/7436
0.5 12021 54 · 36 since 2021 2026 conflict
Ping Li 0001
dblp:62/5860-1
0.5 12021 312 · 157 since 2021 2025 conflict
Pekka Marttinen
dblp:32/894
0.5 12021 49 · 27 since 2021 2026 corroborated
Severi Rissanen
dblp:285/5389
0.5 12021 5 · 5 since 2021 2025 none
Dongsheng An
dblp:173/5382
0.5 12021 15 · 12 since 2021 2026 corroborated
Liping Jing
dblp:54/2770
0.4 12020 145 · 80 since 2021 2026 conflict
Yilin Lyu
dblp:235/0438
0.4 12020 11 · 10 since 2021 2025 none
Alexander J. Smola
dblp:s/AlexanderJSmola
0.4 12019 227 · 21 since 2021 2025 verified
Dean P. Foster
dblp:84/5860
0.4 12019 58 · 11 since 2021 2025 none
Tim Januschowski
dblp:54/8909
0.4 12019 24 · 12 since 2021 2024 corroborated
Yuyang Wang 0001
dblp:43/8355-1
0.4 12019 38 · 28 since 2021 2025 conflict
Ole Winther
dblp:36/1568
0.4 12019 77 · 18 since 2021 2025 corroborated
Yiming Yang 0002
dblp:25/1666-2
0.4 12019 161 · 51 since 2021 2026 conflict
Valentin Liévin
dblp:236/6117
0.4 12019 3 · 1 since 2021 2023 none
Taylor Berg-Kirkpatrick
dblp:22/8160
0.4 12019 89 · 45 since 2021 2025 verified
Danielle C. Maddix
dblp:216/8804
0.4 12019 15 · 13 since 2021 2025 verified
Junxian He
dblp:188/6127
0.4 12019 50 · 39 since 2021 2026 verified
Marco Fraccaro
dblp:178/8585
0.4 12019 6 · 1 since 2021 2025 reported
Lars Maaløe
dblp:157/8377
0.4 12019 11 · 6 since 2021 2025 verified
Jan Gasthaus
dblp:11/5155
0.4 12019 26 · 10 since 2021 2024 verified
Graham Neubig
dblp:03/8155
0.4 12019 336 · 139 since 2021 2026 verified
Joseph Marino
dblp:31/8756
0.3 12018 26 · 12 since 2021 2024 conflict
Yisong Yue
dblp:28/1244
0.3 12018 127 · 59 since 2021 2026 corroborated
Stephan Mandt
dblp:147/5018
0.3 12018 74 · 43 since 2021 2025 verified
Matthew Hoffman 0001
dblp:07/4433
0.3 12017 43 · 8 since 2021 2024 none
Søren Hauberg
dblp:39/7226
0.3 12025 66 · 33 since 2021 2025 verified
Stas Syrota
dblp:386/2918
0.3 12025 2 · 2 since 2021 2025 none
Johnny Xi
dblp:374/6660
0.3 12025 3 · 3 since 2021 2025 none
Yevgen Zainchkovskyy
dblp:311/3943
0.3 12025 3 · 3 since 2021 2025 none
Benjamin Bloem-Reddy
dblp:182/8938
0.3 12025 8 · 5 since 2021 2025 none
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