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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›probabilistic inference›partition function estimation topic 44 papers · 108 experts · broader topic added to organise its sub-topics
Experts on partition function estimation 108 · 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
Yoshua Bengio
dblp:56/953
1.5 32024 483 · 150 since 2021 2026 verified
Mo Tiwari
dblp:267/5421
1.4 22024 10 · 8 since 2021 2025 none
Michael Chertkov
dblp:00/2960
1.0 32019 33 · 0 since 2021 2020 verified
Aaron C. Courville
dblp:56/1688
0.9 22024 159 · 71 since 2021 2025 verified
Francis R. Bach
dblp:b/FrancisRBach
0.9 12025 235 · 50 since 2021 2025 verified
Asja Fischer
dblp:76/8485
0.9 22020 57 · 29 since 2021 2026 verified
Christian Igel
dblp:38/6146
0.9 22020 115 · 14 since 2021 2024 verified
Michael E. Sander
dblp:285/5131
0.9 12025 10 · 10 since 2021 2025 none
David Holzmüller
dblp:207/7947
0.9 12025 9 · 9 since 2021 2025 none
Tianlin Liu
dblp:20/7667
0.9 12025 20 · 16 since 2021 2025 conflict
Vincent Roulet
dblp:164/6165
0.9 12025 11 · 7 since 2021 2025 unresolved
Oswin Krause
dblp:137/3307
0.9 22020 17 · 4 since 2021 2023 verified
Mathieu Blondel
dblp:05/8614
0.9 12025 45 · 18 since 2021 2025 corroborated
Adrian Weller
dblp:73/8324
0.9 32018 130 · 87 since 2021 2025 corroborated
David Tse
dblp:t/DavidNCTse
0.8 12024 183 · 17 since 2021 2025 verified
Jonathan Scarlett
dblp:78/9667
0.8 12024 113 · 51 since 2021 2026 verified
Mert Pilanci
dblp:45/8056
0.8 12024 74 · 57 since 2021 2026 reported
Colin Sullivan
dblp:340/4199
0.8 12024 4 · 4 since 2021 2025 reported
Eric Luxenberg
dblp:324/5004
0.8 12024 1 · 1 since 2021 2024 none
Cheng-Hao Liu
dblp:279/6331
0.8 12024 7 · 7 since 2021 2025 none
Ryan Kang
dblp:249/4116
0.8 12024 7 · 7 since 2021 2025 unresolved
Tavor Z. Baharav
dblp:242/8888
0.8 12024 9 · 5 since 2021 2024 verified
Dinghuai Zhang
dblp:241/7050
0.8 12024 33 · 30 since 2021 2025 corroborated
Ricky T. Q. Chen
dblp:228/6698
0.8 12024 38 · 34 since 2021 2025 none
Andrej Risteski
dblp:63/11143
0.7 22023 53 · 33 since 2021 2026 none
Rina Dechter
dblp:d/RDechter
0.7 22019 173 · 11 since 2021 2025 none
Qi Lou
dblp:56/11472
0.7 22019 11 · 1 since 2021 2024 conflict
Alexander Ihler
dblp:39/1313
0.7 22019 85 · 10 since 2021 2025 verified
Aapo Hyvärinen
dblp:56/3623
0.7 12023 131 · 13 since 2021 2025 verified
Edward J. Hu
dblp:295/8436
0.7 12023 15 · 10 since 2021 2024 corroborated
Omar Chehab
dblp:271/4406
0.7 12023 5 · 5 since 2021 2025 reported
Salem Lahlou
dblp:228/8314
0.7 12023 13 · 12 since 2021 2026 none
Tristan Deleu
dblp:192/1896
0.7 12023 13 · 11 since 2021 2025 unresolved
Emmanuel Bengio
dblp:137/8040
0.7 12023 24 · 20 since 2021 2025 corroborated
Sungsoo Ahn
dblp:90/5164
0.6 22018 54 · 39 since 2021 2026 conflict
Jinwoo Shin
dblp:31/7062
0.6 22018 196 · 109 since 2021 2025 corroborated
Eric Vanden-Eijnden
dblp:88/7927
0.6 12022 22 · 18 since 2021 2025 none
Eli Upfal
dblp:u/EliUpfal
0.5 12021 179 · 16 since 2021 2026 verified
Arnaud Doucet
dblp:68/1628
0.5 12021 138 · 52 since 2021 2025 corroborated
J. Zico Kolter
dblp:67/2526
0.5 12021 171 · 105 since 2021 2025 verified
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