Demonstration venue · read-only. Every page can be browsed; the buttons that would change it are switched off. Create an account to run TaxoReview on your own data. A simulation from public publication records: the people listed were not invited and did not agree to review.
? Tutorial for this page

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›automatic differentiation topic 27 papers · 78 experts
Experts on automatic differentiation 78 · 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
Wonyeol Lee 0001
dblp:124/7158
1.9 32024 19 · 9 since 2021 2026 verified
Edouard Pauwels
dblp:52/9593
1.0 22022 17 · 10 since 2021 2025 verified
Jérôme Bolte
dblp:09/1620
1.0 22022 11 · 9 since 2021 2026 verified
Eric P. Xing
dblp:36/3855
1.0 22023 407 · 94 since 2021 2026 conflict
Andrea Walther
dblp:70/592
0.9 12025 7 · 2 since 2021 2025 verified
Peter Ochs
dblp:50/10771
0.9 12025 20 · 8 since 2021 2025 verified
Tim Siebert
dblp:331/0432
0.9 12025 1 · 1 since 2021 2025 none
Sheheryar Mehmood
dblp:268/2704
0.9 12025 3 · 2 since 2021 2025 none
Marius Zeinhofer
dblp:255/5011
0.9 12025 5 · 5 since 2021 2025 reported
Felix Dangel
dblp:236/4218
0.9 12025 14 · 12 since 2021 2025 none
Sören Laue
dblp:71/5078
0.8 22020 40 · 10 since 2021 2025 verified
Joachim Giesen
dblp:30/3504
0.8 22020 88 · 24 since 2021 2026 verified
Matthias Mitterreiter
dblp:231/7634
0.8 22020 9 · 3 since 2021 2023 none
Zheyuan Hu 0002
dblp:270/0713-2
0.8 12024 7 · 6 since 2021 2026 verified
Zekun Shi
dblp:234/8649
0.8 12024 14 · 14 since 2021 2025 corroborated
Sanghyuk Chun
dblp:213/1095
0.8 12024 38 · 31 since 2021 2025 corroborated
Kenji Kawaguchi
dblp:127/7411
0.8 12024 98 · 87 since 2021 2026 conflict
Paavo Parmas
dblp:222/9823
0.7 22022 6 · 4 since 2021 2025 none
Alex Aiken
dblp:a/AAiken
0.7 12023 184 · 33 since 2021 2026 verified
Andrew Gordon Wilson
dblp:65/10453
0.7 12023 117 · 67 since 2021 2025 corroborated
Andres Potapczynski
dblp:255/7271
0.7 12023 11 · 10 since 2021 2025 none
Marc Finzi
dblp:222/3062
0.7 12023 25 · 20 since 2021 2025 none
Sang Keun Choe
dblp:211/6811
0.7 12023 6 · 4 since 2021 2025 none
Geoff Pleiss
dblp:199/1693
0.7 12023 31 · 18 since 2021 2025 none
Pengtao Xie
dblp:133/1998
0.7 12023 61 · 34 since 2021 2026 corroborated
Willie Neiswanger
dblp:120/7593
0.7 12023 38 · 23 since 2021 2026 verified
Samuel Vaiter
dblp:51/10261
0.6 12022 27 · 20 since 2021 2026 verified
Takuma Seno
dblp:208/4788
0.6 12022 8 · 6 since 2021 2025 corroborated
Ryan P. Adams
dblp:32/909
0.5 12021 88 · 16 since 2021 2025 verified
Nick McGreivy
dblp:270/8570
0.5 12021 1 · 1 since 2021 2021 none
Joshua Aduol
dblp:270/8339
0.5 12021 1 · 1 since 2021 2021 none
Deniz Oktay
dblp:191/4654
0.5 12021 6 · 4 since 2021 2025 unresolved
Alex Beatson
dblp:157/6559
0.5 12021 7 · 1 since 2021 2021 none
Xavier Rival
dblp:r/XavierRival
0.4 12020 44 · 7 since 2021 2026 verified
Hongseok Yang
dblp:82/5808
0.4 12020 107 · 18 since 2021 2026 corroborated
Hangyeol Yu
dblp:222/1827
0.4 12020 6 · 3 since 2021 2022 none
Sham M. Kakade
dblp:s/SMKakade
0.3 12018 185 · 64 since 2021 2026 none
Jason D. Lee
dblp:88/3262
0.3 12018 148 · 94 since 2021 2026 verified
Kevin Winner
dblp:63/7635
0.3 12018 5 · 1 since 2021 2021 unresolved
Daniel Sheldon
dblp:58/766
0.3 12018 62 · 20 since 2021 2026 corroborated
page 1 of 2 Next →