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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›Graph learning›graph neural network›expressive power›depth separation topic 24 papers · 46 experts · broader topic added to organise its sub-topics
Experts on depth separation 46 · 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
Itay Safran
dblp:172/0921
2.9 52025 13 · 8 since 2021 2026 none
Ohad Shamir
dblp:12/5897
2.2 52024 122 · 34 since 2021 2026 none
Daniel Reichman 0001
dblp:95/1753
1.6 22025 37 · 15 since 2021 2025 verified
Paul Valiant
dblp:82/2417
1.6 22025 37 · 12 since 2021 2026 conflict
Jason D. Lee
dblp:88/3262
1.2 22023 148 · 94 since 2021 2026 verified
Shai Shalev-Shwartz
dblp:95/2750
0.9 22021 99 · 5 since 2021 2022 verified
Eran Malach
dblp:202/2566
0.9 22021 29 · 22 since 2021 2025 none
Gennadiy Averkov
dblp:95/7170
0.9 12025 18 · 9 since 2021 2026 verified
Luca Pesce
dblp:321/1650
0.9 12025 8 · 8 since 2021 2025 none
Lenka Zdeborová
dblp:27/6064
0.9 12025 71 · 34 since 2021 2026 verified
Yatin Dandi
dblp:255/6032
0.9 12025 15 · 14 since 2021 2026 none
Florent Krzakala
dblp:25/1282
0.9 12025 98 · 46 since 2021 2026 verified
Christopher Hojny
dblp:181/3566
0.9 12025 15 · 13 since 2021 2026 verified
Maximilian Merkert
dblp:120/2421
0.9 12025 9 · 7 since 2021 2025 verified
Rebecca Willett
dblp:w/RebeccaWillett
0.8 12024 78 · 21 since 2021 2025 verified
Nathan Srebro
dblp:50/3633
0.8 12024 163 · 54 since 2021 2026 verified
Suzanna Parkinson
dblp:289/7216
0.8 12024 2 · 2 since 2021 2025 reported
Greg Ongie
dblp:145/8415
0.8 12024 14 · 5 since 2021 2026 verified
Rong Ge 0001
dblp:89/6869-1
0.7 12023 85 · 27 since 2021 2025 conflict
Yunwei Ren
dblp:294/9141
0.7 12023 6 · 6 since 2021 2026 none
Alex Damian
dblp:294/8851
0.7 12023 10 · 10 since 2021 2025 none
Eshaan Nichani
dblp:260/6510
0.7 12023 12 · 12 since 2021 2026 none
Ronen Eldan
dblp:85/9583
0.6 22019 20 · 8 since 2021 2026 corroborated
Joan Bruna
dblp:44/8776
0.6 12022 74 · 39 since 2021 2025 verified
Tristan Ozuch
dblp:284/8073
0.6 12022 1 · 1 since 2021 2022 none
Samy Jelassi
dblp:222/3149
0.6 12022 17 · 12 since 2021 2025 none
Carles Domingo-Enrich
dblp:216/7444
0.6 12022 18 · 15 since 2021 2025 unresolved
Luca Venturi
dblp:211/8003
0.6 12022 3 · 2 since 2021 2022 none
Matus Telgarsky
dblp:05/9061
0.5 22017 38 · 13 since 2021 2025 verified
Gilad Yehudai
dblp:239/4344
0.5 12021 22 · 19 since 2021 2025 none
Helmut Bölcskei
dblp:97/4598
0.4 12020 117 · 3 since 2021 2026 verified
Guy Bresler
dblp:71/3436
0.4 12020 52 · 21 since 2021 2026 conflict
Dheeraj Nagaraj
dblp:215/5097
0.4 12020 25 · 18 since 2021 2025 none
Dmytro Perekrestenko
dblp:198/1070
0.4 12020 3 · 1 since 2021 2021 reported
R. Ryan Williams
dblp:w/RyanWilliams
0.3 12018 135 · 33 since 2021 2026 verified
David Rolnick
dblp:37/10718
0.3 12018 39 · 27 since 2021 2026 verified
Max Tegmark
dblp:25/6578
0.3 12018 24 · 17 since 2021 2025 verified
Hrushikesh N. Mhaskar
dblp:73/513
0.3 12017 24 · 6 since 2021 2027 verified
Amit Daniely
dblp:19/7805
0.3 12017 42 · 12 since 2021 2025 conflict
Qianli Liao
dblp:137/8406
0.3 12017 6 · 0 since 2021 2019 none
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