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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›Reinforcement learning›policy optimization›KL-regularized RL topic 6 papers · 38 experts · broader topic added to organise its sub-topics
Experts on KL-regularized RL 38 · 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
Yee Whye Teh
dblp:88/2483
0.9 22021 161 · 43 since 2021 2025 verified
Quanquan Gu
dblp:50/4597
0.9 12025 254 · 135 since 2021 2026 conflict
Simon Matrenok
dblp:412/9424
0.9 12025 2 · 2 since 2021 2026 none
Skander Moalla
dblp:336/2569
0.9 12025 5 · 5 since 2021 2026 none
Chenlu Ye
dblp:336/2092
0.9 12025 10 · 10 since 2021 2025 none
Wei Xiong 0015
dblp:33/4054-15
0.9 12025 24 · 23 since 2021 2026 conflict
Heyang Zhao
dblp:304/7850
0.9 12025 14 · 14 since 2021 2027 corroborated
Caglar Gulcehre
dblp:125/2132
0.9 12025 41 · 16 since 2021 2026 verified
Tong Zhang 0001
dblp:07/4227-1
0.9 12025 331 · 128 since 2021 2026 conflict
Harish Ganapathy
dblp:92/5739
0.8 12024 10 · 1 since 2021 2024 none
Alex Beutel
dblp:69/8749
0.8 12024 55 · 15 since 2021 2025 corroborated
Jilin Chen
dblp:50/6953
0.8 12024 42 · 7 since 2021 2024 corroborated
Jong Lee
dblp:42/2948
0.8 12024 8 · 2 since 2021 2025 corroborated
Ahmad Beirami
dblp:41/9367
0.8 12024 63 · 28 since 2021 2025 corroborated
YaGuang Li
dblp:312/5572
0.8 12024 2 · 2 since 2021 2024 none
Heng-Tze Cheng
dblp:30/8739
0.8 12024 14 · 6 since 2021 2024 corroborated
Trevor Strohman
dblp:22/5377
0.8 12024 49 · 36 since 2021 2024 none
Sidharth Mudgal
dblp:150/5903
0.8 12024 5 · 2 since 2021 2024 none
Yanping Huang
dblp:00/10104
0.8 12024 27 · 21 since 2021 2026 conflict
Yarin Gal
dblp:67/9076
0.5 12021 92 · 57 since 2021 2025 verified
Michael A. Osborne
dblp:59/6403
0.5 12021 67 · 25 since 2021 2025 verified
Cong Lu
dblp:31/10768
0.5 12021 16 · 15 since 2021 2025 conflict
Tim G. J. Rudner
dblp:230/3480
0.5 12021 28 · 25 since 2021 2025 verified
Bruno Scherrer
dblp:88/216
0.4 12020 32 · 1 since 2021 2025 corroborated
Rémi Munos
dblp:69/6815
0.4 12020 176 · 39 since 2021 2025 none
Olivier Pietquin
dblp:58/6269
0.4 12020 115 · 31 since 2021 2025 verified
Matthieu Geist
dblp:38/6508
0.4 12020 96 · 43 since 2021 2025 reported
Nino Vieillard
dblp:243/5918
0.4 12020 15 · 11 since 2021 2025 none
Tadashi Kozuno
dblp:207/8504
0.4 12020 22 · 20 since 2021 2025 corroborated
Nicolas Heess
dblp:76/9181
0.4 12019 88 · 35 since 2021 2025 verified
Razvan Pascanu
dblp:65/8368
0.4 12019 77 · 36 since 2021 2025 corroborated
Wojciech Czarnecki 0001
dblp:43/8484-1
0.4 12019 24 · 3 since 2021 2023 verified
Alexandre Galashov
dblp:230/8168
0.4 12019 12 · 10 since 2021 2025 none
Guillaume Desjardins
dblp:23/8911
0.4 12019 12 · 6 since 2021 2024 corroborated
Siddhant M. Jayakumar
dblp:215/5448
0.4 12019 10 · 1 since 2021 2021 none
Jonathan Schwarz
dblp:211/7673
0.4 12019 20 · 12 since 2021 2025 corroborated
Dhruva Tirumala
dblp:190/7697
0.4 12019 10 · 5 since 2021 2025 none
Leonard Hasenclever
dblp:150/1667
0.4 12019 16 · 6 since 2021 2024 corroborated
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