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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›Efficient and distributed learning›efficient training›compute-efficient training topic 4 papers · 28 experts · broader topic added to organise its sub-topics
Experts on compute-efficient training 28 · 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
Joel Hestness
dblp:60/3063
0.9 12025 11 · 5 since 2021 2025 corroborated
Shane Bergsma
dblp:57/2540
0.9 12025 32 · 10 since 2021 2025 none
Bin Claire Zhang
dblp:407/6648
0.9 12025 1 · 1 since 2021 2025 none
Mufan Bill Li
dblp:350/5111
0.9 12025 3 · 3 since 2021 2025 none
Lorenzo Noci
dblp:268/6839
0.9 12025 14 · 14 since 2021 2025 none
Nolan Dey
dblp:263/9353
0.9 12025 4 · 4 since 2021 2025 none
Blake Bordelon
dblp:228/6993
0.9 12025 23 · 22 since 2021 2025 reported
Boris Hanin
dblp:205/2534
0.9 12025 15 · 10 since 2021 2025 none
Cengiz Pehlevan
dblp:145/3480
0.9 12025 55 · 43 since 2021 2025 verified
Kurt Keutzer
dblp:k/KurtKeutzer
0.6 12022 272 · 90 since 2021 2026 verified
Jesse Dodge
dblp:49/11425
0.6 12022 29 · 19 since 2021 2025 none
Matthew E. Peters
dblp:48/9898
0.6 12022 23 · 13 since 2021 2024 conflict
Pete Walsh 0001
dblp:315/9281
0.6 12022 9 · 9 since 2021 2025 corroborated
Iz Beltagy
dblp:220/2026
0.6 12022 20 · 15 since 2021 2024 none
Sheng Shen 0001
dblp:138/5764-1
0.6 12022 28 · 20 since 2021 2024 conflict
Aaron C. Courville
dblp:56/1688
0.3 12025 159 · 71 since 2021 2025 verified
Sophie Xhonneux
dblp:368/3552
0.3 12025 3 · 3 since 2021 2025 none
Hongjian Zou
dblp:331/5687
0.3 12025 2 · 2 since 2021 2025 reported
Qian Liu 0033
dblp:33/85-33
0.3 12025 54 · 44 since 2021 2026 conflict
KaShun Shum
dblp:297/9971
0.3 12025 5 · 5 since 2021 2026 corroborated
Yixuan Liao
dblp:256/9320
0.3 12025 3 · 3 since 2021 2025 corroborated
Shengyi Huang
dblp:251/8731
0.3 12025 7 · 7 since 2021 2025 reported
Michael Noukhovitch
dblp:218/6652
0.3 12025 7 · 6 since 2021 2025 none
Seyed Arian Hosseini
dblp:218/5690
0.3 12025 7 · 5 since 2021 2025 none
Rishabh Agarwal
dblp:210/6453
0.3 12025 38 · 32 since 2021 2025 corroborated
Junxian He
dblp:188/6127
0.3 12025 50 · 39 since 2021 2026 verified
Xiaoxin Chen 0001
dblp:17/2084-1
0.3 12025 17 · 17 since 2021 2026 conflict
Yuzhen Huang 0002
dblp:06/4962-2
0.3 12025 3 · 3 since 2021 2025 none
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