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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.
Theoretical computer science›Mathematical optimization›optimization for machine learning›differentiable optimization topic 6 papers · 33 experts · broader topic added to organise its sub-topics
Experts on differentiable optimization 33 · 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
Igor T. Podolak
dblp:99/2808
0.9 12025 19 · 7 since 2021 2026 verified
Brice Hoffmann
dblp:92/7102
0.9 12025 3 · 1 since 2021 2025 corroborated
Bin Li 0025
dblp:89/6764-25
0.9 12025 98 · 52 since 2021 2026 conflict
Arnaud Blondel
dblp:77/2044
0.9 12025 3 · 1 since 2021 2025 corroborated
Sebastian Pokutta
dblp:75/7718
0.9 12025 86 · 48 since 2021 2026 verified
Fangzhou Zhu
dblp:74/8725
0.9 12025 17 · 10 since 2021 2025 conflict
Arthur Carré
dblp:410/7782
0.9 12025 1 · 1 since 2021 2025 none
Noémie Bergues
dblp:410/7660
0.9 12025 1 · 1 since 2021 2025 none
Paul Join-Lambert
dblp:410/7290
0.9 12025 1 · 1 since 2021 2025 none
Michal B. Bednarczyk
dblp:401/7748
0.9 12025 1 · 1 since 2021 2025 none
Aldo Kiem
dblp:398/3268
0.9 12025 1 · 1 since 2021 2025 none
Konrad Mundinger
dblp:372/4282
0.9 12025 1 · 1 since 2021 2025 none
Zijie Geng
dblp:320/7568
0.9 12025 16 · 16 since 2021 2026 reported
Hamza Tajmouati
dblp:317/3405
0.9 12025 2 · 2 since 2021 2025 none
Jacek Tabor
dblp:31/5172
0.9 12025 88 · 56 since 2021 2026 verified
Jie Wang 0005
dblp:29/5259-5
0.9 12025 99 · 67 since 2021 2026 conflict
Max Zimmer
dblp:276/5900
0.9 12025 11 · 11 since 2021 2025 reported
Feng Wu 0001
dblp:25/3972-1
0.9 12025 587 · 182 since 2021 2026 conflict
Jianye Hao
dblp:21/7664
0.9 12025 288 · 207 since 2021 2026 verified
Xijun Li
dblp:203/0784
0.9 12025 29 · 26 since 2021 2025 conflict
Lukasz Struski
dblp:120/7679
0.9 12025 33 · 21 since 2021 2026 verified
Christoph Spiegel 0002
dblp:07/3372-2
0.9 12025 4 · 4 since 2021 2025 verified
Felix Wechsler
dblp:392/1571
0.3 12026 2 · 2 since 2021 2026 corroborated
Riccardo Rizzo
dblp:27/2866
0.3 12026 43 · 4 since 2021 2026 conflict
Christophe Moser
dblp:179/6330
0.3 12026 6 · 6 since 2021 2026 corroborated
Dylan Lim
dblp:351/3536
0.3 12025 1 · 1 since 2021 2025 none
Siyi Gu
dblp:323/5349
0.3 12025 11 · 11 since 2021 2025 corroborated
Fan-Yun Sun
dblp:227/3016
0.3 12025 14 · 11 since 2021 2026 none
Goutam Bhat
dblp:190/7682
0.3 12025 18 · 8 since 2021 2026 none
Nick Haber
dblp:179/4983
0.3 12025 40 · 34 since 2021 2026 corroborated
Manling Li
dblp:178/3620
0.3 12025 41 · 34 since 2021 2026 corroborated
Federico Tombari
dblp:16/3539
0.3 12025 255 · 138 since 2021 2026 verified
Jiajun Wu 0001
dblp:117/4768
0.3 12025 214 · 144 since 2021 2026 conflict
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