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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›Optimization for machine learning›constrained optimization›constrained learning topic 9 papers · 16 experts · broader topic added to organise its sub-topics
Experts on constrained learning 16 · 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
Alejandro Ribeiro
dblp:32/15
4.5 72024 201 · 72 since 2021 2025 verified
Luiz F. O. Chamon
dblp:120/6982
3.2 52024 26 · 11 since 2021 2025 verified
Ignacio Hounie
dblp:270/4134
2.1 32024 8 · 7 since 2021 2025 none
Juan Elenter
dblp:313/9585
1.3 22024 5 · 5 since 2021 2025 unresolved
Javier Porras-Valenzuela
dblp:368/8138
0.8 12024 1 · 1 since 2021 2024 none
René Vidal
dblp:v/ReneVidal
0.7 12023 195 · 60 since 2021 2025 verified
Qianli Ma 0001
dblp:57/8221-1
0.7 12023 80 · 54 since 2021 2026 conflict
Junhao Zheng
dblp:37/3126
0.7 12023 27 · 24 since 2021 2026 conflict
Huawen Feng
dblp:339/3443
0.7 12023 6 · 6 since 2021 2025 reported
Xichen Shang
dblp:297/9038
0.7 12023 4 · 4 since 2021 2023 corroborated
Juan Cerviño
dblp:248/5607
0.7 12023 8 · 8 since 2021 2025 corroborated
Junlong Liu
dblp:175/1373
0.7 12023 15 · 12 since 2021 2026 conflict
Benjamin D. Haeffele
dblp:153/5467
0.7 12023 26 · 17 since 2021 2025 verified
Navid NaderiAlizadeh
dblp:126/5064
0.6 12022 29 · 10 since 2021 2025 corroborated
Kenneth Lange
dblp:38/6518
0.4 12019 31 · 10 since 2021 2026 corroborated
Joong-Ho Won
dblp:116/5099
0.4 12019 19 · 6 since 2021 2025 reported
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