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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›Deep learning architectures and training›loss landscape›local minima analysis topic 4 papers · 13 experts · broader topic added to organise its sub-topics
Experts on local minima analysis 13 · 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
Xumei Xi
dblp:275/3433
0.8 12024 4 · 4 since 2021 2025 corroborated
Dogyoon Song
dblp:191/6676
0.8 12024 11 · 7 since 2021 2025 corroborated
Yudong Chen 0001
dblp:15/1975-1
0.8 12024 66 · 24 since 2021 2026 conflict
Thomas Laurent 0001
dblp:47/8889-1
0.3 12018 16 · 9 since 2021 2025 unresolved
James H. von Brecht
dblp:24/9745
0.3 12018 9 · 2 since 2021 2024 none
Rina Panigrahy
dblp:p/RinaPanigrahy
0.2 12014 83 · 9 since 2021 2025 none
Li Zhang 0001
dblp:89/5992-1
0.2 12014 71 · 7 since 2021 2024 conflict
Gregory Valiant
dblp:80/6006
0.2 12014 75 · 18 since 2021 2025 conflict
Alexandr Andoni
dblp:66/6009
0.2 12014 76 · 15 since 2021 2026 verified
Shoudong Huang
dblp:73/3809
0.1 12012 95 · 32 since 2021 2026 verified
Udo Frese
dblp:71/6673
0.1 12012 44 · 8 since 2021 2024 verified
Heng Wang 0002
dblp:61/5618-2
0.1 12012 11 · 7 since 2021 2026 conflict
Gamini Dissanayake
dblp:08/6903
0.1 12012 141 · 4 since 2021 2025 verified
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