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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: SIGIR, WWW, SIGKDD, WSDM, TOIS, ACL +2 · junior 2+ first-author in 5y or senior 5+ papers in 5y · 7,017 experts meet it · 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.
Computer graphics and multimedia›Visualization and visual analytics›dimensionality reduction›dimensionality reduction visualization topic 26 papers · 114 experts · broader topic added to organise its sub-topics
Experts on dimensionality reduction visualization 114 · 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
Holger Theisel
dblp:t/HolgerTheisel
1.0 12026 107 · 11 since 2021 2026 verified
Hanspeter Pfister
dblp:p/HanspeterPfister
1.0 12026 265 · 97 since 2021 2026 verified
Christian Braune
dblp:62/10316
1.0 12026 7 · 2 since 2021 2026 none
Christian Rössl
dblp:55/499
1.0 12026 48 · 9 since 2021 2026 none
Peter K. Sorger
dblp:43/6532
1.0 12026 27 · 13 since 2021 2026 verified
Usha Shalla
dblp:427/9895
1.0 12026 1 · 1 since 2021 2026 none
Dan Freeman
dblp:427/9868
1.0 12026 1 · 1 since 2021 2026 none
Lukas Friesecke
dblp:427/9488
1.0 12026 1 · 1 since 2021 2026 none
Simon Warchol
dblp:304/2276
1.0 12026 6 · 6 since 2021 2026 corroborated
Grace Guo 0001
dblp:267/6769-1
1.0 12026 7 · 7 since 2021 2026 verified
Johannes Knittel
dblp:128/9324
1.0 12026 11 · 11 since 2021 2026 corroborated
Jeremy Muhlich
dblp:01/2426
1.0 12026 8 · 5 since 2021 2026 verified
Qianwen Wang 0001
dblp:84/10143-1
0.9 12025 23 · 16 since 2021 2026 verified
Bum Chul Kwon
dblp:73/1969
0.9 12025 33 · 14 since 2021 2026 verified
Remco Chang
dblp:69/1477
0.9 12025 61 · 21 since 2021 2026 verified
Mark S. Keller
dblp:332/9363
0.9 12025 5 · 5 since 2021 2025 corroborated
Hyeon Jeon
dblp:274/1922
0.9 12025 23 · 23 since 2021 2026 verified
Gabriel Appleby
dblp:266/4901
0.9 12025 10 · 9 since 2021 2026 verified
Camelia D. Brumar
dblp:254/6068
0.9 12025 5 · 5 since 2021 2026 verified
Brian Montambault
dblp:212/5081
0.9 12025 3 · 1 since 2021 2025 none
Dylan Cashman
dblp:206/0045
0.9 12025 10 · 7 since 2021 2026 verified
Jennifer Rogers
dblp:201/3655
0.9 12025 8 · 7 since 2021 2026 corroborated
Martin Wattenberg
dblp:w/MartinWattenberg
0.8 12024 45 · 13 since 2021 2026 verified
Fernanda B. Viégas
dblp:v/FernandaBViegas
0.8 12024 28 · 7 since 2021 2026 verified
Stan Z. Li
dblp:l/StanZLi
0.8 12024 406 · 160 since 2021 2026 verified
Susanne Zabel
dblp:342/4635
0.8 12024 4 · 4 since 2021 2025 corroborated
Yaoting Sun
dblp:334/4504
0.8 12024 1 · 1 since 2021 2024 unresolved
Hanchen Xia
dblp:334/3927
0.8 12024 3 · 3 since 2021 2025 none
Valentina Boeva
dblp:31/6616
0.8 12024 21 · 7 since 2021 2025 verified
Olga Ovcharenko
dblp:295/3570
0.8 12024 5 · 5 since 2021 2026 corroborated
Kay Nieselt
dblp:29/2209
0.8 12024 32 · 12 since 2021 2025 verified
Shivam Raval
dblp:240/7410
0.8 12024 1 · 1 since 2021 2024 none
Zelin Zang
dblp:226/7615
0.8 12024 31 · 29 since 2021 2026 verified
Rita Sevastjanova
dblp:202/9781
0.8 12024 19 · 16 since 2021 2026 verified
Baigui Sun
dblp:186/8016
0.8 12024 35 · 32 since 2021 2026 verified
Yongjie Xu 0001
dblp:123/9257-1
0.8 12024 19 · 16 since 2021 2025 conflict
Shenghui Cheng
dblp:119/3223
0.8 12024 16 · 11 since 2021 2025 conflict
Philipp Hennig
dblp:08/9077
0.8 12024 83 · 43 since 2021 2025 verified
Philipp Nazari
dblp:350/5371
0.7 12023 1 · 1 since 2021 2023 none
Sebastian Damrich
dblp:252/5237
0.7 12023 10 · 9 since 2021 2025 reported
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