Demonstration venue · read-only. Every page can be browsed; the buttons that would change it are switched off. Create an account to run TaxoReview on your own data. A simulation from public publication records: the people listed were not invited and did not agree to review.
? Tutorial for this page

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.
Interdisciplinary, comprehensive, and emerging computing›Computational science and engineering›scientific machine learning›physics-informed deep learning topic 5 papers · 23 experts · broader topic added to organise its sub-topics
Experts on physics-informed deep learning 23 · 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
Tengfei Lyu
dblp:270/6737
1.0 12026 17 · 16 since 2021 2026 corroborated
Weijia Zhang 0003
dblp:158/5387-3
1.0 12026 21 · 20 since 2021 2026 conflict
Hao Liu 0026
dblp:09/3214-26
1.0 12026 112 · 91 since 2021 2026 conflict
Binqing Wu
dblp:300/8286
0.9 12025 11 · 11 since 2021 2026 corroborated
Yingtao Luo
dblp:278/2956
0.9 12025 13 · 13 since 2021 2025 corroborated
Shikai Fang
dblp:270/2142
0.9 12025 16 · 13 since 2021 2025 corroborated
Qingsong Wen
dblp:27/561
0.9 12025 135 · 123 since 2021 2026 conflict
Liang Sun 0001
dblp:18/5837-1
0.9 12025 70 · 50 since 2021 2026 conflict
Shahab Azarfar
dblp:371/1023
0.8 12024 1 · 1 since 2021 2024 none
Xinlun Cheng
dblp:371/0944
0.8 12024 1 · 1 since 2021 2024 none
Munho Kim
dblp:371/0900
0.8 12024 1 · 1 since 2021 2024 none
Phong C. H. Nguyen
dblp:318/4390
0.8 12024 1 · 1 since 2021 2024 none
Pradeep K. Seshadri
dblp:318/3924
0.8 12024 1 · 1 since 2021 2024 none
Yen Thi Nguyen
dblp:262/8174
0.8 12024 1 · 1 since 2021 2024 none
Sanghun Choi
dblp:19/11306
0.8 12024 5 · 4 since 2021 2026 corroborated
Stephen Baek
dblp:181/8127
0.8 12024 12 · 5 since 2021 2026 verified
H. S. Udaykumar
dblp:124/5773
0.8 12024 1 · 1 since 2021 2024 none
Nils Thürey
dblp:42/478
0.6 12022 80 · 33 since 2021 2026 verified
Patrick Schnell
dblp:293/4156
0.6 12022 3 · 3 since 2021 2025 none
Philipp Holl
dblp:256/9374
0.6 12022 5 · 3 since 2021 2024 none
M. Maruf
dblp:268/8054
0.5 12021 7 · 7 since 2021 2025 corroborated
Arka Daw
dblp:252/5645
0.5 12021 10 · 9 since 2021 2025 corroborated
Anuj Karpatne
dblp:09/9720
0.5 12021 38 · 20 since 2021 2026 corroborated
page 1 of 1