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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›Graph learning›graph neural network›graph neural network architecture›higher-order graph neural network topic 7 papers · 37 experts · broader topic added to organise its sub-topics
Experts on higher-order graph neural network 37 · 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
Zhao Li 0007
dblp:l/ZhaoLi-7
1.0 12026 200 · 145 since 2021 2026 conflict
Wei Wu 0011
dblp:95/6985-11
1.0 12026 34 · 25 since 2021 2026 conflict
Shenghui Zhang
dblp:94/9972
1.0 12026 14 · 10 since 2021 2026 conflict
Xin Zhang 0018
dblp:76/1584-18
1.0 12026 13 · 9 since 2021 2026 conflict
Lixin Cui
dblp:72/5436
1.0 12026 62 · 43 since 2021 2026 corroborated
Ye Li 0002
dblp:55/6910-2
1.0 12026 82 · 50 since 2021 2026 conflict
Fangfang Li 0004
dblp:55/1539-4
1.0 12026 19 · 15 since 2021 2026 conflict
Lin Du 0011
dblp:39/5488-11
1.0 12026 2 · 2 since 2021 2026 conflict
Viet Quan Le
dblp:388/1789
1.0 12026 3 · 3 since 2021 2026 reported
Leong Hou U
dblp:38/4996
1.0 12026 113 · 65 since 2021 2026 conflict
Rongqin Chen 0001
dblp:346/0880-1
1.0 12026 6 · 6 since 2021 2026 verified
Florian Scheidl
dblp:329/6261
1.0 12026 3 · 3 since 2021 2026 corroborated
Pak Lon Ip
dblp:300/3964
1.0 12026 10 · 10 since 2021 2026 corroborated
Shachar Klaiman
dblp:292/4347
1.0 12026 2 · 2 since 2021 2026 reported
Lu Bai 0001
dblp:26/1137-1
1.0 12026 121 · 69 since 2021 2026 conflict
Lukas Gianinazzi
dblp:199/6118
1.0 12026 26 · 19 since 2021 2026 verified
Dan Wu 0002
dblp:19/5635-2
1.0 12026 13 · 10 since 2021 2026 conflict
Hangyuan Du
dblp:160/7925
1.0 12026 25 · 21 since 2021 2026 corroborated
Torsten Hoefler
dblp:16/3869
1.0 12026 311 · 150 since 2021 2026 conflict
Grzegorz Kwasniewski
dblp:147/3417
1.0 12026 21 · 15 since 2021 2026 verified
Viet Cuong Ta
dblp:139/0033
1.0 12026 18 · 14 since 2021 2026 verified
Maciej Besta
dblp:136/7953
1.0 12026 58 · 36 since 2021 2026 verified
Fan Mo 0002
dblp:07/4726-2
1.0 12026 7 · 6 since 2021 2026 conflict
Jincheng Li 0004
dblp:03/178-4
1.0 12026 7 · 7 since 2021 2026 conflict
Lichi Zhang
dblp:00/9794
1.0 12026 62 · 47 since 2021 2026 verified
Zengyi Wo
dblp:375/0558
0.9 12025 6 · 6 since 2021 2026 corroborated
Xingcheng Fu
dblp:236/7003
0.9 12025 55 · 54 since 2021 2026 verified
Wenjun Wang 0002
dblp:21/5941-2
0.9 12025 105 · 73 since 2021 2026 conflict
Minglai Shao 0001
dblp:198/3338-1
0.9 12025 67 · 62 since 2021 2027 conflict
Yumeng Wang 0011
dblp:143/1305-11
0.9 12025 1 · 1 since 2021 2025 conflict
Martin Grohe
dblp:g/MGrohe
0.4 12019 184 · 42 since 2021 2026 verified
Jan Eric Lenssen
dblp:195/9868
0.4 12019 34 · 25 since 2021 2025 verified
Martin Ritzert
dblp:194/2447
0.4 12019 9 · 5 since 2021 2025 corroborated
Matthias Fey
dblp:180/9174
0.4 12019 15 · 9 since 2021 2025 corroborated
Christopher Morris 0001
dblp:156/7303
0.4 12019 32 · 22 since 2021 2025 verified
William L. Hamilton
dblp:137/3314
0.4 12019 45 · 15 since 2021 2022 corroborated
Gaurav Rattan
dblp:132/6971
0.4 12019 22 · 7 since 2021 2026 verified
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