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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›Efficient and distributed learning›data-efficient learning›data-efficient fine-tuning topic 5 papers · 22 experts · broader topic added to organise its sub-topics
Experts on data-efficient fine-tuning 22 · 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
Branislav Kveton
dblp:92/5526
0.9 12025 105 · 43 since 2021 2026 corroborated
Yang Liu 0003
dblp:51/3710-3
0.9 12025 609 · 343 since 2021 2026 conflict
Chao Shen 0001
dblp:48/4825-1
0.9 12025 177 · 144 since 2021 2026 conflict
Qifan Wang 0001
dblp:33/8610-1
0.9 12025 138 · 109 since 2021 2026 conflict
Barry Menglong Yao
dblp:321/0881
0.9 12025 3 · 3 since 2021 2025 corroborated
Rohan Deb
dblp:305/0597
0.9 12025 6 · 6 since 2021 2025 none
Kousha Kalantari
dblp:175/1514
0.9 12025 7 · 4 since 2021 2025 corroborated
Shiqing Ma
dblp:172/8745
0.9 12025 91 · 63 since 2021 2026 conflict
Gaurush Hiranandani
dblp:172/6114
0.9 12025 15 · 6 since 2021 2025 corroborated
Juan Zhai
dblp:154/5678
0.9 12025 46 · 25 since 2021 2026 verified
Kiran Koshy Thekumparampil
dblp:142/2840
0.9 12025 16 · 9 since 2021 2025 none
Tianlin Li
dblp:137/8830
0.9 12025 49 · 40 since 2021 2026 conflict
Lifu Huang
dblp:127/0072
0.9 12025 76 · 50 since 2021 2026 conflict
Xiaoyu Zhang 0013
dblp:12/5927-13
0.9 12025 11 · 10 since 2021 2026 conflict
Shoham Sabach
dblp:09/10871
0.9 12025 17 · 14 since 2021 2025 verified
Heereen Shim
dblp:204/6836
0.6 12022 3 · 3 since 2021 2025 corroborated
Gang Xiong 0001
dblp:96/372-1
0.3 12025 197 · 141 since 2021 2026 conflict
Jie Cheng 0009
dblp:90/1457-9
0.3 12025 5 · 5 since 2021 2025 conflict
Ruixi Qiao
dblp:389/2954
0.3 12025 3 · 3 since 2021 2026 unresolved
Yingwei Ma
dblp:337/0877
0.3 12025 13 · 13 since 2021 2026 conflict
Qinghai Miao
dblp:33/1250
0.3 12025 19 · 14 since 2021 2026 corroborated
Binhua Li
dblp:236/5662
0.3 12025 20 · 18 since 2021 2026 conflict
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