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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›Reinforcement learning›reinforcement learning from human feedback›learning from human feedback topic 28 papers · 129 experts · broader topic added to organise its sub-topics
Sub-topics 3 · with their number of papers; shaded topics divide further
Experts on learning from human feedback 129 · 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
Connor Mattson
dblp:348/6759
1.0 12026 4 · 4 since 2021 2026 corroborated
Jason Weston
dblp:29/6977
1.0 22023 148 · 31 since 2021 2025 none
Yoav Artzi
dblp:32/10489
0.9 22024 45 · 19 since 2021 2026 corroborated
Shuicheng Yan
dblp:y/ShuichengYan
0.9 12025 742 · 153 since 2021 2026 verified
Bo An 0001
dblp:42/6178-1
0.9 12025 251 · 144 since 2021 2026 conflict
Zhenghai Xue
dblp:292/8460
0.9 12025 14 · 14 since 2021 2026 corroborated
Erdem Biyik
dblp:194/2736
0.9 12025 32 · 26 since 2021 2026 verified
Daniel S. Brown
dblp:141/7769
0.9 12025 30 · 18 since 2021 2025 corroborated
Mark K. Ho
dblp:191/6682
0.8 22021 36 · 18 since 2021 2025 verified
Thorsten Joachims
dblp:j/ThorstenJoachims
0.8 12024 140 · 31 since 2021 2026 verified
Maosong Sun 0001
dblp:95/3291
0.8 12024 338 · 171 since 2021 2026 conflict
Qi Liu 0049
dblp:95/2446-49
0.8 12024 45 · 28 since 2021 2026 conflict
Branislav Kveton
dblp:92/5526
0.8 12024 105 · 43 since 2021 2026 corroborated
Wei Zhu 0016
dblp:83/4805-16
0.8 12024 16 · 14 since 2021 2026 conflict
Guo Tong Xie
dblp:73/5346
0.8 12024 69 · 34 since 2021 2024 verified
Yuan Ni
dblp:70/2170
0.8 12024 24 · 9 since 2021 2026 conflict
Adish Singla
dblp:58/657
0.8 12024 109 · 61 since 2021 2026 verified
Zhiyuan Liu 0001
dblp:53/3245-1
0.8 12024 318 · 188 since 2021 2026 conflict
Adam Cahall
dblp:369/3935
0.8 12024 1 · 1 since 2021 2024 none
Shunian Chen
dblp:360/9967
0.8 12024 6 · 6 since 2021 2026 reported
Guanming Yao
dblp:358/4809
0.8 12024 1 · 1 since 2021 2024 none
Georgios Tzannetos
dblp:345/8576
0.8 12024 4 · 4 since 2021 2025 none
Bingxiang He
dblp:322/5932
0.8 12024 7 · 7 since 2021 2026 none
Zhihui Xie 0002
dblp:31/3570-2
0.8 12024 16 · 15 since 2021 2026 corroborated
Lifan Yuan
dblp:305/0572
0.8 12024 18 · 18 since 2021 2025 none
Mukai Li
dblp:279/3018
0.8 12024 13 · 13 since 2021 2026 none
Andi Nika
dblp:268/2761
0.8 12024 7 · 6 since 2021 2025 reported
Aaron D. Tucker
dblp:256/5430
0.8 12024 6 · 5 since 2021 2026 verified
Peiyi Wang
dblp:236/6569
0.8 12024 26 · 24 since 2021 2026 conflict
Ganqu Cui
dblp:232/3064
0.8 12024 28 · 24 since 2021 2025 corroborated
Yazheng Yang
dblp:222/9478
0.8 12024 14 · 10 since 2021 2026 corroborated
Kianté Brantley
dblp:205/2760
0.8 12024 20 · 15 since 2021 2025 corroborated
Subhojyoti Mukherjee
dblp:199/2032
0.8 12024 14 · 12 since 2021 2025 corroborated
Ruobing Xie
dblp:178/8590
0.8 12024 125 · 104 since 2021 2026 conflict
Kousha Kalantari
dblp:175/1514
0.8 12024 7 · 4 since 2021 2025 corroborated
Benyou Wang
dblp:169/1793
0.8 12024 76 · 61 since 2021 2026 conflict
Parameswaran Kamalaruban
dblp:164/7413
0.8 12024 18 · 12 since 2021 2025 corroborated
Yankai Lin 0001
dblp:161/0001-1
0.8 12024 93 · 69 since 2021 2026 conflict
Anusha Lalitha
dblp:153/2158
0.8 12024 11 · 3 since 2021 2024 corroborated
Debmalya Mandal
dblp:151/3685
0.8 12024 30 · 21 since 2021 2025 corroborated
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