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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.
Databases, data mining, and information retrieval›Recommender systems›representation learning for recommendation›contrastive learning for recommendation topic 111 papers · 450 experts · broader topic added to organise its sub-topics
Experts on contrastive learning for recommendation 450 · 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
Pengpeng Zhao 0001
dblp:67/2392-1
3.8 52026 165 · 79 since 2021 2026 conflict
Guanfeng Liu 0001
dblp:01/1235-1
3.8 52026 189 · 87 since 2021 2026 conflict
Hongzhi Yin
dblp:04/10606
3.2 62025 374 · 255 since 2021 2026 conflict
Victor S. Sheng
dblp:36/4372
2.8 42024 254 · 149 since 2021 2026 verified
Tat-Seng Chua
dblp:24/6606
2.7 52024 763 · 330 since 2021 2026 conflict
Yi Zhang 0103
dblp:64/6544-103
2.6 32025 30 · 30 since 2021 2026 conflict
Yiwen Zhang 0001
dblp:56/5142-1
2.6 32025 133 · 115 since 2021 2026 conflict
Ke Wang 0038
dblp:181/2613-38
2.4 32025 12 · 12 since 2021 2025 conflict
Chang-Dong Wang 0001
dblp:69/9023
2.2 32024 268 · 185 since 2021 2026 conflict
Fuzhen Zhuang
dblp:48/5638
2.2 32024 286 · 163 since 2021 2026 conflict
Xiang Wang 0010
dblp:31/2864-10
2.1 42024 188 · 153 since 2021 2026 conflict
Huanhuan Yuan
dblp:158/8933
2.1 32024 27 · 20 since 2021 2026 conflict
Lei Sang 0001
dblp:194/4619-1
1.7 22025 37 · 35 since 2021 2026 conflict
Junliang Yu
dblp:204/2362
1.7 32024 49 · 35 since 2021 2026 verified
Yong Xu 0007
dblp:07/4630-7
1.7 22026 145 · 101 since 2021 2026 conflict
Di Jin 0001
dblp:67/1861-1
1.5 22025 179 · 125 since 2021 2026 conflict
Shoujin Wang
dblp:16/8492
1.5 22025 94 · 80 since 2021 2026 conflict
Philip S. Yu
dblp:y/PhilipSYu
1.5 22024 1626 · 556 since 2021 2026 conflict
Wudong Xi
dblp:359/4551
1.5 22024 17 · 16 since 2021 2026 conflict
Mengyuan Jing
dblp:342/7725
1.5 22024 16 · 16 since 2021 2026 corroborated
Tianzi Zang
dblp:276/5093
1.5 22024 36 · 33 since 2021 2026 verified
Yanmin Zhu 0006
dblp:25/8709-6
1.5 22024 360 · 120 since 2021 2026 conflict
Chenliang Li 0005
dblp:52/9457-5
1.5 22026 120 · 87 since 2021 2026 conflict
Xiaofang Zhou 0001
dblp:z/XiaofangZhou
1.4 22024 530 · 178 since 2021 2026 conflict
Jian-Huang Lai
dblp:78/1117
1.4 22024 361 · 159 since 2021 2027 corroborated
Xueming Qian
dblp:45/6567
1.4 22024 195 · 101 since 2021 2026 conflict
Xiuyuan Qin
dblp:344/9544
1.4 22024 3 · 3 since 2021 2024 conflict
Guoshuai Zhao 0001
dblp:139/4721
1.4 22024 58 · 45 since 2021 2026 conflict
Yanghua Xiao
dblp:96/999
1.3 22023 240 · 161 since 2021 2026 conflict
Yanchi Liu
dblp:62/8146
1.3 22023 105 · 52 since 2021 2026 conflict
Junhua Fang
dblp:163/0800
1.3 22023 92 · 63 since 2021 2026 conflict
Deqing Yang
dblp:01/2462
1.3 22023 74 · 54 since 2021 2026 conflict
Zhida Qin
dblp:194/6884
1.3 22026 27 · 23 since 2021 2026 verified
Yinwei Wei
dblp:247/9379
1.3 22024 63 · 56 since 2021 2026 verified
Chuan Shi 0001
dblp:64/3041-1
1.2 22023 253 · 156 since 2021 2026 conflict
Lina Yao 0001
dblp:56/6651-1
1.2 22023 351 · 191 since 2021 2026 conflict
Nguyen Quoc Viet Hung
dblp:88/302
1.2 32025 182 · 112 since 2021 2026 conflict
Iadh Ounis
dblp:21/141
1.1 22022 256 · 64 since 2021 2026 verified
Craig Macdonald
dblp:02/2224
1.1 22022 227 · 72 since 2021 2026 verified
Jun Pang 0001
dblp:p/JunPang
1.0 12026 159 · 52 since 2021 2026 verified
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