Suivre
Qiang Yang (杨强）
Qiang Yang (杨强）
Chief AI Officer@WeBank, Prof. Emeritus @HKUST, IJCAI President 2017-19, AAAI-21 General Chair
Adresse e-mail validée de cse.ust.hk - Page d'accueil
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Top 10 algorithms in data mining
X Wu, V Kumar, J Ross Quinlan, J Ghosh, Q Yang, H Motoda, ...
Knowledge and information systems 14, 1-37, 2008
80582008
Federated learning
Q Yang, Y Liu, Y Cheng, Y Kang, T Chen, Y Han
Synthesis Lectures on Artificial Intelligence and Machine Learning 13 (3), 1-207, 2019
7433*2019
Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Foundations and trends® in machine learning 14 (1–2), 1-210, 2021
72422021
Domain adaptation via transfer component analysis
SJ Pan, IW Tsang, JT Kwok, Q Yang
IEEE transactions on neural networks 22 (2), 199-210, 2010
51492010
Graph embedding and extensions: A general framework for dimensionality reduction
S Yan, D Xu, B Zhang, HJ Zhang, Q Yang, S Lin
IEEE transactions on pattern analysis and machine intelligence 29 (1), 40-51, 2006
36602006
A survey on multi-task learning
Y Zhang, Q Yang
IEEE transactions on knowledge and data engineering 34 (12), 5586-5609, 2021
31472021
Boosting for Transfer Learning
W Dai, Q Yang, GR Xue, Y Yu
Proceedings of the 24th Annual International Conference on Machine Learning …, 2007
24412007
A survey on evaluation of large language models
Y Chang, X Wang, J Wang, Y Wu, L Yang, K Zhu, H Chen, X Yi, C Wang, ...
ACM transactions on intelligent systems and technology 15 (3), 1-45, 2024
24312024
Federated learning in mobile edge networks: A comprehensive survey
WYB Lim, NC Luong, DT Hoang, Y Jiao, YC Liang, Q Yang, D Niyato, ...
IEEE communications surveys & tutorials 22 (3), 2031-2063, 2020
23822020
One-class collaborative filtering
R Pan, Y Zhou, B Cao, NN Liu, R Lukose, M Scholz, Q Yang
2008 Eighth IEEE international conference on data mining, 502-511, 2008
13422008
Towards personalized federated learning
AZ Tan, H Yu, L Cui, Q Yang
IEEE transactions on neural networks and learning systems 34 (12), 9587-9603, 2022
11412022
10 challenging problems in data mining research
Q Yang, X Wu
International Journal of Information Technology & Decision Making 5 (04 …, 2006
10482006
Scalable collaborative filtering using cluster-based smoothing
GR Xue, C Lin, Q Yang, WS Xi, HJ Zeng, Y Yu, Z Chen
Proceedings of the 28th annual international ACM SIGIR conference on …, 2005
10432005
Cross-domain sentiment classification via spectral feature alignment
SJ Pan, X Ni, JT Sun, Q Yang, Z Chen
Proceedings of the 19th international conference on World wide web, 751-760, 2010
9932010
An overview of multi-task learning
Y Zhang, Q Yang
National Science Review 5 (1), 30-43, 2018
9842018
Spatiotemporal multi-graph convolution network for ride-hailing demand forecasting
X Geng, Y Li, L Wang, L Zhang, Q Yang, J Ye, Y Liu
Proceedings of the AAAI conference on artificial intelligence 33 (01), 3656-3663, 2019
9412019
Data preparation for data mining
S Zhang, C Zhang, Q Yang
Applied artificial intelligence 17 (5-6), 375-381, 2003
9272003
Collaborative location and activity recommendations with gps history data
VW Zheng, Y Zheng, X Xie, Q Yang
Proceedings of the 19th international conference on World wide web, 1029-1038, 2010
9142010
Transfer learning via dimensionality reduction.
SJ Pan, JT Kwok, Q Yang
AAAI 8, 677-682, 2008
8802008
Secureboost: A lossless federated learning framework
K Cheng, T Fan, Y Jin, Y Liu, T Chen, D Papadopoulos, Q Yang
IEEE intelligent systems 36 (6), 87-98, 2021
7752021
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