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Hao Ma
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Recommender systems with social regularization
H Ma, D Zhou, C Liu, MR Lyu, I King
Proceedings of the fourth ACM international conference on Web search and …, 2011
19172011
Sorec: social recommendation using probabilistic matrix factorization
H Ma, H Yang, MR Lyu, I King
Proceeding of the 17th ACM conference on Information and knowledge …, 2008
17212008
An overview of microsoft academic service (mas) and applications
A Sinha, Z Shen, Y Song, H Ma, D Eide, BJ Hsu, K Wang
Proceedings of the 24th international conference on world wide web, 243-246, 2015
10682015
Learning to recommend with social trust ensemble
H Ma, I King, MR Lyu
Proceedings of the 32nd international ACM SIGIR conference on Research and …, 2009
10662009
QoS-Aware Web Service Recommendation by Collaborative Filtering
Z Zheng, H Ma, M Lyu, I King
Services Computing, IEEE Transactions on, 1-1, 2011
9452011
Network embedding as matrix factorization: Unifying deepwalk, line, pte, and node2vec
J Qiu, Y Dong, H Ma, J Li, K Wang, J Tang
Proceedings of the Eleventh ACM International Conference on Web Search and …, 2018
8512018
Linformer: Self-Attention with Linear Complexity
S Wang, B Li, M Khabsa, H Fang, H Ma
arXiv preprint arXiv:2006.04768, 2020
8472020
Effective missing data prediction for collaborative filtering
H Ma, I King, MR Lyu
Proceedings of the 30th annual international ACM SIGIR conference on …, 2007
6442007
Wsrec: A collaborative filtering based web service recommender system
Z Zheng, H Ma, MR Lyu, I King
Web Services, 2009. ICWS 2009. IEEE International Conference on, 437-444, 2009
6152009
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs
J Zhang, X Shi, J Xie, H Ma, I King, DY Yeung
Proceedings of UAI 2018, 2018
5762018
Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization
Z Zheng, H Ma, M Lyu, I King
IEEE, 2012
4872012
DeepInf: Social Influence Prediction with Deep Learning
J Qiu, J Tang, H Ma, Y Dong, K Wang
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
4632018
Mining social networks using heat diffusion processes for marketing candidates selection
H Ma, H Yang, MR Lyu, I King
Proceeding of the 17th ACM conference on Information and knowledge …, 2008
3282008
Improving Recommender Systems by Incorporating Social Contextual Information
H Ma, TC Zhou, MR Lyu, I King
ACM Transactions on Information Systems (TOIS) 29 (2), 9, 2011
2962011
Learning to recommend with trust and distrust relationships
H Ma, MR Lyu, I King
Proceedings of the third ACM conference on Recommender systems, 189-196, 2009
2302009
An experimental study on implicit social recommendation
H Ma
Proceedings of the 36th international ACM SIGIR conference on Research and …, 2013
2262013
CLEAR: Contrastive Learning for Sentence Representation
Z Wu, S Wang, J Gu, M Khabsa, F Sun, H Ma
arXiv preprint arXiv:2012.15466, 2020
2082020
Learning to recommend with explicit and implicit social relations
H Ma, I King, MR Lyu
ACM Transactions on Intelligent Systems and Technology (TIST) 2 (3), 29, 2011
1812011
Bridging the semantic gap between image contents and tags
H Ma, J Zhu, MRT Lyu, I King
Multimedia, IEEE Transactions on 12 (5), 462-473, 2010
1632010
Netsmf: Large-scale network embedding as sparse matrix factorization
J Qiu, Y Dong, H Ma, J Li, C Wang, K Wang, J Tang
The World Wide Web Conference, 1509-1520, 2019
1512019
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