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Tiansheng Yao
Tiansheng Yao
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Year
Self-supervised Learning for Large-scale Item Recommendations
T Yao, X Yi, DZ Cheng, F Yu, T Chen, A Menon, L Hong, EH Chi, S Tjoa, ...
Proceedings of the 30th ACM International Conference on Information …, 2021
228*2021
A probabilistic approach to robust matrix factorization
N Wang, T Yao, J Wang, DY Yeung
Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012
1972012
Efficient subspace segmentation via quadratic programming
S Wang, X Yuan, T Yao, S Yan, J Shen
Proceedings of the AAAI Conference on Artificial Intelligence 25 (1), 519-524, 2011
992011
A model of two tales: Dual transfer learning framework for improved long-tail item recommendation
Y Zhang, DZ Cheng, T Yao, X Yi, L Hong, EH Chi
Proceedings of the ACM Web Conference 2021, 2220-2231, 2021
922021
Learning to embed categorical features without embedding tables for recommendation
WC Kang, DZ Cheng, T Yao, X Yi, T Chen, L Hong, EH Chi
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery \& Data …, 2021
65*2021
Distributionally-robust recommendations for improving worst-case user experience
H Wen, X Yi, T Yao, J Tang, L Hong, EH Chi
Proceedings of the ACM Web Conference 2022, 3606-3610, 2022
362022
Improving multi-task generalization via regularizing spurious correlation
Z Hu, Z Zhao, X Yi, T Yao, L Hong, Y Sun, E Chi
Advances in Neural Information Processing Systems 35, 11450-11466, 2022
162022
Learning Bayesian network parameters under equivalence constraints
T Yao, A Choi, A Darwiche
Artificial Intelligence 244, 239-257, 2017
152017
H Chi, Steve Tjoa, Jieqi Kang, et al. 2020
T Yao, X Yi, DZ Cheng, F Yu, T Chen, A Menon, L Hong
Self-supervised learning for deep models in recommendations. arXiv e-prints, 2020
14*2020
Empowering Long-tail Item Recommendation through Cross Decoupling Network (CDN)
Y Zhang, R Wang, DZ Cheng, T Yao, X Yi, L Hong, J Caverlee, EH Chi
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
52023
Producing personalized selection of applications for presentation on web-based interface
C Chih-Chun, Y Wang, T Yao, CH Tan, M MacMahon
US Patent US20180285448A1, 2018
2018
Learning Bayesian Networks under Equivalence Constraints
T Yao, A Choi, A Darwiche
Workshops at the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
2013
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Articles 1–12