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Yanghao Xiao
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Propensity Matters: Measuring and Enhancing Balancing for Recommendation
H Li, Y Xiao, C Zheng, P Wu, P Cui
Proceedings of the 40-th International Conference on Machine Learning, 2023
452023
Balancing unobserved confounding with a few unbiased ratings in debiased recommendations
H Li, Y Xiao, C Zheng, P Wu
Proceedings of the ACM Web Conference 2023, 1305-1313, 2023
442023
Removing hidden confounding in recommendation: a unified multi-task learning approach
H Li, K Wu, C Zheng, Y Xiao, H Wang, Z Geng, F Feng, X He, P Wu
Advances in Neural Information Processing Systems 36, 54614-54626, 2023
302023
Debiased collaborative filtering with kernel-based causal balancing
H Li, C Zheng, Y Xiao, P Wu, Z Geng, X Chen, P Cui
arXiv preprint arXiv:2404.19596, 2024
182024
Addressing Hidden Confounding with Heterogeneous Observational Datasets for Recommendation
Y Xiao, H Li, Y Tang, W Zhang
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
22024
IBCS: Learning Information Bottleneck-Constrained Denoised Causal Subgraph for Graph Classification
R Yuan, Y Tang, Y Xiao, W Zhang
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
12024
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Artikler 1–6