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Da Xu
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Inductive Representation Learning on Temporal Graphs
D Xu, C Ruan, E Korpeoglu, S Kumar, K Achan
International Conference on Learning Representations, 2020
5482020
Tucker tensor regression and neuroimaging analysis
X Li, D Xu, H Zhou, L Li
Statistics in Biosciences 10 (3), 520-545, 2018
1822018
Self-attention with functional time representation learning
D Xu, C Ruan, E Korpeoglu, S Kumar, K Achan
Advances in Neural Information Processing Systems, 15915-15925, 2019
1172019
Product knowledge graph embedding for e-commerce
D Xu, C Ruan, E Korpeoglu, S Kumar, K Achan
Proceedings of the 13th International Conference on Web Search and Data …, 2020
1012020
Understanding the role of importance weighting for deep learning
D Xu, Y Ye, C Ruan
International Conference on Learning Representations, 2021
482021
Adversarial Counterfactual Learning and Evaluation for Recommender System
D Xu, C Ruan, E Korpeoglu, S Kumar, K Achan
Advances in Neural Information Processing Systems 33, 2020
312020
Knowledge-aware Complementary Product Representation Learning
D Xu, C Ruan, J Cho, E Korpeoglu, S Kumar, K Achan
Proceedings of the 14th ACM International Conference on Web Search and Data …, 2019
30*2019
Theoretical Understandings of Product Embedding for E-commerce Machine Learning
D Xu, C Ruan, E Korpeoglu, S Kumar, K Achan
Proceedings of the 14th ACM International Conference on Web Search and Data …, 2021
202021
Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives
D Xu, C Ruan, E Korpeoglu, S Kumar, K Achan
International Conference on Machine Learning, 11514-11524, 2021
172021
Generative Graph Convolutional Network for Growing Graphs
D Xu, C Ruan, K Motwani, E Korpeoglu, S Kumar, K Achan
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
152019
Bidding via clustering ads intentions: an efficient search engine marketing system for e-commerce
C Jie, D Xu, Z Wang, L Wang, W Shen
arXiv preprint arXiv:2106.12700, 2021
142021
Methods and apparatus for item substitution
D Xu, R Chuanwei, K Motwani, E Korpeoglu, S Kumar, K Achan
US Patent 11,068,960, 2021
122021
Tutorials at The Web Conference 2023
V Fionda, O Hartig, R Abdolazimi, S Amer-Yahia, H Chen, X Chen, P Cui, ...
Companion Proceedings of the ACM Web Conference 2023, 648-658, 2023
62023
Causal Structure Learning with Recommendation System
S Xu, D Xu, E Korpeoglu, S Kumar, S Guo, K Achan, Y Zhang
arXiv preprint arXiv:2210.10256, 2022
62022
Towards Robust Off-policy Learning for Runtime Uncertainty
D Xu, Y Ye, C Ruan, B Yang
AAAI Conference on Artificial Intelligence, 2022
62022
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation
D Xu, Y Ye, C Ruan, E Korpeoglu, S Kumar, K Achan
International Conference on Learning Representations, 2021
42021
Pretrained Embeddings for E-commerce Machine Learning: When it Fails and Why?
D Xu, B Yang
Companion Proceedings of the ACM Web Conference 2023, 899-910, 2023
32023
Modern Theoretical Tools for Understanding and Designing Next-generation Information Retrieval System
D Xu, C Ruan
Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022
22022
Towards the D-Optimal Online Experiment Design for Recommender Selection
D Xu, C Ruan, E Korpeoglu, S Kumar, K Achan
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
22021
A Temporal Kernel Approach for Deep Learning with Continuous-time Information
D Xu, C Ruan, E Korpeoglu, S Kumar, K Achan
International Conference on Learning Representations, 2021
22021
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