Published in Workshop of Decision Making for Modern Information Retrieval (WSDM), 2022
Da Xu, et.al (2022). "On the Advances and Challenges for Adaptive Online Testing." Workshop of Decision Making for Modern Information Retrieval (WSDM). https://arxiv.org/pdf/2203.07672.pdf
Published in Arxiv, 2022
Xu S, Xu D, Korpeoglu E, et al. Causal Structure Learning with Recommendation System[J]. arXiv preprint arXiv:2210.10256, 2022 https://arxiv.org/abs/2210.10256
Published in AAAI conference on Artificial Intelligence, 2022
Da Xu, Yuting Ye, et.al (2022). "Towards Robust Off-policy Learning for Online Uncertain." AAAI conference on Artificial Intelligence. https://arxiv.org/pdf/2202.13337.pdf
Published in International Conference on Learning Representations (ICLR), 2022
Da Xu, Yuting Ye, et.al (2022). "From Intervention to Domain Transportation: a Novel Perspective to Optimize Recommendation." International Conference on Learning Representations (ICLR). https://arxiv.org/pdf/2203.13956.pdf
Published in ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2021
Da Xu, Chaunwei Ruan, et.al (2021). "Towards the D-optimal Experiment Design for Online Recommender Selection." ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD). https://arxiv.org/pdf/2110.12132.pdf
Published in International Conference on Learning Representations (ICLR), 2021
Da Xu et.al (2021). "A Temporal Kernel Approach for Deep Learning with Continuous-time Information,." International Conference on Learning Representations (ICLR). https://arxiv.org/pdf/2103.15213.pdf
Published in International Conference of Machine Learning (ICML), 2021
Da Xu, Chaunwei Ruan, et.al (2021). "Rethinking Neural v.s. Matrix Factorization Collaborative Filtering: the Theoretical Prespectives,." International Conference of Machine Learning (ICML). http://proceedings.mlr.press/v139/xu21d/xu21d.pdf
Published in International Conference on Learning Representations (ICLR), 2021
Da Xu, Yuting Ye, Chuanwei Ruan (2021). "Understanding the Role of Importance Weighting for Deep Learning." International Conference on Learning Representations (ICLR). https://arxiv.org/pdf/2103.15209.pdf
Published in 2nd Workshop of Industrial Recommender System, KDD, 2021
Cheng Jie, Da Xu, et.al (2021). "Bidding via Clustering Ads Intentions: an Efficient Search Engine Marketing System for E-commerce." 2nd Workshop of Industrial Recommender System, KDD. https://www.researchgate.net/profile/Cheng-Jie/publication/353568822_Bidding_via_Clustering_Ads_Intentions_an_Efficient_Search_Engine_Marketing_System_for_E-Commerce/links/610376dc1e95fe241a98f691/Bidding-via-Clustering-Ads-Intentions-an-Efficient-Search-Engine-Marketing-System-for-E-Commerce.pdf
Published in ACM Internation Conference on Web Search and Data Mining (WSDM), 2021
Da Xu, et.al (2021). "Theoretical Understandings of Product Embedding for E-commerce Machine Learning." ACM Internation Conference on Web Search and Data Mining (WSDM). https://arxiv.org/pdf/2102.12029.pdf
Published in Neural Information Processing Systems Conference (NeruIPS), 2020
Da Xu, Chuanwei Ruan, et.al (2020). "Adversarial Counterfactual Learning and Evaluation for Recommender Systems." Neural Information Processing Systems Conference (NeruIPS). https://proceedings.neurips.cc/paper/2020/file/9cd013fe250ebffc853b386569ab18c0-Paper.pdf
Published in International Conference on Learning Representations (ICLR), 2020
Da Xu, Chuanwei Ruan, et.al (2020). "Inductive representation learning on temporal graphs." International Conference on Learning Representations (ICLR). https://arxiv.org/pdf/2002.07962.pdf
Published in ACM Internation Conference on Web Search and Data Mining (WSDM), 2020
Da Xu, Chuanwei Ruan, et.al (2020). "Product Knowledge Graph Embedding for E-commerce." ACM Internation Conference on Web Search and Data Mining (WSDM). https://arxiv.org/pdf/1911.12481.pdf
Published in ACM Internation Conference on Web Search and Data Mining (WSDM), 2020
Da Xu, Chuanwei Ruan, et.al (2020). "Knowledge-aware Complementary Product Representation Learning." ACM Internation Conference on Web Search and Data Mining (WSDM). https://arxiv.org/pdf/1904.12574.pdf
Published in Neural Information Processing Systems Conference (NeurIPS), 2019
Da Xu, Chuanwei Ruan, et.al (2019). "Self-attention with Functional Time Representation Learning." Neural Information Processing Systems Conference (NeurIPS). https://proceedings.neurips.cc/paper/2019/file/cf34645d98a7630e2bcca98b3e29c8f2-Paper.pdf
Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019
Da Xu, Chuanwei Ruan, et.al (2019). "Generative Graph Convolutional Network for Growing Graphs." IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). https://arxiv.org/pdf/1903.02640.pdf
Published in Statistics in Biosciences, 2018
Xiaoshan Li, Da Xu, et.al (2018). "Tucker Tensor Regression and Neuroimaging Analysis; Statistics in Biosciences. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8336908/
Published in Thesis, 2018
Da Xu (2018). "Symmetric Tensor Regression for Functional Connectivity Analysis." Thesis. https://arxiv.org/pdf/2010.14700.pdf