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Mitigating Frequency Bias in Next-Basket Recommendation via Deconfounders


Nov 16, 2022
Xiaohan Li, Zheng Liu, Luyi Ma, Kaushiki Nag, Stephen Guo, Philip Yu, Kannan Achan

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* IEEE Bigdata 2022 

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Causal Structure Learning with Recommendation System


Oct 19, 2022
Shuyuan Xu, Da Xu, Evren Korpeoglu, Sushant Kumar, Stephen Guo, Kannan Achan, Yongfeng Zhang

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Generating Rich Product Descriptions for Conversational E-commerce Systems


Nov 30, 2021
Shashank Kedia, Aditya Mantha, Sneha Gupta, Stephen Guo, Kannan Achan

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* Companion Proceedings of the Web Conference 2021, 349-356 
* 8 pages, 1 figure. arXiv admin note: substantial text overlap with arXiv:2007.11768 

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Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network


Nov 28, 2021
Xiaohan Li, Zhiwei Liu, Stephen Guo, Zheng Liu, Hao Peng, Philip S. Yu, Kannan Achan

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PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer


Mar 03, 2021
Yiling Jia, Huazheng Wang, Stephen Guo, Hongning Wang

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* The co-authors do not agree to open access this paper. We ask for a withdrawal now 

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A Real-Time Whole Page Personalization Framework for E-Commerce


Dec 08, 2020
Aditya Mantha, Anirudha Sundaresan, Shashank Kedia, Yokila Arora, Shubham Gupta, Gaoyang Wang, Praveenkumar Kanumala, Stephen Guo, Kannan Achan

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An End-to-End ML System for Personalized Conversational Voice Models in Walmart E-Commerce


Nov 02, 2020
Rahul Radhakrishnan Iyer, Praveenkumar Kanumala, Stephen Guo, Kannan Achan

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* 4 pages, 1 figure 

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Basket Recommendation with Multi-Intent Translation Graph Neural Network


Oct 22, 2020
Zhiwei Liu, Xiaohan Li, Ziwei Fan, Stephen Guo, Kannan Achan, Philip S. Yu

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* 978-1-7281-6251-5/20/\$31.00~\copyright2020 IEEE 
* Accepted to IEEE Bigdata 2020. Code is available online at https://github.com/JimLiu96/MITGNN 

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Product Title Generation for Conversational Systems using BERT


Jul 23, 2020
Mansi Ranjit Mane, Shashank Kedia, Aditya Mantha, Stephen Guo, Kannan Achan

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BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation with Graph Convolutional Neural Network


Jan 14, 2020
Zhiwei Liu, Mengting Wan, Stephen Guo, Kannan Achan, Philip S. Yu

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* Accepted by SDM 2020 

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