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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

* 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

* 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

* 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

* Accepted by SDM 2020 

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A Large-Scale Deep Architecture for Personalized Grocery Basket Recommendations


Nov 13, 2019
Aditya Mantha, Yokila Arora, Shubham Gupta, Praveenkumar Kanumala, Zhiwei Liu, Stephen Guo, Kannan Achan


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Complementary-Similarity Learning using Quadruplet Network


Sep 14, 2019
Mansi Ranjit Mane, Stephen Guo, Kannan Achan


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Small Boxes Big Data: A Deep Learning Approach to Optimize Variable Sized Bin Packing


Feb 14, 2017
Feng Mao, Edgar Blanco, Mingang Fu, Rohit Jain, Anurag Gupta, Sebastien Mancel, Rong Yuan, Stephen Guo, Sai Kumar, Yayang Tian

* The Third IEEE International Conference on Big Data Computing Service and Applications, 2017 

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