Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users
in Real-Time

Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time

21 November 2017

Chantat Eksombatchai

Jerry Zitao Liu

Papers citing "Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time"

18 / 18 papers shown

Title
Towards a Theoretical Understanding of Two-Stage Recommender Systems Amit Kumar Jaiswal 34 2 0 23 Feb 2024
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 32 104 0 13 May 2023
Decision Support System for Chronic Diseases Based on Drug-Drug Interactions Tian Bian Yuli Jiang Jia Li Tingyang Xu Yu Rong Yi Su Timothy S. H. Kwok Helen Meng Hongtao Cheng 27 3 0 04 Mar 2023
A Dataset for Learning Graph Representations to Predict Customer Returns in Fashion Retail Jamie McGowan Elizabeth Guest Ziyang Yan Cong Zheng Neha Patel Mason Cusack C. Donaldson Sofie De Cnudde G. Facini Fabon Dzogang 16 0 0 27 Feb 2023
Rethinking Personalized Ranking at Pinterest: An End-to-End Approach Jiajing Xu Andrew Zhai Charles R. Rosenberg 25 17 0 18 Sep 2022
Evolution of a Web-Scale Near Duplicate Image Detection System Andrey Gusev Jiajing Xu 30 3 0 18 Sep 2022
GraTO: Graph Neural Network Framework Tackling Over-smoothing with Neural Architecture Search Xinshun Feng Herun Wan Shangbin Feng Hongrui Wang Jun Zhou Qinghua Zheng Minnan Luo 27 4 0 18 Aug 2022
A Design of A Simple Yet Effective Exercise Recommendation System in K-12 Online Learning Shuyan Huang Qiongqiong Liu Jiahao Chen Xiangen Hu Zitao Liu Weiqing Luo AI4Ed 6 4 0 23 Jun 2022
Uncertainty Quantification for Fairness in Two-Stage Recommender Systems Lequn Wang Thorsten Joachims 30 22 0 30 May 2022
ZOOMER: Boosting Retrieval on Web-scale Graphs by Regions of Interest Yuezihan Jiang Yu Cheng Hanyu Zhao Wentao Zhang Xupeng Miao Yu He Liang Wang Zhi-Xin Yang Bin Cui GNN 26 10 0 20 Mar 2022
On component interactions in two-stage recommender systems Jiri Hron K. Krauth Michael I. Jordan Niki Kilbertus CML LRM 40 31 0 28 Jun 2021
GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy Yongchao Liu Houyi Li Guowei Zhang Xintan Zeng Yongyong Li ... Peng Zhang Zhao Li Kefeng Deng Changhua He Wenguang Chen GNN 49 11 0 21 Apr 2021
Sampling methods for efficient training of graph convolutional networks: A survey Xin Liu Yurui Lai Lei Deng Guoqi Li Xiaochun Ye Xiaochun Ye GNN 29 100 0 10 Mar 2021
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Bin Cui GNN 60 1,177 0 04 Nov 2020
PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems Azin Ghazimatin Oana Balalau Rishiraj Saha Roy Gerhard Weikum FAtt 24 97 0 19 Nov 2019
Learning a Unified Embedding for Visual Search at Pinterest Andrew Zhai Hao-Yu Wu Eric Tzeng Dong Huk Park Charles R. Rosenberg DML 35 50 0 05 Aug 2019
Learning Item-Interaction Embeddings for User Recommendations Xiaoting Zhao Raphael Louca D. Hu Liangjie Hong 11 11 0 11 Dec 2018
Graph Convolutional Neural Networks for Web-Scale Recommender Systems Rex Ying Ruining He Kaifeng Chen Pong Eksombatchai William L. Hamilton J. Leskovec GNN BDL 120 3,489 0 06 Jun 2018