General-Purpose User Embeddings based on Mobile App Usage

General-Purpose User Embeddings based on Mobile App Usage

27 May 2020

Jian Liang

Papers citing "General-Purpose User Embeddings based on Mobile App Usage"

10 / 10 papers shown

Title
DashCLIP: Leveraging multimodal models for generating semantic embeddings for DoorDash Omkar Gurjar Kin Sum Liu Praveen Kolli Utsaw Kumar Mandar Rahurkar 27 1 0 18 Mar 2025
ERCache: An Efficient and Reliable Caching Framework for Large-Scale User Representations in Meta's Ads System F. I. S. Kevin Zhou Yaning Huang Dong Liang Dai Li Zhongke Zhang ... Emanuele Maccherani Taha Hayat John Guo Varna Puvvada Uladzimir Pashkevich 21 0 0 09 Oct 2024
Async Learned User Embeddings for Ads Delivery Optimization Mingwei Tang Meng Liu Hong Yu Li Junjie Yang Chenglin Wei ... Labib Fawaz Li Li Hongnan Wang Bill Zhu Sri Reddy OffRL AI4TS 18 2 0 09 Jun 2024
USE: Dynamic User Modeling with Stateful Sequence Models Zhihan Zhou Qixiang Fang Leonardo Neves Francesco Barbieri Yozen Liu Han Liu Maarten W. Bos Ron Dotsch 33 0 0 20 Mar 2024
Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta Wei Zhang Dai Li Chen Liang Fang Zhou Zhongke Zhang ... Huayu Li Yunnan Wu Zhan Shu Mindi Yuan Sri Reddy 22 7 0 16 Nov 2023
Learning Large-scale Universal User Representation with Sparse Mixture of Experts Caigao Jiang Siqiao Xue James Y. Zhang Lingyue Liu Zhibo Zhu Hongyan Hao 17 4 0 11 Jul 2022
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework Xupeng Miao Hailin Zhang Yining Shi Xiaonan Nie Zhi-Xin Yang Yangyu Tao Bin Cui 11 57 0 14 Dec 2021
Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis Xianlong Zeng Simon M. Lin Chang Liu 17 6 0 23 Jun 2021
One4all User Representation for Recommender Systems in E-commerce Kyuyong Shin Hanock Kwak KyungHyun Kim Minkyu Kim Young-Jin Park Jisu Jeong Seungjae Jung 20 27 0 24 May 2021
Why Attentions May Not Be Interpretable? Bing Bai Jian Liang Guanhua Zhang Hao Li Kun Bai Fei-Yue Wang FAtt 12 56 0 10 Jun 2020