Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks

28 May 2018

Papers citing "Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks"

44 / 44 papers shown

Title
Dynamic Time-aware Continual User Representation Learning Seungyoon Choi Sein Kim Hongseok Kang Wonjoong Kim Chanyoung Park CLL 45 0 0 23 Apr 2025
Joint Modeling in Recommendations: A Survey Xiangyu Zhao Yichao Wang Bo Chen Jingtong Gao Yuhao Wang Xiaopeng Li Pengyue Jia Q. Liu Huifeng Guo Ruiming Tang 39 0 0 28 Feb 2025
PCL: Prompt-based Continual Learning for User Modeling in Recommender Systems M. Yang Fan Yang Yanhui Guo Shaoyuan Xu Tianchen Zhou Yetian Chen Simone Shao Jia-Wei Liu Yan Gao CLL VLM 62 0 0 26 Feb 2025
Enhancing Recommendation with Denoising Auxiliary Task Pengsheng Liu Linan Zheng Jiale Chen Guangfa Zhang Yang Xu Jinyun Fang NoLa 40 0 0 25 Sep 2024
Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation Hao Wang Yongqiang Han Kefan Wang Kai Cheng Zhen Wang Wei Guo Yong Liu Defu Lian Enhong Chen 40 2 0 21 Aug 2024
ESQA: Event Sequences Question Answering Irina Abdullaeva Andrei Filatov Mikhail Orlov Ivan Karpukhin Viacheslav Vasilev Denis Dimitrov Andrey Kuznetsov Ivan A Kireev Andrey Savchenko 44 0 0 03 Jul 2024
MEBS: Multi-task End-to-end Bid Shading for Multi-slot Display Advertising Zhen Gong Lvyin Niu Yang Zhao Miao Xu Zhenzhe Zheng ... Fan Wu Rongquan Bai Chuan Yu Jian Xu Bo Zheng 20 2 0 05 Mar 2024
Improving conversion rate prediction via self-supervised pre-training in online advertising Alex Shtoff Yohay Kaplan Ariel Raviv 6 0 0 25 Jan 2024
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation Jinpeng Wang Ziyun Zeng Yunxiao Wang Yuting Wang Xingyu Lu Tianxiang Li Jun Yuan Rui Zhang Haitao Zheng Shutao Xia 36 43 0 22 Aug 2023
UniMatch: A Unified User-Item Matching Framework for the Multi-purpose Merchant Marketing Qifang Zhao Tianyu Li Meng Du Yu-lin Jiang Qinghui Sun Zhongyao Wang Hong Liu Huan Xu 16 1 0 19 Jul 2023
Task Relation-aware Continual User Representation Learning Sein Kim Namkyeong Lee Donghyun Kim Min-Chul Yang Chanyoung Park CLL 16 7 0 01 Jun 2023
KEEP: An Industrial Pre-Training Framework for Online Recommendation via Knowledge Extraction and Plugging Yujing Zhang Zhangming Chan Shuhao Xu Weijie Bian Shuguang Han Hongbo Deng Bo Zheng 9 21 0 22 Aug 2022
Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search Zhifang Fan Dan Ou Yulong Gu Bairan Fu Xiang Li Wentian Bao Xinyu Dai Xiaoyi Zeng Tao Zhuang Qingwen Liu 11 25 0 29 Mar 2022
UserBERT: Modeling Long- and Short-Term User Preferences via Self-Supervision Tianyu Li Ali Cevahir Derek Cho Hao Gong Duy Nguyen B. Stenger SSL 11 1 0 14 Feb 2022
MetaCVR: Conversion Rate Prediction via Meta Learning in Small-Scale Recommendation Scenarios Xiaofeng Pan Ming Li Jing Zhang Keren Yu Luping Wang Hong Wen Chengjun Mao Bo Cao 8 8 0 27 Dec 2021
Empowering General-purpose User Representation with Full-life Cycle Behavior Modeling Bei Yang Jie Gu Ke Liu Xiaoxiao Xu Renjun Xu Qinghui Sun Hong Liu 25 3 0 20 Oct 2021
Interest-oriented Universal User Representation via Contrastive Learning Qinghui Sun Jie Gu Bei Yang Xiaoxiao Xu Renjun Xu Shangde Gao Hong Liu Huan Xu SSL AI4TS 41 6 0 18 Sep 2021
Denoising User-aware Memory Network for Recommendation Zhiwei. Bian Shaojun Zhou Hao Fu Qihong Yang Zhenqi Sun Junjie Tang Guiquan Liu Kaikui Liu Xiaolong Li HAI AI4TS 61 36 0 12 Jul 2021
Mixture of Virtual-Kernel Experts for Multi-Objective User Profile Modeling Zhenhui Xu Meng Zhao Liqun Liu Lei Xiao Xiaopeng Zhang Bifeng Zhang OffRL 11 10 0 04 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
Sequential Recommendation in Online Games with Multiple Sequences, Tasks and User Levels Si Chen Yuqiu Qian Hui Li Chen Lin OffRL LRM 11 4 0 13 Feb 2021
Multi-Channel Sequential Behavior Networks for User Modeling in Online Advertising Iyad Batal Akshay Soni 9 0 0 27 Dec 2020
Scenario-aware and Mutual-based approach for Multi-scenario Recommendation in E-Commerce Yuting Chen Yanshi Wang Yabo Ni Anxiang Zeng Lanfen Lin 44 24 0 16 Dec 2020
Exploiting Behavioral Consistence for Universal User Representation Jie Gu Feng Wang Qinghui Sun Zhiquan Ye Xiaoxiao Xu Jingmin Chen Jun Zhang 21 23 0 11 Dec 2020
Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling Jia-Qi Yang Xiang Li Shuguang Han Tao Zhuang De-Chuan Zhan Xiaoyi Zeng Bin Tong 34 29 0 06 Dec 2020
Distant Supervision for E-commerce Query Segmentation via Attention Network Z. Li Donghui Ding Pengcheng Zou Yu Gong Xi Chen Ji Zhang Jianliang Gao Youxi Wu Yucong Duan 16 0 0 09 Nov 2020
Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect Zheni Zeng Chaojun Xiao Yuan Yao Ruobing Xie Zhiyuan Liu Fen Lin Leyu Lin Maosong Sun VLM 27 40 0 19 Sep 2020
AIBench Scenario: Scenario-distilling AI Benchmarking Wanling Gao Fei Tang Jianfeng Zhan Xu Wen Lei Wang Zheng Cao Chuanxin Lan Chunjie Luo Xiaoli Liu Zihan Jiang 21 14 0 06 May 2020
AIBench Training: Balanced Industry-Standard AI Training Benchmarking Fei Tang Wanling Gao Jianfeng Zhan Chuanxin Lan Xu Wen ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 25 3 0 30 Apr 2020
Adversarial Multimodal Representation Learning for Click-Through Rate Prediction Xiang Li Chao Wang Jiwei Tan Xiaoyi Zeng Dan Ou Bo Zheng 12 44 0 07 Mar 2020
CoLES: Contrastive Learning for Event Sequences with Self-Supervision Dmitrii Babaev Ivan Kireev Nikita Ovsov Maria Ivanova Gleb Gusev Ivan Nazarov Alexander Tuzhilin SSL AI4TS 12 26 0 19 Feb 2020
AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite Wanling Gao Fei Tang Jianfeng Zhan Chuanxin Lan Chunjie Luo ... Gang Lu Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 22 1 0 17 Feb 2020
Targeted display advertising: the case of preferential attachment Saurav Manchanda Pranjul Yadav Khoa D. Doan S. Keerthi 4 1 0 07 Feb 2020
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation Fajie Yuan Xiangnan He Alexandros Karatzoglou Liguang Zhang 16 0 0 13 Jan 2020
Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning Wenhao Zhang Wentian Bao Xiao-Yang Liu Keping Yang Quan Lin Hong Wen Ramin Ramezani CML 19 104 0 16 Oct 2019
Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction Hong Wen Jing Zhang Yuan Wang Fuyu Lv Wentian Bao Quan Lin Keping Yang 16 9 0 15 Oct 2019
Federated User Representation Learning D. Bui Kshitiz Malik Jack Goetz Honglei Liu Seungwhan Moon Anuj Kumar K. Shin FedML 22 62 0 27 Sep 2019
AIBench: An Industry Standard Internet Service AI Benchmark Suite Wanling Gao Fei Tang Lei Wang Jianfeng Zhan Chunxin Lan ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 22 45 0 13 Aug 2019
Production Ranking Systems: A Review M. Iqbal Nishan Subedi Kamelia Aryafar AI4TS 6 3 0 24 Jul 2019
Privileged Features Distillation at Taobao Recommendations Chen Xu Quan Li Junfeng Ge Jinyang Gao Xiaoyong Yang Changhua Pei Fei Sun Jian Wu Hanxiao Sun Wenwu Ou 10 67 0 11 Jul 2019
Learning Cross-Domain Representation with Multi-Graph Neural Network Ouyang Yi Bin Guo Xing Tang Xiuqiang He Jian Xiong Zhiwen Yu AI4CE 31 18 0 24 May 2019
Behavior Sequence Transformer for E-commerce Recommendation in Alibaba Qiwei Chen Huan Zhao Wei Li Pipei Huang Wenwu Ou 21 378 0 15 May 2019
Deep Bayesian Multi-Target Learning for Recommender Systems Qi Wang Zhihui Ji Huasheng Liu Binqiang Zhao BDL 11 11 0 25 Feb 2019
Attention-based Mixture Density Recurrent Networks for History-based Recommendation Tiantian Wang Kyunghyun Cho HAI 6 8 0 22 Sep 2017