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Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising

18 May 2021

Papers citing "Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising"

27 / 27 papers shown

Title
Breaker: Removing Shortcut Cues with User Clustering for Single-slot Recommendation System C. Wang Yue Zheng Yujing Zhang Yan Feng Zhe Wang Xiaowei Shi An You Yu Chen CML 49 0 0 01 Jun 2025
Efficient Multi-Task Modeling through Automated Fusion of Trained Models Jingxuan Zhou Weidong Bao Ji Wang Zhengyi Zhong Dayu Zhang MoMe 56 0 0 14 Apr 2025
Gradient Deconfliction via Orthogonal Projections onto Subspaces For Multi-task Learning Shijie Zhu Hui Zhao Tianshu Wu Pengjie Wang Hongbo Deng Jian Xu Bo Zheng 121 1 0 05 Mar 2025
Online Parallel Multi-Task Relationship Learning via Alternating Direction Method of Multipliers Ruiyu Li Peilin Zhao Guangxia Li Zhiqiang Xu Xuewei Li 29 0 0 09 Nov 2024
Residual Multi-Task Learner for Applied Ranking Cong Fu Kun Wang Jiahua Wu Yizhou Chen Guangda Huzhang Yabo Ni Anxiang Zeng Zhiming Zhou 55 1 0 30 Oct 2024
LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation Yuhao Wang Yichao Wang Zichuan Fu Xiangyang Li Xiangyu Zhao Huifeng Guo Ruiming Tang 76 14 0 18 Jun 2024
Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random Mingming Ha Xuewen Tao Wenfang Lin Qionxu Ma Wujiang Xu Lin Chen 84 2 0 24 May 2024
Large-Scale Multi-Domain Recommendation: an Automatic Domain Feature Extraction and Personalized Integration Framework Dongbo Xi Zhen Chen Yuexian Wang He Cui Chong Peng Fuzhen Zhuang Peng Yan 85 0 0 12 Apr 2024
MerRec: A Large-scale Multipurpose Mercari Dataset for Consumer-to-Consumer Recommendation Systems Lichi Li Zainul Din Zhen Tan Sam London Tianlong Chen Ajay Daptardar 97 1 0 22 Feb 2024
STEM: Unleashing the Power of Embeddings for Multi-task Recommendation Liangcai Su Junwei Pan Ximei Wang Xi Xiao Shijie Quan Xihua Chen Jie Jiang 90 21 0 16 Aug 2023
Deep Task-specific Bottom Representation Network for Multi-Task Recommendation Qi Liu Zhilong Zhou Gangwei Jiang T. Ge Defu Lian 67 14 0 11 Aug 2023
Click-Conversion Multi-Task Model with Position Bias Mitigation for Sponsored Search in eCommerce Yibo Wang Yanbing Xue Bo Liu Musen Wen Wenting Zhao Stephen D. Guo Philip S. Yu 44 3 0 29 Jul 2023
DEPHN: Different Expression Parallel Heterogeneous Network using virtual gradient optimization for Multi-task Learning Menglin Kong Ri-Qi Su Shaojie Zhao Muzhou Hou MoE 57 0 0 24 Jul 2023
Optimizing Airbnb Search Journey with Multi-task Learning Chun How Tan Austin Chan Malay Haldar Jie Tang Xin Liu Mustafa Abdool Huiji Gao Li He Sanjeev Katariya 63 6 0 28 May 2023
Curriculum Modeling the Dependence among Targets with Multi-task Learning for Financial Marketing Yunpeng Weng Xing Tang Liang Chen Xiuqiang He 36 3 0 25 Apr 2023
Exploring 360-Degree View of Customers for Lookalike Modeling Md. Mostafizur Rahman Daisuke Kikuta Satyen Abrol Yuya Hirate Toyotaro Suzumura Pablo S. Loyola Takuma Ebisu Manoj Kondapaka 72 5 0 17 Apr 2023
Adaptive Pattern Extraction Multi-Task Learning for Multi-Step Conversion Estimations Xuewen Tao Mingming Ha Xiaobo Guo Qiongxu Ma Ho Kei Cheng Wenfang Lin 86 0 0 06 Jan 2023
AdaTask: A Task-aware Adaptive Learning Rate Approach to Multi-task Learning Enneng Yang Junwei Pan Ximei Wang Haibin Yu Li Shen Xihua Chen Lei Xiao Jie Jiang G. Guo 130 44 0 28 Nov 2022
Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications Hao Wang Zhichao Chen Jiajun Fan Yuxin Huang Weiming Liu Xinggao Liu CML 78 3 0 20 Oct 2022
Billion-user Customer Lifetime Value Prediction: An Industrial-scale Solution from Kuaishou Kunpeng Li Guangcui Shao Naijun Yang Xiao Fang Yang Song 76 19 0 29 Aug 2022
Towards a Better Microcredit Decision Mengnan Song Jiasong Wang Suisui Su 18 2 0 23 Aug 2022
RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring Qiang Liu Yingtao Luo Shu Wu Zhen Zhang Xiangnan Yue Hong Jin Liang Wang 85 9 0 01 Jun 2022
Automatic Expert Selection for Multi-Scenario and Multi-Task Search Xinyu Zou Zhi Hu Yiming Zhao X. Ding Zhongyi Liu Chenliang Li Aixin Sun MoE 24 37 0 28 May 2022
ESCM $^2$ : Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation Hao Wang Tai-Wei Chang Tianqiao Liu Jia-Bin Huang Zhichao Chen Chao-hui Yu Ruopeng Li Wei Chu 103 94 0 03 Apr 2022
Multi-view Multi-behavior Contrastive Learning in Recommendation Yiqing Wu Ruobing Xie Yongchun Zhu Xiang Ao Xin Chen Xu-Yao Zhang Fuzhen Zhuang Leyu Lin Qing He 86 80 0 20 Mar 2022
Arbitrary Distribution Modeling with Censorship in Real-Time Bidding Advertising Xu Li Michelle Ma Zhang Youjun Tong Zhenya Wang 35 9 0 26 Oct 2021
Personalized Transfer of User Preferences for Cross-domain Recommendation Yongchun Zhu Zhenwei Tang Yudan Liu Fuzhen Zhuang Ruobing Xie Xu-Yao Zhang Leyu Lin Qing He 65 177 0 21 Oct 2021