Deep Learning for Click-Through Rate Estimation

21 April 2021

Ruiming Tang

Papers citing "Deep Learning for Click-Through Rate Estimation"

28 / 28 papers shown

Title
Feature Staleness Aware Incremental Learning for CTR Prediction Zhikai Wang Yanyan Shen Zibin Zhang Kangyi Lin 25 2 0 29 Apr 2025
Enhancing LLM-based Recommendation through Semantic-Aligned Collaborative Knowledge Zihan Wang Jinghao Lin Xiaocui Yang Yongkang Liu Shi Feng Daling Wang Y. Zhang 18 0 0 14 Apr 2025
Beyond Self-Consistency: Loss-Balanced Perturbation-Based Regularization Improves Industrial-Scale Ads Ranking Ilqar Ramazanli Hamid Eghbalzadeh Xiaoyi Liu Yang Wang Jiaxiang Fu Kaushik Rangadurai Sem Park Bo Long Xue Feng 48 0 0 05 Feb 2025
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark Xiaopeng Li Jingtong Gao Pengyue Jia Xiangyu Zhao Yichao Wang ... Y. Wang Yuhao Wang Xiangyu Zhao Huifeng Guo Ruiming Tang 57 1 0 17 Jan 2025
An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Xiaowei Xi Song Leng Yuqing Gong Dalin Li 62 1 0 21 Nov 2024
Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directions Cheng-Te Li Yu-Che Tsai Chih-Yao Chen Jay Chiehen Liao LMTD AI4CE 33 7 0 04 Jan 2024
Reinforcement Learning from Statistical Feedback: the Journey from AB Testing to ANT Testing Feiyang Han Yimin Wei Zhaofeng Liu Yanxing Qi 25 1 0 24 Nov 2023
Unlocking the Transferability of Tokens in Deep Models for Tabular Data Qi-Le Zhou Han-Jia Ye Le-Ye Wang De-Chuan Zhan 29 7 0 23 Oct 2023
ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction Jianghao Lin Bo Chen Hangyu Wang Yunjia Xi Yanru Qu Xinyi Dai Kangning Zhang Ruiming Tang Yong Yu Weinan Zhang 58 30 0 13 Oct 2023
EMOFM: Ensemble MLP mOdel with Feature-based Mixers for Click-Through Rate Prediction Yujian Betterest Li Kai Wu 15 0 0 06 Oct 2023
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Jianghao Lin Rongjie Shan Chenxu Zhu Kounianhua Du Bo Chen Shigang Quan Ruiming Tang Yong Yu Weinan Zhang LRM 34 79 0 22 Aug 2023
AutoAssign+: Automatic Shared Embedding Assignment in Streaming Recommendation Ziru Liu Kecheng Chen Fengyi Song Bo Chen Xiangyu Zhao Huifeng Guo Ruiming Tang 16 3 0 14 Aug 2023
MAP: A Model-agnostic Pretraining Framework for Click-through Rate Prediction Jianghao Lin Yanru Qu Wei Guo Xinyi Dai Ruiming Tang Yong Yu Weinan Zhang 17 20 0 03 Aug 2023
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 30 195 0 09 Jun 2023
COURIER: Contrastive User Intention Reconstruction for Large-Scale Visual Recommendation Jia-Qi Yang Chen Dai OU Dan Dongshuai Li Ju Huang De-Chuan Zhan Xiaoyi Zeng Yang Yang 12 1 0 08 Jun 2023
STUDY: Socially Aware Temporally Causal Decoder Recommender Systems Eltayeb Ahmed Diana Mincu Lauren Harrell Katherine A. Heller Subhrajit Roy 13 0 0 02 Jun 2023
DELTA: Dynamic Embedding Learning with Truncated Conscious Attention for CTR Prediction Chengkai Zhu Liang Du Hong Chen Shuang Zhao Zixun Sun Xin Eric Wang Wenwu Zhu 13 1 0 03 May 2023
Counterfactual Learning on Graphs: A Survey Zhimeng Guo Teng Xiao Zongyu Wu Charu C. Aggarwal Hui Liu Suhang Wang CML AI4CE 40 18 0 03 Apr 2023
A Survey on User Behavior Modeling in Recommender Systems Zhicheng He Weiwen Liu Wei Guo Jiarui Qin Yingxue Zhang Yaochen Hu Ruiming Tang 52 30 0 22 Feb 2023
adSformers: Personalization from Short-Term Sequences and Diversity of Representations in Etsy Ads A. Awad Denisa Roberts Eden Dolev Andrea Heyman Zahra Ebrahimzadeh Zoe Weil Marcin Mejran Vaibhav Malpani Mahir Yavuz 25 6 0 02 Feb 2023
A Deep Behavior Path Matching Network for Click-Through Rate Prediction Jian Dong Yisong Yu Yapeng Zhang Yimin Lv Shuli Wang Beihong Jin Yongkang Wang Xingxing Wang Dong Wang HAI 14 4 0 01 Feb 2023
CL4CTR: A Contrastive Learning Framework for CTR Prediction Fang Wang Yingxu Wang Dongsheng Li Hansu Gu T. Lu Peng-Zhen Zhang Ning Gu SSL 18 42 0 01 Dec 2022
APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction Bencheng Yan Pengjie Wang Kai Zhang Feng Li Hongbo Deng Jian Xu Bo Zheng 19 20 0 30 Mar 2022
DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction Buyun Zhang Liangchen Luo Xi Liu Jay Li Zeliang Chen ... Yasmine Badr Jongsoo Park Jiyan Yang Dheevatsa Mudigere Ellie Wen 3DV 20 11 0 11 Mar 2022
Click-Through Rate Prediction in Online Advertising: A Literature Review Yanwu Yang Panyu Zhai CML 3DV 42 94 0 22 Feb 2022
Click-through Rate Prediction with Auto-Quantized Contrastive Learning Yujie Pan Jiangchao Yao Bo Han Kunyang Jia Ya-Qin Zhang Hongxia Yang MQ 25 18 0 27 Sep 2021
FINT: Field-aware INTeraction Neural Network For CTR Prediction Zhishan Zhao Sen Yang Guohui Liu Dawei Feng Ke Xu 14 9 0 05 Jul 2021
Learnable Embedding Sizes for Recommender Systems Siyi Liu Chen Gao Yihong Chen Depeng Jin Yong Li 59 82 0 19 Jan 2021