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Deep Interest Evolution Network for Click-Through Rate Prediction

11 September 2018

Chang Zhou

Papers citing "Deep Interest Evolution Network for Click-Through Rate Prediction"

50 / 374 papers shown

Title
Toward a benchmark for CTR prediction in online advertising: datasets, evaluation protocols and perspectivesElectronic Commerce Research (ECR), 2025 Shan Gao Yanwu Yang 32 0 0 01 Dec 2025
A Probabilistic Framework for Temporal Distribution Generalization in Industry-Scale Recommender Systems Yuxuan Zhu Cong Fu Yabo Ni Anxiang Zeng Yuan Fang OOD 344 0 0 26 Nov 2025
LLM-EDT: Large Language Model Enhanced Cross-domain Sequential Recommendation with Dual-phase Training Ziwei Liu Qidong Liu Wanyu Wang Yejing Wang Tong Xu Wei Huang C. Chen Peng Chuan Xiangyu Zhao 52 0 0 25 Nov 2025
FinTRec: Transformer Based Unified Contextual Ads Targeting and Personalization for Financial Applications Dwipam Katariya Snehita Varma Akshat Shreemali Benjamin Wu Kalanand Mishra Pranab Mohanty 68 0 0 18 Nov 2025
AIF: Asynchronous Inference Framework for Cost-Effective Pre-Ranking Zhi Kou Xiang-Rong Sheng Shuguang Han Zhishan Zhao Yueyao Cheng Han Zhu Jian Xu Bo Zheng 108 0 0 17 Nov 2025
AdaRec: Adaptive Recommendation with LLMs via Narrative Profiling and Dual-Channel Reasoning Meiyun Wang Charin Polpanumas 60 0 0 10 Nov 2025
Time Matters: A Novel Real-Time Long- and Short-term User Interest Model for Click-Through Rate Prediction Xian-Jin Gui 88 0 0 09 Nov 2025
Make It Long, Keep It Fast: End-to-End 10k-Sequence Modeling at Billion Scale on Douyin Lin Guan Jia-Qi Yang Zhishan Zhao Beichuan Zhang Bo Sun ... Hangyu Wang Qiwei Chen Yi Cheng Feng Zhang Xiao Yang OffRL VLM 324 0 0 08 Nov 2025
OneTrans: Unified Feature Interaction and Sequence Modeling with One Transformer in Industrial Recommender Zhaoqi Zhang Haolei Pei Jun Guo Tianyu Wang Yufei Feng Hui Sun Shaowei Liu Aixin Sun OffRL 136 3 0 30 Oct 2025
DUET: Dual Model Co-Training for Entire Space CTR Prediction Yutian Xiao Meng Yuan Fuzhen Zhuang Wei Chen Shukuan Wang ... Wenhui Yu Xiang Li Lantao Hu Han Li Zhao Zhang 92 0 0 28 Oct 2025
HoMer: Addressing Heterogeneities by Modeling Sequential and Set-wise Contexts for CTR Prediction Shuwei Chen J. Cui Zhengqi Xu Fan Zhang Jiangke Fan Teng Zhang Xingxing Wang AI4TS 196 0 0 13 Oct 2025
Next Interest Flow: A Generative Pre-training Paradigm for Recommender Systems by Modeling All-domain Movelines Chen Gao Zixin Zhao Lv Shao Tong Liu AI4TS 32 0 0 13 Oct 2025
Hierarchical LoRA MoE for Efficient CTR Model Scaling Zhichen Zeng Mengyue Hang Xiaolong Liu Xiaoyi Liu Xiao Lin ... Chaofei Yang Yiqun Liu Hang Yin Jiyan Yang Hanghang Tong MoE 144 0 0 12 Oct 2025
PANTHER: Generative Pretraining Beyond Language for Sequential User Behavior Modeling Guilin Li Y. Zhang Xiuyuan Chen Chengqi Li Bo Wang Linghe Kong Wenjia Wang Weiran Huang Matthias Tan MLLM AI4TS 124 0 0 11 Oct 2025
Tag-Enriched Multi-Attention with Large Language Models for Cross-Domain Sequential RecommendationIEEE transactions on consumer electronics (IEEE TCE), 2025 Wangyu Wu Xuhang Chen Zhenhong Chen Jing-En Jiang Kim-Fung Tsang Xiaowei Huang Fei Ma Jimin Xiao 3DV AI4TS 276 0 0 10 Oct 2025
Improving Anomaly Detection in Industrial Time Series: The Role of Segmentation and Heterogeneous Ensemble Emilio Mastriani Alessandro Costa Federico Incardona Kevin Munari Sebastiano Spinello AI4TS 104 0 0 10 Oct 2025
On Predicting Post-Click Conversion Rate via Counterfactual Inference Junhyung Ahn Sanghack Lee CML 98 0 0 06 Oct 2025
Adaptive Weighted Loss for Sequential Recommendations on Sparse Domains Akshay Mittal Vinay Venkatesh Krishna Kandi Shalini Sudarshan 141 0 0 05 Oct 2025
MTRec: Learning to Align with User Preferences via Mental Reward Models Mengchen Zhao Yifan Gao Yaqing Hou Xiangyang Li Pengjie Gu Zhenhua Dong Ruiming Tang Yi Cai 179 0 0 26 Sep 2025
Toward Robust and Efficient ML-Based GPU Caching for Modern Inference Peng Chen Jiaji Zhang Hailiang Zhao Yirong Zhang Jiahong Yu ... Jianping Zou Gang Xiong Kingsum Chow Shuibing He Shuiguang Deng BDL 144 0 0 25 Sep 2025
Adaptive User Interest Modeling via Conditioned Denoising Diffusion For Click-Through Rate Prediction Qihang Zhao Xiaoyang Zheng Ben Chen Zhongbo Sun Chenyi Lei DiffM 80 0 0 24 Sep 2025
Equip Pre-ranking with Target Attention by Residual Quantization Y. Li Yu Zhu Yichen Qiao Ziyu Guan Lv Shao Tong Liu Bo Zheng MQ 67 1 0 21 Sep 2025
A Learnable Fully Interacted Two-Tower Model for Pre-Ranking SystemAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Chao Xiong Xianwen Yu Wei Xu Lei Cheng Chuan Yuan Linjian Mo 93 2 0 16 Sep 2025
Practice on Long Behavior Sequence Modeling in Tencent Advertising Xian Hu Ming Yue Zhixiang Feng Junwei Pan Junjie Zhai ... Chao Deng Yuekui Yang Shudong Huang Dapeng Liu Haijie Gu 82 0 0 10 Sep 2025
ELEC: Efficient Large Language Model-Empowered Click-Through Rate PredictionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Rui Dong Wentao Ouyang Xiangzheng Liu 3DV 88 0 0 09 Sep 2025
MARS: Modality-Aligned Retrieval for Sequence Augmented CTR Prediction Yutian Xiao Shukuan Wang Binhao Wang Zhao Zhang Yanze Zhang Shanqi Liu Chao Feng Xiang Li Fuzhen Zhuang 136 2 0 01 Sep 2025
Diffusion-based Multi-modal Synergy Interest Network for Click-through Rate PredictionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Xiaoxi Cui Weihai Lu Yu Tong Yiheng Li Zhejun Zhao 104 4 0 29 Aug 2025
DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors Zhuoxing Wei Qingchen Xie Qi Liu 58 0 0 29 Aug 2025
Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate PredictionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Zhuoxing Wei Qi Liu Qingchen Xie 59 0 0 28 Aug 2025
DiffusionGS: Generative Search with Query Conditioned Diffusion in Kuaishou Cunliang Kong Xiaoyang Zheng Qihang Zhao Ke Xu Zhongbo Sun C. Wang Chenyi Lei Han Li Wenwu Ou DiffM 57 0 0 25 Aug 2025
VQL: An End-to-End Context-Aware Vector Quantization Attention for Ultra-Long User Behavior Modeling Kaiyuan Li Yongxiang Tang Yanhua Cheng Yong Bai Yanxiang Zeng Chao Wang Xialong Liu Peng Jiang MQ VLM 109 0 0 23 Aug 2025
LongRetriever: Towards Ultra-Long Sequence based Candidate Retrieval for Recommendation Ren Qin Chai Zheng Xiao Xijun Zheng Yuchao Wu Di RALM 158 0 0 21 Aug 2025
Modeling Long-term User Behaviors with Diffusion-driven Multi-interest Network for CTR PredictionACM Conference on Recommender Systems (RecSys), 2025 Weijiang Lai Beihong Jin Yapeng Zhang Yiyuan Zheng Rui Zhao Jian Dong Jun Lei Xingxing Wang DiffM 152 1 0 21 Aug 2025
Exploring Scaling Laws of CTR Model for Online Performance ImprovementACM Conference on Recommender Systems (RecSys), 2025 Weijiang Lai Beihong Jin Jiongyan Zhang Yiyuan Zheng Jian Dong Jia Cheng Jun Lei Xingxing Wang LRM 176 2 0 21 Aug 2025
TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Yu Xia Rui Zhong Zeyu Song Wei Yang Junchen Wan Qingpeng Cai Chi Lu Peng Jiang LRM 109 4 0 21 Aug 2025
Large Foundation Model for Ads Recommendation Shangyu Zhang Shijie Quan Zhongren Wang Junwei Pan Tianqu Zhuang ... Dapeng Liu Lei Xiao Haijie Gu Shu-Tao Xia Jie Jiang 120 1 0 20 Aug 2025
DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion Moyu Zhang Yun Chen Yujun Jin Jinxin Hu Yu Zhang DiffM 140 2 0 20 Aug 2025
You Only Evaluate Once: A Tree-based Rerank Method at Meituan Shuli Wang Yinqiu Huang Changhao Li Yuan Zhou Yonggang Liu Yongqiang Zhang Yinhua Zhu Haitao Wang Xingxing Wang 84 2 0 20 Aug 2025
ENCODE: Breaking the Trade-Off Between Performance and Efficiency in Long-Term User Behavior ModelingIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025 Wenji Zhou Yuhang Zheng Yinfu Feng Yunan Ye Rong Xiao Long Chen Xiaosong Yang Jun Xiao 84 2 0 19 Aug 2025
INFNet: A Task-aware Information Flow Network for Large-Scale Recommendation Systems Kaiyuan Li Dongdong Mao Yongxiang Tang Yanhua Cheng Yanxiang Zeng Chao Wang Xialong Liu Peng Jiang 80 0 0 15 Aug 2025
CoDiEmb: A Collaborative yet Distinct Framework for Unified Representation Learning in Information Retrieval and Semantic Textual Similarity Bowen Zhang Zixin Song C. L. Philip Chen Qian-Wen Zhang Di Yin Xing Sun 124 1 0 15 Aug 2025
FuXi-β: Towards a Lightweight and Fast Large-Scale Generative Recommendation Model Yufei Ye Wei Guo Hao Wang Hong Zhu Yuyang Ye Yong Liu Huifeng Guo Ruiming Tang Defu Lian Tong Xu 122 2 0 14 Aug 2025
SPARC: Soft Probabilistic Adaptive multi-interest Retrieval Model via Codebooks for recommender system Jialiang Shi Yaguang Dou Tian Qi 193 0 0 12 Aug 2025
Improved Personalized Headline Generation via Denoising Fake Interests from Implicit Feedback Kejin Liu Junhong Lian Xiang Ao Ningtao Wang Xing Fu Yu Cheng Weiqiang Wang Xinyu Liu 149 0 0 10 Aug 2025
Bidding-Aware Retrieval for Multi-Stage Consistency in Online Advertising Yinan Han Y. Liu Ziru Xu Zhaoyu Zhou Zhi Kou Yeqiu Yang Han Zhu Jian Xu Bo Zheng 72 0 0 07 Aug 2025
KuaiLive: A Real-time Interactive Dataset for Live Streaming Recommendation Changle Qu Sunhao Dai Ke Guo Liqin Zhao Yanan Niu Xiao Zhang Jun Xu AI4TS 160 0 0 07 Aug 2025
An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation Tiantian He Minzhi Xie Runtong Li Xiaoxiao Xu Jiaqi Yu Zixiu Wang Lantao Hu Han Li Kun Gai OffRL 125 1 0 07 Aug 2025
Benefit from Rich: Tackling Search Interaction Sparsity in Search Enhanced Recommendation Teng Shi Weijie Yu Xiao Zhang Ming He Jianping Fan Jun Xu 115 1 0 06 Aug 2025
Dual-disentangle Framework for Diversified Sequential Recommendation Haoran Zhang Jingtong Liu Jiangzhou Deng Junpeng Guo 65 0 0 05 Aug 2025
From Generation to Consumption: Personalized List Value Estimation for Re-ranking Kaike Zhang Xiaobei Wang Xiaoyu Liu Shuchang Liu Hailan Yang Longji Xu Fei Sun Qi Cao 75 1 0 04 Aug 2025