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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
Dual Collaborative LLMs via Continual Fine-Tuning for Serendipitous Recommendation Hongxiang Lin Hao Guo Zeshun Li Erpeng Xue Yexiao He Xiangyu Hou Zhaoyu Hu Lei Wang Sheng Chen 114 0 0 01 Aug 2025
R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation SystemsACM Conference on Recommender Systems (RecSys), 2025 Hao Gu Rui Zhong Yu Xia Wei Yang Chi Lu Peng Jiang Kun Gai LRM 222 7 0 23 Jul 2025
Hierarchical Graph Information Bottleneck for Multi-Behavior RecommendationACM Conference on Recommender Systems (RecSys), 2025 Hengyu Zhang Chunxu Shen Xiangguo Sun Jie Tan Yanchao Tan Yu Rong Hong Cheng Lingling Yi 114 0 0 21 Jul 2025
LLM-Enhanced Multimodal Fusion for Cross-Domain Sequential Recommendation Wangyu Wu Zhenhong Chen Xianglin Qiu Siqi Song Xiaowei Huang Fei Ma Jimin Xiao AI4TS 162 11 0 22 Jun 2025
Macro Graph of Experts for Billion-Scale Multi-Task Recommendation Hongyu Yao Zijin Hong Hao Chen Zhiqing Li Zhiqing Li Zuobin Ying Zuobin Ying Huan Gong Feiran Huang 336 0 0 12 Jun 2025
NAM: A Normalization Attention Model for Personalized Product Search In FliggyAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Shui Liu Mingyuan Tao Maofei Que Pan Li Dong Li Shenghua Ni Zhuoran Zhuang 121 0 0 10 Jun 2025
MERIT: A Merchant Incentive Ranking Model for Hotel Search & RankingInternational Conference on Information and Knowledge Management (CIKM), 2023 Shigang Quan Hailong Tan Shui Liu Zhenzhe Zheng Ruihao Zhu Liangyue Li Quan Lu Fan Wu 135 1 0 10 Jun 2025
Scaling Transformers for Discriminative Recommendation via Generative Pretraining Chunqi Wang Bingchao Wu Z. Chen Lei Shen Bing Wang Xiaoyi Zeng 325 6 0 04 Jun 2025
DV365: Extremely Long User History Modeling at Instagram Wenhan Lyu Devashish Tyagi Yihang Yang Ziwei Li A. Somani ... Ferdi Adeputra Curtis Zeng Arun K. Singh Maxime Ransan Sagar Jain 58 1 0 31 May 2025
LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach Haoran Xin Ying Sun Chao Wang Weijia Zhang Hui Xiong 209 1 0 26 May 2025
Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language ModelAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Yu Xia Rui Zhong Hao Gu Wei Yang Chi Lu Peng Jiang Kun Gai 389 4 0 26 May 2025
DLF: Enhancing Explicit-Implicit Interaction via Dynamic Low-Order-Aware Fusion for CTR PredictionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Kefan Wang Hao Wang Wei Guo Yong Liu Jianghao Lin Defu Lian Tong Xu 190 1 0 25 May 2025
Action is All You Need: Dual-Flow Generative Ranking Network for Recommendation Hao Guo Erpeng Xue Lei Huang Shichao Wang Xiaolei Wang Lei Wang Jinpeng Wang Sheng Chen 259 2 0 22 May 2025
Field Matters: A lightweight LLM-enhanced Method for CTR Prediction Yu Cui Yifan Zhang Jiawei Chen Yudi Wu Changwang Zhang Jun Wang Yuegang Sun Xiaohu Yang Can Wang 232 0 0 20 May 2025
Interest Changes: Considering User Interest Life Cycle in Recommendation SystemAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Yinjiang Cai Jiangpan Hou Yangping Zhu Yuan Nie 278 0 0 13 May 2025
LONGER: Scaling Up Long Sequence Modeling in Industrial RecommendersACM Conference on Recommender Systems (RecSys), 2025 Zheng Chai Qin Ren Xijun Xiao Heng Yang Bo Han ... Xiang Sun Yaocheng Tan Peng Xu Yuchao Zheng Di Wu 285 16 0 07 May 2025
A Framework for Elastic Adaptation of User Multiple Intents in Sequential RecommendationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 Zhikai Wang Yanyan Shen AI4TS 314 1 0 30 Apr 2025
Feature Staleness Aware Incremental Learning for CTR PredictionInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Zhikai Wang Yanyan Shen Zibin Zhang Kangyi Lin 258 2 0 29 Apr 2025
Dynamic Time-aware Continual User Representation LearningAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Seungyoon Choi Sein Kim Hongseok Kang Wonjoong Kim Chanyoung Park CLL 188 0 0 23 Apr 2025
FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Guoquan Wang Qiang Luo Weisong Hu Pengfei Yao Wencong Zeng Guorui Zhou Kun Gai AI4TS 287 3 0 23 Apr 2025
Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation ModelAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Guang Dai Kenan Song Yi Quan Lee Wei Guo Hao Wang Yawen Li Huifeng Guo Wenshu Fan Defu Lian Tong Xu 256 6 0 23 Apr 2025
Cognitive-Inspired Hierarchical Attention Fusion With Visual and Textual for Cross-Domain Sequential Recommendation Wangyu Wu Zhenhong Chen Siqi Song Xianglin Qiua Xiaowei Huang Fei Ma Jimin Xiao HAI 409 3 0 21 Apr 2025
On the Practice of Deep Hierarchical Ensemble Network for Ad Conversion Rate PredictionThe Web Conference (WWW), 2025 Jinfeng Zhuang Yinrui Li Runze Su Ke Xu Zhixuan Shao ... Qifei Shen Aayush Mudgal Caleb Lu Qingbin Liu Hongda Shen 341 3 0 10 Apr 2025
A Novel Mamba-based Sequential Recommendation Method Jun Yuan Mamba 835 0 0 10 Apr 2025
CHIME: A Compressive Framework for Holistic Interest Modeling Yong Bai Rui Xiang Kaiyuan Li Yongxiang Tang Yanhua Cheng Xialong Liu Peng Jiang Kun Gai 154 4 0 09 Apr 2025
InteractRank: Personalized Web-Scale Search Pre-Ranking with Cross Interaction FeaturesThe Web Conference (WWW), 2025 Sujay Khandagale Bhawna Juneja Prabhat Agarwal Aditya Subramanian Jaewon Yang Yuting Wang 192 2 0 09 Apr 2025
GTS-LUM: Reshaping User Behavior Modeling with LLMs in Telecommunications Industry Liu Shi Tianwu Zhou Wei Xu Li-Yu Daisy Liu Zhexin Cui Shaoyi Liang Haoxing Niu Yichong Tian Jianwei Guo AI4TS 162 0 0 09 Apr 2025
Short Video Segment-level User Dynamic Interests Modeling in Personalized RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Zhiyu He Zhixin Ling Jiayu Li Zhiqiang Guo Weizhi Ma Xinchen Luo Min Zhang G. Zhou 358 3 0 05 Apr 2025
PRECTR: A Synergistic Framework for Integrating Personalized Search Relevance Matching and CTR PredictionThe Web Conference (WWW), 2025 Rong Chen Shuzhi Cao Ailong He Shuguang Han Jufeng Chen 253 0 0 24 Mar 2025
Scaled Supervision is an Implicit Lipschitz RegularizerInternational Conference on Web and Social Media (ICWSM), 2025 Z. Ouyang Chunhui Zhang Yaning Jia Soroush Vosoughi BDL OffRL 259 1 0 19 Mar 2025
MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty CalibrationThe Web Conference (WWW), 2022 Siguang Huang Yunli Wang Lili Mou Huayue Zhang Ziru Xu Chuan Yu Bo Zheng 353 16 0 13 Mar 2025
Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale MatchingThe Web Conference (WWW), 2025 Yihan Wang Fei Xiong Zhexin Han Qi Song Kaiqiao Zhan Ben Wang 193 5 0 28 Feb 2025
OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment Jiaxin Deng Shiyao Wang Kuo Cai Lejian Ren Qigen Hu Weifeng Ding Qiang Luo Guorui Zhou 287 85 0 26 Feb 2025
Multiview graph dual-attention deep learning and contrastive learning for multi-criteria recommender systemsExpert systems with applications (ESWA), 2025 Saman Forouzandeh P. Krivitsky Rohitash Chandra 153 2 0 26 Feb 2025
Dynamic Knowledge Selector and Evaluator for recommendation with Knowledge Graph Feng Xia Zhifei Hu 211 0 0 24 Feb 2025
A Universal Framework for Compressing Embeddings in CTR Prediction Kefan Wang Hao Wang Kenan Song Wei Guo Kai Cheng Hao Sun Yixiao Liu Defu Lian Tong Xu 266 4 0 24 Feb 2025
Generative Large Recommendation Models: Emerging Trends in LLMs for RecommendationThe Web Conference (WWW), 2025 Hao Wang Wei Guo Guang Dai Jin Yao Chin Yufei Ye Huifeng Guo Yixiao Liu Defu Lian Ruiming Tang Tong Xu 301 10 0 20 Feb 2025
Applying Deep Learning to Ads Conversion Prediction in Last Mile Delivery Marketplace Di Li Xiaochang Miao Huiyu Song Chao Chu Hao Xu Mandar Rahurkar 154 0 0 14 Feb 2025
IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform Wenhao Wu Xiaojie Li L. xilinx Wang Jingren Zhou Di Wu ... Qingheng Zhang Yin Zhang Shuguang Han Fei Huang Jingshu Chen 192 0 0 11 Feb 2025
Large Memory Network for RecommendationThe Web Conference (WWW), 2025 Hui Lu Zheng Chai Y. Zheng Zhe Chen Deping Xie Peng Xu Xun Zhou 258 3 0 08 Feb 2025
Adaptive Domain Scaling for Personalized Sequential Modeling in RecommendersAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Zheng Chai Hui Lu Di Chen Qin Ren Yuchao Zheng Xun Zhou 365 1 0 08 Feb 2025
Pre-train and Fine-tune: Recommenders as Large ModelsThe Web Conference (WWW), 2025 Zhenhao Jiang Chong Chen Hao Feng Yu Yang Jin Liu Jie Zhang Jia Jia Ning Hu 187 0 0 24 Jan 2025
Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in RecommendationACM Transactions on Recommender Systems (TORS), 2025 Rong Shan Jiachen Zhu Jianghao Lin Chenxu Zhu Bo Chen Ruiming Tang Yong Yu Weinan Zhang 166 0 0 23 Jan 2025
CHAT: Beyond Contrastive Graph Transformer for Link Prediction in Heterogeneous Networks Shengming Zhang Le Zhang Jingbo Zhou Hui Xiong 158 0 0 06 Jan 2025
Federated Heavy Hitter Analytics with Local Differential Privacy Yuemin Zhang Qingqing Ye Haibo Hu FedML 434 2 0 03 Jan 2025
Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential Recommendation Chuan He Yongchao Liu Qiang Li Weiqiang Wang Xin Fu Xinyi Fu Chuntao Hong Xinwei Yao 269 0 0 31 Dec 2024
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark Xiaopeng Li Jingtong Gao Pengyue Jia Xiangyu Zhao Yichao Wang ... Longji Xu Yuhao Wang Xiangyu Zhao Huifeng Guo Ruiming Tang 400 2 0 23 Dec 2024
Explainable CTR Prediction via LLM ReasoningWeb Search and Data Mining (WSDM), 2024 Xiaohan Yu Li Zhang C. L. Philip Chen OffRL LRM 233 2 0 03 Dec 2024
Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR PredictionKnowledge Discovery and Data Mining (KDD), 2024 Xiang Xu Hao Wang Wei Guo Guang Dai Wanshan Yang R. Yu Yixiao Liu Defu Lian Tong Xu 448 12 0 22 Nov 2024
Scaling Laws for Online Advertisement Retrieval Yunli Wang Zhiyong Yang Zheng Zhang Zhiqiang Wang Zhiqiang Wang ... Kun Gai Yanjie Zhu J. Yang Shiyang Wen Peng Jiang OffRL 334 10 0 20 Nov 2024