Title
Towards Large-scale Generative Ranking Yanhua Huang Y. Chen Xiong Cao Rui Yang Mingliang Qi ... L. Chen Weihang Chen Min Zhu Ruiwen Xu Lei Zhang 45 0 0 07 May 2025
Predicting Movie Hits Before They Happen with LLMs Shaghayegh Agah Yejin Kim Neeraj Sharma Mayur Nankani Kevin Foley H. H. Huang Sardar Hamidian 35 0 0 05 May 2025
Wide & Deep Learning for Node Classification Yancheng Chen Wenguo Yang Zhipeng Jiang GNN 28 0 0 04 May 2025
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Against Opacity: Explainable AI and Large Language Models for Effective Digital Advertising Qi Yang Marlo Ongpin Sergey I. Nikolenko Alfred Huang Aleksandr Farseev DiffM OffRL 76 12 0 22 Apr 2025
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DeepSelective: Feature Gating and Representation Matching for Interpretable Clinical Prediction Ruochi Zhang Qian Yang Xiaoyang Wang Haoran Wu Qiong Zhou ... Yusi Fan J. Zhang Lan Huang Chang Liu Fengfeng Zhou OOD 21 1 0 15 Apr 2025
FROG: Effective Friend Recommendation in Online Games via Modality-aware User Preferences Qiwei Wang Dandan Lin Wenqing Lin Ziming Wu OffRL 25 0 0 13 Apr 2025
InteractRank: Personalized Web-Scale Search Pre-Ranking with Cross Interaction Features Sujay Khandagale Bhawna Juneja Prabhat Agarwal Aditya Subramanian Jaewon Yang Yuting Wang 36 0 0 09 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 24 0 0 09 Apr 2025
Short Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation Zhiyu He Zhixin Ling Jiayu Li Zhiqiang Guo Weizhi Ma Xinchen Luo Min Zhang G. Zhou 31 0 0 05 Apr 2025
SCRec: A Scalable Computational Storage System with Statistical Sharding and Tensor-train Decomposition for Recommendation Models Jinho Yang Ji-Hoon Kim Joo-Young Kim 39 0 0 01 Apr 2025
From Individual to Group: Developing a Context-Aware Multi-Criteria Group Recommender System Ngoc Luyen Lê Marie-Hélène Abel 35 0 0 27 Mar 2025
PRECTR: A Synergistic Framework for Integrating Personalized Search Relevance Matching and CTR Prediction Rong Chen Shuzhi Cao Ailong He Shuguang Han Jufeng Chen 51 0 0 24 Mar 2025
Scaled Supervision is an Implicit Lipschitz Regularizer Z. Ouyang Chunhui Zhang Yaning Jia Soroush Vosoughi BDL OffRL 72 0 0 19 Mar 2025
DashCLIP: Leveraging multimodal models for generating semantic embeddings for DoorDash Omkar Gurjar Kin Sum Liu Praveen Kolli Utsaw Kumar Mandar Rahurkar 24 1 0 18 Mar 2025
Enhancing Job Salary Prediction with Disentangled Composition Effect Modeling: A Neural Prototyping Approach Yang Ji Ying Sun Hengshu Zhu 46 0 0 17 Mar 2025
ShuffleGate: An Efficient and Self-Polarizing Feature Selection Method for Large-Scale Deep Models in Industry Yihong Huang Chen Chu Fan Zhang Fei Chen Yu Lin Ruiduan Li Zhihao Li 43 0 0 12 Mar 2025
Counterfactual Language Reasoning for Explainable Recommendation Systems G. Li Haolin Yang Xinyu Liu Zhen Wu Xinyu Dai LRM CML 37 0 0 11 Mar 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Y. Li LM&Ro LM&MA 87 1 0 07 Mar 2025
Intrinsic and Extrinsic Factor Disentanglement for Recommendation in Various Context Scenarios Yixin Su Wei Jiang Fangquan Lin Cheng Yang S. Erfani Junhao Gan Yunxiang Zhao Ruixuan Li Rui-Xun Zhang CML 65 0 0 05 Mar 2025
Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations Y. Yang Zhi Ji Z. Li Y. Li Zhonglin Mo ... Kai Chen Zijian Zhang Jie Li Shuanglong Li L. Liu 72 2 0 04 Mar 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
Enhancing Collaborative Filtering-Based Course Recommendations by Exploiting Time-to-Event Information with Survival Analysis Alireza Gharahighehi Achilleas Ghinis Michela Venturini Frederik Cornillie C. Vens 35 0 0 27 Feb 2025
Dynamic Knowledge Selector and Evaluator for recommendation with Knowledge Graph Feng Xia Zhifei Hu 37 0 0 24 Feb 2025
GraphFM: Graph Factorization Machines for Feature Interaction Modeling Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang 64 22 0 24 Feb 2025
A Universal Framework for Compressing Embeddings in CTR Prediction Kefan Wang Hao Wang Kenan Song Wei Guo Kai Cheng Z. Li Y. Liu Defu Lian Enhong Chen 59 1 0 24 Feb 2025
Exploiting Epistemic Uncertainty in Cold-Start Recommendation Systems Yang Xiang Li Fan Chenke Yin Menglin Kong Chengtao Ji OffRL 42 0 0 22 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 33 0 0 14 Feb 2025
Adaptive Domain Scaling for Personalized Sequential Modeling in Recommenders Zheng Chai Hui Lu Di Chen Qin Ren Yuchao Zheng Xun Zhou 51 0 0 08 Feb 2025
Addressing Delayed Feedback in Conversion Rate Prediction via Influence Functions Chenlu Ding Jiancan Wu Yancheng Yuan Junfeng Fang Cunchun Li Xiang Wang Xiangnan He 66 1 0 01 Feb 2025
Information Discovery in e-Commerce Z. Z. Ren Xiangnan He Dawei Yin Maarten de Rijke 33 8 0 28 Jan 2025
Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation Dongjie Wang Yanyong Huang Wangyang Ying Haoyue Bai Nanxu Gong ... Meng Xiao Pengfei Wang P. Wang Hui Xiong Yanjie Fu LMTD 45 5 0 17 Jan 2025
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis Lanling Xu Junjie Zhang Bingqian Li Jinpeng Wang Sheng Chen Wayne Xin Zhao Ji-Rong Wen 74 18 0 17 Jan 2025
A RankNet-Inspired Surrogate-Assisted Hybrid Metaheuristic for Expensive Coverage Optimization Tongyu Wu Changhao Miao Yuntian Zhang Chen Chen Chen Chen 38 0 0 13 Jan 2025
Hybrid Forecasting of Geopolitical Events Daniel M. Benjamin Fred Morstatter Ali E. Abbas A. Abeliuk P. Atanasov ... R. Sosič Mark Steyvers Pedro A. Szekely Michael D. Ward Aram Galstyan 70 10 0 14 Dec 2024
Efficient user history modeling with amortized inference for deep learning recommendation models Lars Hertel Neil Daftary Fedor Borisyuk Aman Gupta Rahul Mazumder 56 0 0 09 Dec 2024
CAdam: Confidence-Based Optimization for Online Learning Shaowen Wang Anan Liu Jian Xiao Huan Liu Yuekui Yang Cong Xu Qianqian Pu Suncong Zheng Wei-Qiang Zhang Jian Li 64 0 0 29 Nov 2024
Fusion Matters: Learning Fusion in Deep Click-through Rate Prediction Models Kexin Zhang Fuyuan Lyu Xing Tang Dugang Liu Chen Ma Kaize Ding Xiuqiang He Xue Liu 58 0 0 24 Nov 2024
Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction Xiang Xu Hao Wang Wei Guo L. Zhang Wanshan Yang R. Yu Y. Liu Defu Lian Enhong Chen 33 5 0 22 Nov 2024
An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model Xiaowei Xi Song Leng Yuqing Gong Dalin Li 60 1 0 21 Nov 2024
A Centralized-Distributed Transfer Model for Cross-Domain Recommendation Based on Multi-Source Heterogeneous Transfer Learning Ke Xu Ziliang Wang Wei Zheng Yuhao Ma Chenglin Wang Nengxue Jiang Cai Cao 48 4 0 14 Nov 2024
JEL: Applying End-to-End Neural Entity Linking in JPMorgan Chase Wanying Ding Vinay K. Chaudhri Naren Chittar Krishna Konakanchi 31 7 0 05 Nov 2024
Stochastic Communication Avoidance for Recommendation Systems Lutfi Eren Erdogan Vijay Anand Raghava Kanakagiri Kurt Keutzer Zhen Dong 64 1 0 03 Nov 2024
Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation Mingrui Liu Sixiao Zhang Cheng Long 31 0 0 03 Nov 2024
GPRec: Bi-level User Modeling for Deep Recommenders Yejing Wang Dong Xu Xiangyu Zhao Zhiren Mao Peng Xiang Ling Yan Yao Hu Zijian Zhang Xuetao Wei Q. Liu 35 3 0 28 Oct 2024
Crafting Tomorrow: The Influence of Design Choices on Fresh Content in Social Media Recommendation Srijan Saket Mohit Agarwal Rishabh Mehrotra 14 0 0 19 Oct 2024
Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank Donald Loveland Xinyi Wu Tong Zhao Danai Koutra Neil Shah Mingxuan Ju 34 1 0 15 Oct 2024
A Survey on Deep Tabular Learning Shriyank Somvanshi Subasish Das Syed Aaqib Javed Gian Antariksa Ahmed Hossain LMTD 34 7 0 15 Oct 2024
ERCache: An Efficient and Reliable Caching Framework for Large-Scale User Representations in Meta's Ads System F. I. S. Kevin Zhou Yaning Huang Dong Liang Dai Li Zhongke Zhang ... Emanuele Maccherani Taha Hayat John Guo Varna Puvvada Uladzimir Pashkevich 21 0 0 09 Oct 2024