ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation

17 November 2017

Chang Zhou

Jinze Bai

Xiusi Chen

Papers citing "ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation"

50 / 68 papers shown

Title
Theoretical Guarantees for LT-TTD: A Unified Transformer-based Architecture for Two-Level Ranking Systems Ayoub Abraich 45 0 0 07 May 2025
A Benchmark for Vision-Centric HD Mapping by V2I Systems Miao Fan Shanshan Yu Shengtong Xu Kun Jiang Haoyi Xiong Xiangzeng Liu 3DV 61 0 0 31 Mar 2025
Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation Chenhao Zhai Chang Meng Yu Yang Kexin Zhang Xuhao Zhao Xiu Li 93 0 0 04 Feb 2025
Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction Xiang Xu Hao Wang Wei Guo Lefei Zhang Wanshan Yang R. Yu Y. Liu Defu Lian Enhong Chen 47 5 0 22 Nov 2024
Transformers Meet ACT-R: Repeat-Aware and Sequential Listening Session Recommendation Viet-Anh Tran Guillaume Salha-Galvan Bruno Sguerra Romain Hennequin 39 7 0 29 Aug 2024
Towards Lifelong Learning Embeddings: An Algorithmic Approach to Dynamically Extend Embeddings Miguel Alves Gomes Philipp Meisen Tobias Meisen 34 0 0 26 Aug 2024
player2vec: A Language Modeling Approach to Understand Player Behavior in Games Tianze Wang Maryam Honari Jahromi Styliani Katsarou Olga Mikheeva Theodoros Panagiotakopoulos Sahar Asadi Oleg Smirnov 21 4 0 05 Apr 2024
Enriching User Shopping History: Empowering E-commerce with a Hierarchical Recommendation System Irem Islek Ş. Öğüdücü 26 0 0 15 Mar 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 47 0 0 22 Feb 2024
Denoising Time Cycle Modeling for Recommendation Sicong Xie Qunwei Li Weidi Xu Kaiming Shen Shaohu Chen Leon Wenliang Zhong AI4TS 16 7 0 05 Feb 2024
Behavioral Authentication for Security and Safety Cheng Wang Hao Tang Hang Zhu Junhan Zheng Changjun Jiang 21 3 0 06 Dec 2023
Deep Group Interest Modeling of Full Lifelong User Behaviors for CTR Prediction Qi Liu Xuyang Hou Haoran Jin Jin Chen Zhe Wang Defu Lian Tan Qu Jia Cheng Jun Lei 19 0 0 15 Nov 2023
From Awareness to Action: Exploring End-User Empowerment Interventions for Dark Patterns in UX Yuwen Lu Chao Zhang Yuewen Yang Yaxin Yao Toby Jia-Jun Li 34 8 0 27 Oct 2023
TempGNN: Temporal Graph Neural Networks for Dynamic Session-Based Recommendations Eunkyu Oh Taehun Kim 29 0 0 20 Oct 2023
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking Yang Yu Qi Liu Kai Zhang Yuren Zhang Chao Song Min Hou Yuqing Yuan Zhihao Ye Zaixin Zhang Sanshi Lei Yu 35 2 0 15 Oct 2023
Deep Task-specific Bottom Representation Network for Multi-Task Recommendation Qi Liu Zhilong Zhou Gangwei Jiang T. Ge Defu Lian 31 12 0 11 Aug 2023
Integrating Item Relevance in Training Loss for Sequential Recommender Systems Andrea Bacciu F. Siciliano Nicola Tonellotto Fabrizio Silvestri NoLa 30 11 0 18 May 2023
Attention Mixtures for Time-Aware Sequential Recommendation Viet-Anh Tran Guillaume Salha-Galvan Bruno Sguerra Romain Hennequin 33 21 0 17 Apr 2023
Knowledge Enhancement for Contrastive Multi-Behavior Recommendation Hongrui Xuan Yi Liu Bohan Li Hongzhi Yin 32 66 0 13 Jan 2023
Sparse Attentive Memory Network for Click-through Rate Prediction with Long Sequences Qianying Lin Wen-Ji Zhou Yanshi Wang Qing Da Qingguo Chen Bing Wang VLM 23 9 0 08 Aug 2022
Pre-training General Trajectory Embeddings with Maximum Multi-view Entropy Coding Yan Lin Huaiyu Wan Shengnan Guo Jilin Hu Christian S. Jensen Youfang Lin AI4TS 45 19 0 29 Jul 2022
Incorporating Heterogeneous User Behaviors and Social Influences for Predictive Analysis Haobing Liu Yanmin Zhu Chunyang Wang Jianyu Ding Jiadi Yu Feilong Tang 22 4 0 24 Jul 2022
Everyone's Preference Changes Differently: Weighted Multi-Interest Retrieval Model Hui Shi Yupeng Gu Yitong Zhou Bo Zhao Sicun Gao Jishen Zhao 13 9 0 14 Jul 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 12 78 0 20 Mar 2022
Triangle Graph Interest Network for Click-through Rate Prediction Wensen Jiang Yizhu Jiao Qingqin Wang Chuanming Liang Lijie Guo Yao Zhang Zhijun Sun Yun Xiong Yangyong Zhu 16 17 0 06 Feb 2022
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting Chuanpan Zheng Xiaoliang Fan Shirui Pan Haibing Jin Zhaopeng Peng Zonghan Wu Cheng-Yu Wang Philip S. Yu GNN AI4TS 20 49 0 25 Nov 2021
Dynamic Parameterized Network for CTR Prediction Jian Zhu Congcong Liu Pei Wang Xiwei Zhao Guangpeng Chen Junsheng Jin Changping Peng Zhangang Lin Jingping Shao 19 2 0 09 Nov 2021
Sequential Modeling with Multiple Attributes for Watchlist Recommendation in E-Commerce Uriel Singer Haggai Roitman Yotam Eshel A. Nus Ido Guy Or Levi Idan Hasson E. Kiperwasser 14 28 0 18 Oct 2021
Learning to Learn a Cold-start Sequential Recommender Xiaowen Huang Jitao Sang Jian Yu Changsheng Xu DiffM CLL OffRL 27 22 0 18 Oct 2021
Multi-axis Attentive Prediction for Sparse EventData: An Application to Crime Prediction Yi Sui Ga Wu Scott Sanner 18 2 0 05 Oct 2021
Dynamic Sequential Graph Learning for Click-Through Rate Prediction Yunfei Chu Xiaofu Chang Kunyang Jia Jingzhen Zhou Hongxia Yang 23 4 0 26 Sep 2021
Denoising User-aware Memory Network for Recommendation Zhiwei. Bian Shaojun Zhou Hao Fu Qihong Yang Zhenqi Sun Junjie Tang Guiquan Liu Kaikui Liu Xiaolong Li HAI AI4TS 69 36 0 12 Jul 2021
Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations Liwei Huang Yutao Ma Yanbo Liu Bohong Du Shuliang Wang Deyi Li GNN 35 53 0 12 Jul 2021
Modeling High-order Interactions across Multi-interests for Micro-video Recommendation D. Yao Shengyu Zhang Zhou Zhao W. Fan Jieming Zhu Xiuqiang He Fei Wu HAI 20 6 0 01 Apr 2021
Context-aware short-term interest first model for session-based recommendation Haomei Duan Jinghua Zhu 11 1 0 29 Mar 2021
TLSAN: Time-aware Long- and Short-term Attention Network for Next-item Recommendation Jianqing Zhang Dongjing Wang Dongjin Yu MLAU AI4TS 13 30 0 16 Mar 2021
Learning User Representations with Hypercuboids for Recommender Systems Shuai Zhang Huoyu Liu Aston Zhang Yue Hu Ce Zhang Yumeng Li Tanchao Zhu Shaojian He Wenwu Ou 25 17 0 11 Nov 2020
Attentive Autoencoders for Multifaceted Preference Learning in One-class Collaborative Filtering Zheda Mai Ga Wu Kai Luo Scott Sanner 13 2 0 24 Oct 2020
DEAL: Difficulty-aware Active Learning for Semantic Segmentation Shuai Xie Zunlei Feng Ying Chen Songtao Sun Chao Ma Xiuming Zhang VLM 125 50 0 17 Oct 2020
Kalman Filtering Attention for User Behavior Modeling in CTR Prediction Hu Liu Jing Lu Xiwei Zhao Sulong Xu Hao Peng ... Zehua Zhang Jian Li Junsheng Jin Yongjun Bao Weipeng P. Yan 22 23 0 02 Oct 2020
UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks Bo Huang Ye Bi Zhenyu Wu Jianming Wang Jing Xiao GNN 27 5 0 06 Aug 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System Pengyu Zhao Kecheng Xiao Yuanxing Zhang Kaigui Bian Wei Yan 21 16 0 10 Jun 2020
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems Chang Zhou Jianxin Ma Jianwei Zhang Jingren Zhou Hongxia Yang 31 142 0 20 May 2020
Controllable Multi-Interest Framework for Recommendation Yukuo Cen Jianwei Zhang Xu Zou Chang Zhou Hongxia Yang Jie Tang 27 263 0 19 May 2020
Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation Xiaocong Chen Chaoran Huang Lina Yao Xianzhi Wang Wei Liu Wenjie Zhang 20 35 0 17 Apr 2020
Survey for Trust-aware Recommender Systems: A Deep Learning Perspective Manqing Dong Feng Yuan Lina Yao Xianzhi Wang Xiwei Xu Liming Zhu 17 8 0 08 Apr 2020
Attentive Item2Vec: Neural Attentive User Representations Oren Barkan Avi Caciularu Ori Katz Noam Koenigstein 25 25 0 15 Feb 2020
Deep Time-Stream Framework for Click-Through Rate Prediction by Tracking Interest Evolution Shu-Ting Shi Wenhao Zheng Jun Tang Qingguo Chen Yao Hu Jianke Zhu Ming Li AI4TS 6 7 0 08 Jan 2020
ET-USB: Transformer-Based Sequential Behavior Modeling for Inbound Customer Service Ta-Chun Su Guan-Ying Chen 9 0 0 20 Dec 2019
Pairwise Interactive Graph Attention Network for Context-Aware Recommendation Yahui Liu S. Furao Jian Zhao 18 4 0 18 Nov 2019