Learning Tree-based Deep Model for Recommender Systems

8 January 2018

Papers citing "Learning Tree-based Deep Model for Recommender Systems"

24 / 24 papers shown

Title
A Framework for Elastic Adaptation of User Multiple Intents in Sequential Recommendation Zhikai Wang Yanyan Shen AI4TS 33 0 0 30 Apr 2025
FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation Guoquan Wang Qiang Luo Weisong Hu Pengfei Yao Wencong Zeng Guorui Zhou Kun Gai AI4TS 56 0 0 23 Apr 2025
CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent Liang-bo Ning Shijie Wang Wenqi Fan Qing Li Xin Xu Hao Chen Feiran Huang AAML 28 16 0 13 Apr 2025
Adaptive Domain Scaling for Personalized Sequential Modeling in Recommenders Zheng Chai Hui Lu Di Chen Qin Ren Yuchao Zheng Xun Zhou 56 0 0 08 Feb 2025
Community-Aware Temporal Walks: Parameter-Free Representation Learning on Continuous-Time Dynamic Graphs He Yu J. Liu 31 0 0 21 Jan 2025
Long-Sequence Recommendation Models Need Decoupled Embeddings Ningya Feng Junwei Pan Jialong Wu Baixu Chen Ximei Wang Qian Li Xian Hu Jie Jiang Mingsheng Long AI4TS 40 2 0 03 Oct 2024
Survey of Computerized Adaptive Testing: A Machine Learning Perspective Qi Liu Zhuang Yan Haoyang Bi Zhenya Huang Weizhe Huang ... Z. Pardos Haiping Ma Mengxiao Zhu Shijin Wang Enhong Chen AI4Ed 38 9 0 31 Mar 2024
Interacting Diffusion Processes for Event Sequence Forecasting Mai Zeng Florence Regol Mark J. Coates AI4TS DiffM 33 0 0 26 Oct 2023
A Survey on Graph Classification and Link Prediction based on GNN Xingyu Liu Juan Chen Q. Wen GNN 23 10 0 03 Jul 2023
Cooperative Retriever and Ranker in Deep Recommenders Xunpeng Huang Defu Lian Jin Chen Liu Zheng Xing Xie Enhong Chen VLM AI4TS 30 11 0 28 Jun 2022
Uncertainty Quantification for Fairness in Two-Stage Recommender Systems Lequn Wang Thorsten Joachims 17 22 0 30 May 2022
Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction Yue Cao Xiaojiang Zhou Jiaqi Feng Peihao Huang Yao Xiao Dayao Chen Sheng Chen 82 39 0 20 May 2022
Givens Coordinate Descent Methods for Rotation Matrix Learning in Trainable Embedding Indexes Yunjiang Jiang Han Zhang Yiming Qiu Yun Xiao Bo Long Wen-Yun Yang 19 6 0 09 Mar 2022
Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation Rihan Chen Bin Liu Han Zhu Yao Wang Qi Li ... Q. hua Junliang Jiang Yunlong Xu Hongbo Deng Bo Zheng 29 20 0 14 Feb 2022
On component interactions in two-stage recommender systems Jiri Hron K. Krauth Michael I. Jordan Niki Kilbertus CML LRM 32 31 0 28 Jun 2021
One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning Chaosheng Dong Xiaojie Jin Weihao Gao Yijia Wang Hongyi Zhang Xiang Wu Jianchao Yang Xiaobing Liu 18 5 0 27 Apr 2021
Query Rewriting via Cycle-Consistent Translation for E-Commerce Search Yiming Qiu Kang Zhang Han Zhang Songlin Wang Sulong Xu Yun Xiao Bo Long Wen-Yun Yang 43 16 0 01 Mar 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 130 273 0 23 Jan 2021
Origin-Aware Next Destination Recommendation with Personalized Preference Attention Nicholas Lim Bryan Hooi See-Kiong Ng Xueou Wang Yong Liang Goh Renrong Weng Rui Tan AI4TS 6 11 0 03 Dec 2020
Exploration in Online Advertising Systems with Deep Uncertainty-Aware Learning Chao Du Zhifeng Gao Shuo Yuan Lining Gao Z. Li Yifan Zeng Xiaoqiang Zhu Jian Xu Kun Gai Kuang-chih Lee 25 18 0 25 Nov 2020
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems Chang Zhou Jianxin Ma Jianwei Zhang Jingren Zhou Hongxia Yang 18 142 0 20 May 2020
Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction Hong Wen Jing Zhang Yuan Wang Fuyu Lv Wentian Bao Quan Lin Keping Yang 16 9 0 15 Oct 2019
Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba Qianghuai Jia Ningyu Zhang Nengwei Hua 19 5 0 06 Sep 2019
Image Matters: Visually modeling user behaviors using Advanced Model Server T. Ge Liqin Zhao Guorui Zhou Keyu Chen Shuying Liu ... Sui Huang Zhiqiang Zhang Xiaoqiang Zhu Yu Zhang Kun Gai 22 40 0 17 Nov 2017