Top-N Recommendation with Counterfactual User Preference Simulation

Top-N Recommendation with Counterfactual User Preference Simulation

2 September 2021

Papers citing "Top-N Recommendation with Counterfactual User Preference Simulation"

17 / 17 papers shown

Title
Debiased Recommendation with Noisy Feedback Haoxuan Li Chunyuan Zheng Wenjie Wang Hao Wang Fuli Feng Xiao-Hua Zhou 33 7 0 24 Jun 2024
Explainable History Distillation by Marked Temporal Point Process Sishun Liu Ke Deng Yan Wang Xiuzhen Zhang 28 0 0 13 Nov 2023
Specify Robust Causal Representation from Mixed Observations Mengyue Yang Xin-Qiang Cai Furui Liu Weinan Zhang Jun Wang CML OOD 10 7 0 21 Oct 2023
On Generative Agents in Recommendation An Zhang Yuxin Chen Leheng Sheng Xiang Wang Tat-Seng Chua 25 42 0 16 Oct 2023
Counterfactual Collaborative Reasoning Jianchao Ji Zelong Li Shuyuan Xu Max Xiong Juntao Tan Yingqiang Ge Hao Wang Yongfeng Zhang CML LRM 8 11 0 30 Jun 2023
Deep Stable Multi-Interest Learning for Out-of-distribution Sequential Recommendation Qiang Liu Zhaocheng Liu Zhen Zhu Shu Wu Liang Wang OOD OODD 24 3 0 12 Apr 2023
Unbiased Knowledge Distillation for Recommendation Gang Chen Jiawei Chen Fuli Feng Sheng Zhou Xiangnan He 14 27 0 27 Nov 2022
Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications Hao Wang Zhichao Chen Jiajun Fan Yuxin Huang Weiming Liu Xinggao Liu CML 26 3 0 20 Oct 2022
Dynamic Causal Collaborative Filtering Shuyuan Xu Juntao Tan Zuohui Fu Jianchao Ji Shelby Heinecke Yongfeng Zhang 11 17 0 23 Aug 2022
Causal Disentanglement with Network Information for Debiased Recommendations Paras Sheth Ruocheng Guo Lu Cheng Huan Liu K. S. Candan CML 16 16 0 14 Apr 2022
ESCM $^2$ : Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation Hao Wang Tai-Wei Chang Tianqiao Liu Jia-Bin Huang Zhichao Chen Chao-hui Yu Ruopeng Li Wei Chu 17 87 0 03 Apr 2022
Generalizable Information Theoretic Causal Representation Mengyue Yang Xin-Qiang Cai Furui Liu Xu Chen Zhitang Chen Jianye Hao Jun Wang OOD CML 17 1 0 17 Feb 2022
Deep Causal Reasoning for Recommendations Yaochen Zhu Jing Yi Jiayi Xie Zhenzhong Chen CML BDL 17 10 0 06 Jan 2022
Learning Explicit User Interest Boundary for Recommendation Jianhuan Zhuo Qiannan Zhu Yinliang Yue Yuhong Zhao 11 17 0 22 Nov 2021
Deconfounded Causal Collaborative Filtering Shuyuan Xu Juntao Tan Shelby Heinecke Jia Li Yongfeng Zhang CML 11 40 0 14 Oct 2021
Causal Collaborative Filtering Shuyuan Xu Yingqiang Ge Yunqi Li Zuohui Fu Xu Chen Yongfeng Zhang CML 6 48 0 03 Feb 2021
DeepFM: An End-to-End Wide & Deep Learning Framework for CTR Prediction Huifeng Guo Ruiming Tang Yunming Ye Zhenguo Li Xiuqiang He Zhenhua Dong 107 65 0 12 Apr 2018