Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

12 June 2019

Papers citing "Reinforcement Knowledge Graph Reasoning for Explainable Recommendation"

50 / 109 papers shown

Title
Fairness in Recommendation: Foundations, Methods and Applications Yunqi Li H. Chen Shuyuan Xu Yingqiang Ge Juntao Tan Shuchang Liu Yongfeng Zhang FaML OffRL 108 41 0 26 May 2022
Constrained Reinforcement Learning for Short Video Recommendation Qingpeng Cai Ruohan Zhan Chi Zhang Jie Zheng Guangwei Ding Pinghua Gong Dong Zheng Peng Jiang 25 6 0 26 May 2022
Knowledge Graph Contrastive Learning for Recommendation Yuhao Yang Chao Huang Lianghao Xia Chenliang Li 35 323 0 02 May 2022
Reinforcement learning on graphs: A survey Mingshuo Nie Dongming Chen Dongqi Wang 39 45 0 13 Apr 2022
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) Shijie Geng Shuchang Liu Zuohui Fu Yingqiang Ge Yongfeng Zhang VLM AI4TS 23 451 0 24 Mar 2022
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems Chongming Gao Shijun Li Wenqiang Lei Jiawei Chen Biao Li Peng Jiang Xiangnan He Jiaxin Mao Tat-Seng Chua 32 131 0 22 Feb 2022
Graph-based Extractive Explainer for Recommendations Peifeng Wang Renqin Cai Hongning Wang 41 14 0 20 Feb 2022
Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning Juntao Tan Shijie Geng Zuohui Fu Yingqiang Ge Shuyuan Xu Yunqi Li Yongfeng Zhang 41 109 0 17 Feb 2022
Personalized Prompt Learning for Explainable Recommendation Lei Li Yongfeng Zhang Li Chen LRM 21 164 0 15 Feb 2022
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams Dongjie Wang Kunpeng Liu Hui Xiong Yanjie Fu 76 8 0 19 Jan 2022
An original model for multi-target learning of logical rules for knowledge graph reasoning Yuliang Wei Haotian Li Guodong Xin Yao Wang Bailing Wang 23 0 0 12 Dec 2021
Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems Siyu Wang Yuanjiang Cao Xiaocong Chen L. Yao Xianzhi Wang Quan.Z Sheng AAML 23 3 0 02 Dec 2021
Reinforcement Learning based Path Exploration for Sequential Explainable Recommendation Yicong Li Hongxu Chen Yile Li Lin Li Philip S. Yu Guandong Xu 13 15 0 24 Nov 2021
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs G. Edwards Sebastian Nilsson Benedek Rozemberczki Eliseo Papa 23 12 0 20 Nov 2021
Conditional Attention Networks for Distilling Knowledge Graphs in Recommendation Ke Tu Peng Cui Daixin Wang Qing Cui Jun Zhou Yuan Qi Wenwu Zhu 32 46 0 03 Nov 2021
Comparative Explanations of Recommendations Aobo Yang Nan Wang Renqin Cai Hongbo Deng Hongning Wang 28 11 0 01 Nov 2021
Explainable Student Performance Prediction With Personalized Attention for Explaining Why A Student Fails Kun Niu Xipeng Cao Yicong Yu 17 2 0 15 Oct 2021
Social Recommendation with Self-Supervised Metagraph Informax Network Xiaoling Long Chao Huang Yong-mei Xu Huance Xu Peng Dai Lianghao Xia Liefeng Bo 52 87 0 08 Oct 2021
Inferring Substitutable and Complementary Products with Knowledge-Aware Path Reasoning based on Dynamic Policy Network Zijing Yang Jiabo Ye Linlin Wang Xin Lin Liang He 28 16 0 07 Oct 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 44 22 0 20 Sep 2021
Augmenting the User-Item Graph with Textual Similarity Models F. López Martin Scholz Jessica Yung Marie Pellat Michael Strube Lucas Dixon 19 5 0 20 Sep 2021
A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions Xiaocong Chen L. Yao Julian McAuley Guanglin Zhou Xianzhi Wang AI4TS 22 61 0 08 Sep 2021
PR-Net: Preference Reasoning for Personalized Video Highlight Detection Runnan Chen Pengcheng Zhou Wenzhe Wang Nenglun Chen Pai Peng Xing Sun Wenping Wang 15 13 0 04 Sep 2021
Counterfactual Explainable Recommendation Juntao Tan Shuyuan Xu Yingqiang Ge Yunqi Li Xu Chen Yongfeng Zhang CML 30 141 0 24 Aug 2021
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation Haotian Li Yong Wang Songheng Zhang Yangqiu Song Huamin Qu 47 82 0 27 Jul 2021
Rating and aspect-based opinion graph embeddings for explainable recommendations Iván Cantador Andrés Carvallo F. Díez 22 3 0 07 Jul 2021
Graphing else matters: exploiting aspect opinions and ratings in explainable graph-based recommendations Iván Cantador Andrés Carvallo F. Díez Denis Parra 22 0 0 07 Jul 2021
$DRILL-- Deep Reinforcement Learning for Refinement Operators in $\mathcal{ALC}$$ DRILL-- Deep Reinforcement Learning for Refinement Operators in $\mathcal{ALC}$ Caglar Demir A. N. Ngomo OffRL 17 5 0 29 Jun 2021
Hyperbolic Temporal Knowledge Graph Embeddings with Relational and Time Curvatures Sébastien Montella L. Rojas-Barahona Johannes Heinecke 20 27 0 08 Jun 2021
Personalized Transformer for Explainable Recommendation Lei Li Yongfeng Zhang Li Chen 25 138 0 25 May 2021
Thematic recommendations on knowledge graphs using multilayer networks Mariano Beguerisse-Díaz Dimitrios Korkinof Till Hoffmann 16 1 0 12 May 2021
Counterfactual Explanations for Neural Recommenders Khanh Tran Azin Ghazimatin Rishiraj Saha Roy AAML CML 60 65 0 11 May 2021
Learning to Ask Appropriate Questions in Conversational Recommendation Xuhui Ren Hongzhi Yin Tong Chen Hao Wang Zi Huang Kai Zheng 24 66 0 11 May 2021
Neural Graph Matching based Collaborative Filtering Yixin Su Rui Zhang S. Erfani Junhao Gan 32 46 0 10 May 2021
A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation Le Wu Xiangnan He Xiang Wang Kun Zhang Meng Wang HAI 32 283 0 27 Apr 2021
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning Hui Liu Danqing Zhang Bing Yin Xiao-Dan Zhu VLM 13 23 0 04 Apr 2021
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning Yixin Liu Zhao Li Shirui Pan Chen Gong Chuan Zhou George Karypis 40 289 0 27 Feb 2021
Learning Intents behind Interactions with Knowledge Graph for Recommendation Xiang Wang Tinglin Huang Dingxian Wang Yancheng Yuan Zhenguang Liu Xiangnan He Tat-Seng Chua 88 414 0 14 Feb 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 138 273 0 23 Jan 2021
Generate Natural Language Explanations for Recommendation H. Chen Xu Chen Shaoyun Shi Yongfeng Zhang LRM 19 59 0 09 Jan 2021
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games Yunqiu Xu Meng Fang Ling-Hao Chen Yali Du Qiufeng Wang Chengqi Zhang OffRL 25 44 0 22 Oct 2020
Interpretable Disease Prediction based on Reinforcement Path Reasoning over Knowledge Graphs Zhoujian Sun W. Dong Jinlong Shi Zhengxing Huang 19 6 0 16 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 26 279 0 09 Oct 2020
Learning Post-Hoc Causal Explanations for Recommendation Shuyuan Xu Yunqi Li Shuchang Liu Zuohui Fu Xu Chen Yongfeng Zhang CML 24 20 0 30 Jun 2020
Causality Learning: A New Perspective for Interpretable Machine Learning Guandong Xu Tri Dung Duong Q. Li S. Liu Xianzhi Wang XAI OOD CML 16 52 0 27 Jun 2020
Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems Yuanjiang Cao Xiaocong Chen Lina Yao Xianzhi Wang W. Zhang AAML 13 43 0 14 Jun 2020
Fairness-Aware Explainable Recommendation over Knowledge Graphs Zuohui Fu Yikun Xian Ruoyuan Gao Jieyu Zhao Qiaoying Huang ... Shuyuan Xu Shijie Geng C. Shah Yongfeng Zhang Gerard de Melo FaML 12 204 0 03 Jun 2020
User Memory Reasoning for Conversational Recommendation Hu Xu Seungwhan Moon Honglei Liu Bing-Quan Liu Pararth Shah Bing Liu Philip S. Yu OffRL 11 42 0 30 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
Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning Mandana Saebi Steven J. Krieg Chuxu Zhang Meng Jiang Nitesh V. Chawla 25 13 0 12 Mar 2020