Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

12 June 2019

Papers citing "Reinforcement Knowledge Graph Reasoning for Explainable Recommendation"

50 / 109 papers shown

Title
Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models Chengkai Huang Junda Wu Yu Xia Zixu Yu Ruhan Wang ... Ryan Rossi B. Kveton Dongruo Zhou Julian McAuley Lina Yao 36 1 0 20 Mar 2025
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation Yuhan Li Xinni Zhang Linhao Luo Heng Chang Yuxiang Ren Irwin King J. Li 52 3 0 18 Feb 2025
Knowledge Graph Enhanced Language Agents for Recommendation Taicheng Guo Chaochun Liu Hai Wang Varun Mannam Fang Wang Xin Chen Xiangliang Zhang Chandan K. Reddy 44 2 0 28 Jan 2025
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion Dong Hyun Jeon Wenbo Sun H. Song Dongfang Liu Velasquez Alvaro Yixin Xie Shuteng Niu 40 0 0 07 Jan 2025
Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems Minhye Jeon Seokho Ahn Young-Duk Seo 40 1 0 28 Dec 2024
Path-based summary explanations for graph recommenders -- extended version Danae Pla Karidi E. Pitoura 25 0 0 29 Oct 2024
GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation Fei Tang Yongliang Shen Hang Zhang Zeqi Tan Wenqi Zhang Guiyang Hou Kaitao Song Weiming Lu Yueting Zhuang 45 0 0 15 Oct 2024
Low-Dimensional Federated Knowledge Graph Embedding via Knowledge Distillation Xiaoxiong Zhang Zhiwei Zeng Xin Zhou Zhiqi Shen FedML 36 1 0 11 Aug 2024
Review of Explainable Graph-Based Recommender Systems Thanet Markchom Huizhi Liang James Ferryman XAI 21 0 0 31 Jul 2024
On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems Siyu Wang Xiaocong Chen Lina Yao CML 22 0 0 18 Jul 2024
LANE: Logic Alignment of Non-tuning Large Language Models and Online Recommendation Systems for Explainable Reason Generation Hongke Zhao Songming Zheng Likang Wu Bowen Yu Jing Wang 37 4 0 03 Jul 2024
LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning Guangsi Shi Xiaofeng Deng Linhao Luo Lijuan Xia Lei Bao Bei Ye Fei Du Shirui Pan Yuxiao Li 30 9 0 22 Jun 2024
Personalized Federated Knowledge Graph Embedding with Client-Wise Relation Graph Xiaoxiong Zhang Zhiwei Zeng Xin Zhou Dusit Niyato Zhiqi Shen FedML 57 3 0 17 Jun 2024
Untargeted Adversarial Attack on Knowledge Graph Embeddings Tianzhe Zhao Jiaoyan Chen Yanchi Ru Qika Lin Yuxia Geng Jun Liu AAML 33 1 0 08 May 2024
KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion Tengfei Ma Xiang Song Wen Tao Mufei Li Jiani Zhang Xiaoqin Pan Jianxin Lin Bosheng Song Xiangxiang Zeng 25 2 0 05 Apr 2024
Comprehensible Artificial Intelligence on Knowledge Graphs: A survey Simon Schramm C. Wehner Ute Schmid 25 25 0 04 Apr 2024
Self-Clustering Hierarchical Multi-Agent Reinforcement Learning with Extensible Cooperation Graph Qing Fu Tenghai Qiu Jianqiang Yi Zhiqiang Pu Xiaolin Ai 29 1 0 26 Mar 2024
Retentive Decision Transformer with Adaptive Masking for Reinforcement Learning based Recommendation Systems Siyu Wang Xiaocong Chen Lina Yao OffRL 31 1 0 26 Mar 2024
Explainable Session-based Recommendation via Path Reasoning Yang Cao Shuo Shang Jun Wang Wei Zhang 18 2 0 28 Feb 2024
Question Calibration and Multi-Hop Modeling for Temporal Question Answering Chao Xue Di Liang Pengfei Wang Jing Zhang 46 8 0 20 Feb 2024
Causal Learning for Trustworthy Recommender Systems: A Survey Jin Li Shoujin Wang Qi Zhang LongBing Cao Fang Chen Xiuzhen Zhang Dietmar Jannach Charu C. Aggarwal CML 37 1 0 13 Feb 2024
Finding Paths for Explainable MOOC Recommendation: A Learner Perspective Jibril Frej Neel Shah Marta Knezevic Tanya Nazaretsky Tanja Kaser AI4Ed 8 12 0 11 Dec 2023
Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations Jing Yao Wei Xu Jianxun Lian Xiting Wang Xiaoyuan Yi Xing Xie ALM 25 18 0 16 Nov 2023
Notion of Explainable Artificial Intelligence -- An Empirical Investigation from A Users Perspective A. Haque A. Najmul Islam Patrick Mikalef 28 1 0 01 Nov 2023
Adversarial Batch Inverse Reinforcement Learning: Learn to Reward from Imperfect Demonstration for Interactive Recommendation Jialin Liu Xinyan Su Zeyu He Xiangyu Zhao Jun Li OffRL 16 0 0 30 Oct 2023
Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph Giacomo Balloccu Ludovico Boratto Christian Cancedda Gianni Fenu Mirko Marras 14 6 0 25 Oct 2023
Knowledge-grounded Natural Language Recommendation Explanation Anthony Colas Jun Araki Zhengyu Zhou Bingqing Wang Z. Feng 26 7 0 30 Aug 2023
Context-Aware Composition of Agent Policies by Markov Decision Process Entity Embeddings and Agent Ensembles Nicole Merkle Ralf Mikut 30 2 0 28 Aug 2023
Knowledge-aware Collaborative Filtering with Pre-trained Language Model for Personalized Review-based Rating Prediction Quanxiu Wang Xinlei Cao Jianyong Wang Wei Zhang VLM 11 7 0 02 Aug 2023
Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning Ghanshyam Verma Shovon Sengupta Simon Simanta Huan Chen J. Perge Devishree Pillai John P. Mccrae P. Buitelaar OffRL 12 1 0 11 Jul 2023
Counterfactual Collaborative Reasoning Jianchao Ji Zelong Li Shuyuan Xu Max Xiong Juntao Tan Yingqiang Ge Hao Wang Yongfeng Zhang CML LRM 13 11 0 30 Jun 2023
Do as I can, not as I get Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao 26 1 0 17 Jun 2023
Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning Siyu Wang Xiaocong Chen Dietmar Jannach Lina Yao CML OffRL 16 27 0 17 Apr 2023
AGI for Agriculture Guoyu Lu Sheng R. Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 45 17 0 12 Apr 2023
Knowledge Graphs: Opportunities and Challenges Ciyuan Peng Feng Xia Mehdi Naseriparsa Francesco Osborne 22 239 0 24 Mar 2023
Time-aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering Yonghao Liu Di Liang Fang Fang Sirui Wang Wei Yu Wu Rui Jiang 13 28 0 24 Feb 2023
Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender Systems Heesoo Jung Sangpil Kim Hogun Park 15 5 0 21 Feb 2023
Aligning Robot and Human Representations Andreea Bobu Andi Peng Pulkit Agrawal Julie A. Shah Anca D. Dragan 48 10 0 03 Feb 2023
Reinforcing User Retention in a Billion Scale Short Video Recommender System Qingpeng Cai Shuchang Liu Xueliang Wang Tianyou Zuo Wentao Xie Bin Yang Dong Zheng Peng Jiang Kun Gai OffRL 22 41 0 03 Feb 2023
Two-Stage Constrained Actor-Critic for Short Video Recommendation Qingpeng Cai Zhenghai Xue Chi Zhang Wanqi Xue Shuchang Liu ... Tianyou Zuo Wentao Xie Dong Zheng Peng Jiang Kun Gai OffRL CML 19 44 0 03 Feb 2023
Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation Giacomo Balloccu Ludovico Boratto Christian Cancedda Gianni Fenu Mirko Marras 25 8 0 14 Jan 2023
Explainable AI for Bioinformatics: Methods, Tools, and Applications Md. Rezaul Karim Tanhim Islam Oya Beyan Christoph Lange Michael Cochez Dietrich-Rebholz Schuhmann Stefan Decker 23 67 0 25 Dec 2022
Knowledge Graph Quality Evaluation under Incomplete Information Xiaodong Li Chenxin Zou Yimeng Cai Yuelong Zhu 11 1 0 02 Dec 2022
Aligning Recommendation and Conversation via Dual Imitation Jinfeng Zhou Bo Wang Minlie Huang Dongming Zhao Kun Huang Ruifang He Yuexian Hou 25 7 0 05 Nov 2022
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees Tengxiao Liu Qipeng Guo Xiangkun Hu Yue Zhang Xipeng Qiu Zheng-Wei Zhang LRM 33 14 0 31 Oct 2022
A User Interface for Sense-making of the Reasoning Process while Interacting with Robots Chao Wang Joerg Deigmoeller 14 3 0 15 Oct 2022
A Comprehensive Survey on Trustworthy Recommender Systems Wenqi Fan Xiangyu Zhao Xiao Chen Jingran Su Jingtong Gao ... Qidong Liu Yiqi Wang Hanfeng Xu Lei Chen Qing Li FaML 37 46 0 21 Sep 2022
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning Shangfei Zheng Weiqing Wang Jianfeng Qu Hongzhi Yin Wei Chen Lei Zhao LRM 11 22 0 03 Sep 2022
Learn Basic Skills and Reuse: Modularized Adaptive Neural Architecture Search (MANAS) H. Chen Yunqi Li He Zhu Yongfeng Zhang 31 5 0 23 Aug 2022
GreenKGC: A Lightweight Knowledge Graph Completion Method Yun Cheng Wang Xiou Ge Bin Wang C.-C. Jay Kuo 40 15 0 19 Aug 2022