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Neural-Symbolic Models for Logical Queries on Knowledge Graphs

16 May 2022

Jian Tang

Papers citing "Neural-Symbolic Models for Logical Queries on Knowledge Graphs"

48 / 48 papers shown

Title
Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering Weizhi Fei Zihao Wang hang Yin Shukai Zhao Wei Zhang Yangqiu Song NAI 56 0 0 13 May 2025
KGCompiler: Deep Learning Compilation Optimization for Knowledge Graph Complex Logical Query Answering Hongyu Lin Haoran Luo Hanghang Cao Yang Liu Shihao Gao Kaichun Yao Li Zhang Mingjie Xing Yanjun Wu 77 0 0 04 Mar 2025
Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model Yujun Li Hongyuan Zhang Yuan Yuan 117 0 0 15 Dec 2024
Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Lihui Liu Zihao Wang Hanghang Tong NAI 105 3 0 30 Nov 2024
Neuro-Symbolic AI: Explainability, Challenges, and Future Trends Xin Zhang Victor S. Sheng AI4TS 66 6 0 07 Nov 2024
DAGE: DAG Query Answering via Relational Combinator with Logical Constraints Yunjie He Bo Xiong Daniel Hernández Yuqicheng Zhu Evgeny Kharlamov Steffen Staab 121 2 0 29 Oct 2024
Is Complex Query Answering Really Complex? Cosimo Gregucci Bo Xiong Daniel Hernández Lorenzo Loconte Pasquale Minervini Steffen Staab Antonio Vergari ELM 76 2 0 16 Oct 2024
Complex Logical Query Answering by Calibrating Knowledge Graph Completion Models Changyi Xiao Yixin Cao 39 2 0 30 Sep 2024
One Model, Any Conjunctive Query: Graph Neural Networks for Answering Complex Queries over Knowledge Graphs Krzysztof Olejniczak Xingyue Huang .Ismail .Ilkan Ceylan Mikhail Galkin GNN 84 0 0 21 Sep 2024
RConE: Rough Cone Embedding for Multi-Hop Logical Query Answering on Multi-Modal Knowledge Graphs Mayank Kharbanda R. Shah Raghava Mutharaju 70 0 0 21 Aug 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs Elan Markowitz Anil Ramakrishna Jwala Dhamala Ninareh Mehrabi Charith Peris Rahul Gupta Kai-Wei Chang Aram Galstyan LRM 114 9 0 31 Jul 2024
Pathformer: Recursive Path Query Encoding for Complex Logical Query Answering Chongzhi Zhang Zhiping Peng Junhao Zheng Linghao Wang Ruifeng Shi Qianli Ma 75 1 0 21 Jun 2024
Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning Jeonghoon Kim Heesoo Jung Hyeju Jang Hogun Park LRM 47 1 0 11 Jun 2024
Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning Tianle Xia Liang Ding Guojia Wan Yibing Zhan Bo Du Dacheng Tao LRM 61 1 0 02 May 2024
Prompt-fused framework for Inductive Logical Query Answering Zezhong Xu Peng Ye Lei Liang Hua-zeng Chen Wen Zhang 58 1 0 19 Mar 2024
Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs Lihui Liu Zihao Wang Ruizhong Qiu Yikun Ban Eunice Chan Yangqiu Song Jingrui He Hanghang Tong LRM 54 8 0 17 Mar 2024
Conditional Logical Message Passing Transformer for Complex Query Answering Chongzhi Zhang Zhiping Peng Junhao Zheng Qianli Ma 74 1 0 20 Feb 2024
SemPool: Simple, robust, and interpretable KG pooling for enhancing language models Costas Mavromatis Petros Karypis George Karypis KELM RALM 86 3 0 03 Feb 2024
Type-based Neural Link Prediction Adapter for Complex Query Answering Lingning Song Yi Zu Shan Lu Jieyue He LRM 44 0 0 29 Jan 2024
Privacy-Preserved Neural Graph Databases Qi Hu Haoran Li Jiaxin Bai Zihao Wang Yangqiu Song 63 2 0 25 Dec 2023
Understanding Inter-Session Intentions via Complex Logical Reasoning Jiaxin Bai Chen Luo Zheng Li Qingyu Yin Yangqiu Song 58 5 0 21 Dec 2023
Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs Yao Xu Shizhu He Cunguang Wang Li Cai Kang Liu Jun Zhao 53 4 0 17 Oct 2023
Towards Foundation Models for Knowledge Graph Reasoning Mikhail Galkin Xinyu Yuan Hesham Mostafa Jian Tang Zhaocheng Zhu VLM ReLM 86 49 0 06 Oct 2023
Navigating Healthcare Insights: A Birds Eye View of Explainability with Knowledge Graphs Satvik Garg Anh Nguyen Somya Garg 75 2 0 28 Sep 2023
Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning Hao Dong Pengyang Wang Meng Xiao Zhiyuan Ning P. Wang Yuanchun Zhou 56 22 0 06 Sep 2023
Rethinking Language Models as Symbolic Knowledge Graphs Vishwas Mruthyunjaya Pouya Pezeshkpour Estevam R. Hruschka Nikita Bhutani ELM ALM 39 12 0 25 Aug 2023
Artificial Intelligence for Drug Discovery: Are We There Yet? C. Hasselgren Tudor I. Oprea 84 72 0 13 Jul 2023
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 122 12 0 07 Jun 2023
Knowledge Graph Reasoning over Entities and Numerical Values Jiaxin Bai Cheng-hsin Luo Zheng Li Qingyu Yin Bing Yin Yangqiu Song 95 16 0 02 Jun 2023
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints Jiaxin Bai Xin Liu Weiqi Wang Chen Luo Yangqiu Song NAI 81 32 0 30 May 2023
Knowledge Graphs Querying Arijit Khan 43 16 0 23 May 2023
Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport Zihao Wang Weizhi Fei hang Yin Yangqiu Song Ginny Wong Simon See 58 19 0 06 May 2023
LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals Caglar Demir Michel Wiebesiek Renzhong Lu A. N. Ngomo Stefan Heindorf 52 4 0 28 Apr 2023
Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning Hao Dong Zhiyuan Ning Pengyang Wang Ziyue Qiao P. Wang Yuanchun Zhou Yanjie Fu 46 17 0 25 Apr 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 117 38 0 26 Mar 2023
Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs Yunjie He M. Nayyeri Bo Xiong Yuqicheng Zhu Evgeny Kharlamov Steffen Staab 123 2 0 21 Mar 2023
Sequential Query Encoding For Complex Query Answering on Knowledge Graphs Jiaxin Bai Tianshi Zheng Yangqiu Song 57 16 0 25 Feb 2023
Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey from Precision to Interpretability Zhiqiang Zhong A. Barkova Davide Mottin 71 8 0 16 Feb 2023
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types Jianfei Gao Yangze Zhou Jincheng Zhou Bruno Ribeiro 94 13 0 02 Feb 2023
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering Erik Arakelyan Pasquale Minervini Daniel Daza Michael Cochez Isabelle Augenstein 61 13 0 29 Jan 2023
Logical Message Passing Networks with One-hop Inference on Atomic Formulas Zihao Wang Yangqiu Song Ginny Wong Simon See 97 37 0 21 Jan 2023
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization Yushi Bai Xin Lv Juanzi Li Lei Hou 100 32 0 19 Dec 2022
Weisfeiler and Leman Go Relational Pablo Barceló Mikhail Galkin Christopher Morris Miguel Romero Orth GNN 75 27 0 30 Nov 2022
NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs Haoran Luo E. Haihong Yuhao Yang Gengxian Zhou Yikai Guo Tianyu Yao Zichen Tang X. Lin Kaiyang Wan 58 10 0 24 Nov 2022
Inductive Logical Query Answering in Knowledge Graphs Mikhail Galkin Zhaocheng Zhu Hongyu Ren Jian Tang 66 28 0 13 Oct 2022
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 230 215 0 06 Oct 2022
Neural-Symbolic Entangled Framework for Complex Query Answering Zezhong Xu Wen Zhang Peng Ye Hui Chen Hua-zeng Chen 52 26 0 19 Sep 2022
TAR: Neural Logical Reasoning across TBox and ABox Zhenwei Tang Shichao Pei X. Peng Fuzhen Zhuang Xiangliang Zhang Robert Hoehndorf 71 3 0 29 May 2022