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TensorLog: A Differentiable Deductive Database

20 May 2016

Papers citing "TensorLog: A Differentiable Deductive Database"

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Title
Bridging Perception and Reasoning: Dual-Pipeline Neuro-Symbolic Landing for UAVs in Cluttered Environments Weixian Qian Sebastian Schroder Yao Deng Jiaohong Yao Linfeng Liang Xiao Cheng Richard Han Xi Zheng 27 0 0 25 Oct 2025
CLAUSE: Agentic Neuro-Symbolic Knowledge Graph Reasoning via Dynamic Learnable Context Engineering Yang Zhao Chengxiao Dai Wei Zhuo Yue Xiu Dusit Niyato 68 0 0 25 Sep 2025
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Guanglin Niu Bo Li Yangguang Lin LRM 176 1 0 27 Apr 2025
Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query PerspectiveSIGKDD Explorations (SIGKDD Explor.), 2024 Lihui Liu Zihao Wang Hanghang Tong NAI 184 7 0 30 Nov 2024
From Primes to Paths: Enabling Fast Multi-Relational Graph Analysis K. Bougiatiotis George Giannakopoulos 100 0 0 17 Nov 2024
Neurosymbolic Methods for Rule Mining Agnieszka Lawrynowicz Luis Galarraga Mehwish Alam Berenice Jaulmes Václav Zeman Tomáš Kliegr 76 0 0 11 Aug 2024
ULLER: A Unified Language for Learning and Reasoning Emile van Krieken Samy Badreddine Robin Manhaeve Eleonora Giunchiglia NAI 216 5 0 01 May 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 111 12 0 17 Mar 2024
Assessing SATNet's Ability to Solve the Symbol Grounding ProblemNeural Information Processing Systems (NeurIPS), 2023 Oscar Chang Lampros Flokas Hod Lipson Michael Spranger NAI 111 24 0 13 Dec 2023
KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse TransformationKnowledge-Based Systems (KBS), 2023 Haotian Li Lingzhi Wang Yuliang Wei Richard Y. D. Xu Bailing Wang Bailing Wang 201 7 0 26 Sep 2023
Learning Complete Topology-Aware Correlations Between Relations for Inductive Link Prediction Jie Wang Hanzhu Chen Qitan Lv Zhihao Shi Jiajun Chen Huarui He Hongtao Xie Yongdong Zhang Feng Wu 110 0 0 20 Sep 2023
Reinforcement Logic Rule Learning for Temporal Point Processes Chao Yang Lu Wang Kun Gao Shuang Li AI4TS 49 0 0 11 Aug 2023
Rethinking Complex Queries on Knowledge Graphs with Neural Link PredictorsInternational Conference on Learning Representations (ICLR), 2023 hang Yin Zihao Wang Yangqiu Song 126 20 0 14 Apr 2023
Neurosymbolic AI for Reasoning over Knowledge Graphs: A SurveyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 L. Delong Ramon Fernández Mir Jacques D. Fleuriot NAI 268 25 0 14 Feb 2023
Quant 4.0: Engineering Quantitative Investment with Automated, Explainable and Knowledge-driven Artificial Intelligence Jian Guo Saizhuo Wang L. Ni H. Shum AIFin 162 12 0 13 Dec 2022
Intelligent Computing: The Latest Advances, Challenges and FutureIntelligent Computing (IC), 2022 Shiqiang Zhu Ting Yu Tao Xu Hongyang Chen Schahram Dustdar ... Tariq S. Durrani Huaimin Wang Jiangxing Wu Tongyi Zhang Yunhe Pan AI4CE 169 156 0 21 Nov 2022
Deep Explainable Learning with Graph Based Data Assessing and Rule Reasoning Yuanlong Li Gaopan Huang Min Zhou Chuan Fu Honglin Qiao Yan He 115 1 0 09 Nov 2022
Disconnected Emerging Knowledge Graph Oriented Inductive Link PredictionIEEE International Conference on Data Engineering (ICDE), 2022 Yufeng Zhang Weiqing Wang Hongzhi Yin Pengpeng Zhao Wei Chen Lei Zhao Soochow University 109 20 0 03 Sep 2022
Knowledge Enhanced Neural Networks for relational domainsInternational Conference of the Italian Association for Artificial Intelligence (AIxIA), 2022 Alessandro Daniele Luciano Serafini 114 10 0 31 May 2022
Reasoning over Logically Interacted Conditions for Question Answering Haitian Sun William W. Cohen Ruslan Salakhutdinov 179 5 0 25 May 2022
DegreEmbed: incorporating entity embedding into logic rule learning for knowledge graph reasoning Haotian Li Hongri Liu Yao Wang Guodong Xin Yuliang Wei 87 1 0 18 Dec 2021
An original model for multi-target learning of logical rules for knowledge graph reasoning Yuliang Wei Haotian Li Guodong Xin Yao Wang Bailing Wang 165 0 0 12 Dec 2021
Learning First-Order Rules with Relational Path Contrast for Inductive Relation Reasoning Yudai Pan Jun Liu Lingling Zhang Xin Hu Tianzhe Zhao Qika Lin 143 12 0 17 Oct 2021
FF-NSL: Feed-Forward Neural-Symbolic Learner Daniel Cunnington Mark Law A. Russo Jorge Lobo NAI 195 17 0 24 Jun 2021
pix2rule: End-to-end Neuro-symbolic Rule LearningInternational Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2021 Nuri Cingillioglu A. Russo NAI 134 12 0 14 Jun 2021
A Statistical Relational Approach to Learning Distance-based GCNs Devendra Singh Dhami Siwen Yan Sriraam Natarajan TU Darmstadt GNN 120 0 0 13 Feb 2021
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 232 3 0 12 Oct 2020
Neural Networks Enhancement with Logical Knowledge Alessandro Daniele Luciano Serafini NAI 148 5 0 13 Sep 2020
Beyond Graph Neural Networks with Lifted Relational Neural NetworksMachine-mediated learning (ML), 2020 Gustav Sourek F. Železný Ondrej Kuzelka NAI 205 20 0 13 Jul 2020
Logical Neural Networks Ryan Riegel Alexander G. Gray F. Luus Naweed Khan Ndivhuwo Makondo ... S. Ikbal Hima P. Karanam S. Neelam Ankita Likhyani S. Srivastava NAI 142 170 0 23 Jun 2020
Conversational Neuro-Symbolic Commonsense Reasoning Forough Arabshahi Jennifer Lee Mikayla Gawarecki Kathryn Mazaitis A. Azaria Tom Michael Mitchell LRM 163 49 0 17 Jun 2020
Inductive Relation Prediction by Subgraph ReasoningInternational Conference on Machine Learning (ICML), 2019 Komal K. Teru E. Denis William L. Hamilton NAI AI4CE 147 445 0 16 Nov 2019
DRUM: End-To-End Differentiable Rule Mining On Knowledge GraphsNeural Information Processing Systems (NeurIPS), 2019 A. Sadeghian Mohammadreza Armandpour P. Ding D. Wang 176 363 0 31 Oct 2019
Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph ReasoningInternational Conference on Learning Representations (ICLR), 2019 Xiaoran Xu Wei Feng Yunsheng Jiang Xiaohui Xie Zhiqing Sun Zhihong Deng LRM 227 58 0 25 Sep 2019
Strong Equivalence for LPMLN Programs Joohyung Lee Man Luo 81 3 0 18 Sep 2019
Learning Invariants through Soft UnificationNeural Information Processing Systems (NeurIPS), 2019 Nuri Cingillioglu A. Russo NAI 75 2 0 16 Sep 2019
Implicitly Learning to Reason in First-Order LogicNeural Information Processing Systems (NeurIPS), 2019 Vaishak Belle Brendan Juba ReLM NAI LRM 96 14 0 24 Jun 2019
NLProlog: Reasoning with Weak Unification for Question Answering in Natural LanguageAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Leon Weber Pasquale Minervini Jannes Munchmeyer Ulf Leser Tim Rocktaschel NAI LRM 73 101 0 14 Jun 2019
Neural Consciousness Flow Xiaoran Xu Wei Feng Zhiqing Sun Zhihong Deng GNN AI4CE 112 2 0 30 May 2019
LYRICS: a General Interface Layer to Integrate Logic Inference and Deep Learning G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori AI4CE 128 11 0 18 Mar 2019
Differentiable Satisfiability and Differentiable Answer Set Programming for Sampling-Based Multi-Model Optimization Matthias Nickles 52 1 0 31 Dec 2018
Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs Gaurav Maheshwari Priyansh Trivedi Denis Lukovnikov Nilesh Chakraborty Asja Fischer Jens Lehmann GNN 131 77 0 02 Nov 2018
Modeling Attention Flow on Graphs Xiaoran Xu Songpeng Zu Chengliang Gao Yuan Zhang Wei Feng GNN 110 11 0 01 Nov 2018
Logical Rule Induction and Theory Learning Using Neural Theorem Proving Andres Campero A. Pareja Tim Klinger J. Tenenbaum Sebastian Riedel NAI AI4CE 214 40 0 06 Sep 2018
Ontology Reasoning with Deep Neural Networks Patrick Hohenecker Thomas Lukasiewicz NAI 186 97 0 24 Aug 2018
Constraint-Based Visual GenerationInternational Conference on Artificial Neural Networks (ICANN), 2018 G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori 3DV GAN 138 12 0 16 Jul 2018
Embedding Logical Queries on Knowledge Graphs William L. Hamilton Payal Bajaj Marinka Zitnik Dan Jurafsky J. Leskovec NAI 189 305 0 05 Jun 2018
DeepLogic: Towards End-to-End Differentiable Logical Reasoning Nuri Cingillioglu A. Russo NAI LRM 111 19 0 18 May 2018
Combining Representation Learning with Logic for Language Processing Tim Rocktaschel NAI 85 6 0 27 Dec 2017
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Luke Vilnis Ishan Durugkar A. Krishnamurthy Alex Smola Andrew McCallum KELM 251 555 0 15 Nov 2017