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NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs

23 June 2021

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Papers citing "NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs"

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Title
Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning Xingrui Zhuo Jiapu Wang Gongqing Wu Zhongyuan Wang Jichen Zhang Shirui Pan Xindong Wu LRM 62 0 0 15 Oct 2025
A Hierarchical Quantized Tokenization Framework for Task-Adaptive Graph Representation Learning Yang Xiang Li Fan Chenke Yin Chengtao Ji 60 0 0 14 Oct 2025
ReaLM: Residual Quantization Bridging Knowledge Graph Embeddings and Large Language Models Wenbin Guo Xin Eric Wang Jiaoyan Chen Lingbing Guo Zhao Li Z. Chen 53 0 0 10 Oct 2025
Flock: A Knowledge Graph Foundation Model via Learning on Random Walks Jinwoo Kim Xingyue Huang Krzysztof Olejniczak Kyungbin Min M. Bronstein Seunghoon Hong .Ismail .Ilkan Ceylan SLR 195 1 0 01 Oct 2025
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey Jindong Li Yali Fu Jiahong Liu Linxiao Cao Wei Ji Menglin Yang Irwin King Ming-Hsuan Yang OffRL 130 2 0 21 Jul 2025
Scalable Feature Learning on Huge Knowledge Graphs for Downstream Machine Learning Félix Lefebvre Gaël Varoquaux 88 0 0 01 Jul 2025
HYPER: A Foundation Model for Inductive Link Prediction with Knowledge Hypergraphs Xingyue Huang Mikhail Galkin Michael M. Bronstein .Ismail .Ilkan Ceylan 117 2 0 14 Jun 2025
Beyond Completion: A Foundation Model for General Knowledge Graph ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yin Hua Zhiqiang Liu M. Ben-Chen Zheng Fang Chi-Man Wong Lingxiao Li Chi Man Vong Ningyu Zhang Wen Zhang ReLM LRM 158 1 0 28 May 2025
FamilyTool: A Multi-hop Personalized Tool Use Benchmark Yuxin Wang Yiran Guo Y. Zheng Zhangyue Yin Tian Jin Jie Yang Jiajun Chen Yuan Li Qi Zhang Xipeng Qiu 268 0 0 09 Apr 2025
Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph ReasoningKnowledge Discovery and Data Mining (KDD), 2025 Gongzhu Yin Hao Zhang Yuchen Yang Yihao Luo LRM 254 1 0 26 Mar 2025
Leap: Inductive Link Prediction via Learnable TopologyAugmentationInternational Conference on Machine Learning, Optimization, and Data Science (MOD), 2025 Ahmed E. Samy Zekarias T. Kefato Sarunas Girdzijauskas 168 0 0 05 Mar 2025
Predicting clinical outcomes from patient care pathways represented with temporal knowledge graphsExtended Semantic Web Conference (ESWC), 2025 Jong Ho Jhee Alberto Megina Pacôme Constant Dit Beaufils Matilde Karakachoff Richard Redon Alban Gaignard Adrien Coulet 321 0 0 28 Feb 2025
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings Ioannis Reklos Jacopo de Berardinis Elena Simperl Albert Meroño-Peñuela 857 0 0 31 Jan 2025
Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Qika Lin Tianzhe Zhao Kai He Zhen Peng Fangzhi Xu Ling Huang Jingying Ma Mengling Feng SLR 186 8 0 30 Jan 2025
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context ReasoningNeural Information Processing Systems (NeurIPS), 2024 Yuanning Cui Zequn Sun Wei Hu ReLM LRM 164 21 0 16 Oct 2024
Inference over Unseen Entities, Relations and Literals on Knowledge Graphs Caglar Demir N'Dah Jean Kouagou Arnab Sharma Axel-Cyrille Ngonga Ngomo 152 0 0 09 Oct 2024
Reevaluation of Inductive Link Prediction Simon Ott Christian Meilicke Heiner Stuckenschmidt 144 0 0 30 Sep 2024
Fast-and-Frugal Text-Graph Transformers are Effective Link PredictorsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Andrei Catalin Coman Christos Theodoropoulos Marie-Francine Moens James Henderson 334 0 0 13 Aug 2024
Croppable Knowledge Graph Embedding Yushan Zhu Wen Zhang Zhiqiang Liu Yin Hua Lei Liang H. Chen 204 0 0 03 Jul 2024
Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models Romy Fieblinger Md Tanvirul Alam Nidhi Rastogi 184 26 0 30 Jun 2024
Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion Harry Shomer Jay Revolinsky Shucheng Zhou 190 0 0 14 Jun 2024
Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion Qinggang Zhang Keyu Duan Hao-Heng Chen Pai Zheng Xiao Huang 355 8 0 03 Jun 2024
One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion Zhiwen Xie Yi Zhang Guangyou Zhou Jin Liu Xinhui Tu Xiangji Huang LRM 196 14 0 24 Apr 2024
Unveiling Hidden Links Between Unseen Security Entities Daniel Alfasi T. Shapira Anat Bremler Barr 110 2 0 04 Mar 2024
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs Kai Wang Yuwei Xu Zhiyong Wu Siqiang Luo LRM 300 15 0 19 Feb 2024
TWIG: Towards pre-hoc Hyperparameter Optimisation and Cross-Graph Generalisation via Simulated KGE Models J. Sardina John D. Kelleher Declan O’Sullivan 93 2 0 08 Feb 2024
Unifying Structure and Language Semantic for Efficient Contrastive Knowledge Graph Completion with Structured Entity Anchors Sang-hyun Je Wontae Choi Kwangjin Oh 111 2 0 07 Nov 2023
Distance-Based Propagation for Efficient Knowledge Graph ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Harry Shomer Yao Ma Juanhui Li Bo Wu Charu C. Aggarwal Shucheng Zhou 158 5 0 02 Nov 2023
Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph RepresentationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jiaang Li Quan Wang Yi Liu Li Zhang Zhendong Mao 180 3 0 24 Oct 2023
A Benchmark for Semi-Inductive Link Prediction in Knowledge GraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Adrian Kochsiek Rainer Gemulla 228 1 0 18 Oct 2023
Towards Foundation Models for Knowledge Graph ReasoningInternational Conference on Learning Representations (ICLR), 2023 Mikhail Galkin Xinyu Yuan Hesham Mostafa Jian Tang Zhaocheng Zhu VLM ReLM 155 74 0 06 Oct 2023
KGEx: Explaining Knowledge Graph Embeddings via Subgraph Sampling and Knowledge DistillationLOG IN (LOG IN), 2023 V. Baltatzis Luca Costabello 141 3 0 02 Oct 2023
Clinical Trial Recommendations Using Semantics-Based Inductive Inference and Knowledge Graph EmbeddingsJournal of Biomedical Informatics (JBI), 2023 M. Devarakonda Smita Mohanty Raja Rao Sunkishala Nag Mallampalli Xiong Liu 113 5 0 27 Sep 2023
Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational Inference Thomas Gebhart John Cobb AI4CE 160 0 0 07 Sep 2023
Inductive Knowledge Graph Completion with GNNs and Rules: An AnalysisInternational Conference on Language Resources and Evaluation (LREC), 2023 Akash Anil Víctor Gutiérrez-Basulto Yazmín Ibánez-García Steven Schockaert 198 3 0 14 Aug 2023
Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph TransformersIEEE Transactions on Computational Social Systems (IEEE TCSS), 2023 Sameera Horawalavithana Ellyn Ayton A. Usenko Robin Cosbey Svitlana Volkova AI4TS 172 0 0 18 Jul 2023
Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction Ayan Chatterjee Robin Walters G. Menichetti Tina Eliassi-Rad AI4CE 141 2 0 17 Jul 2023
A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes Jincheng Zhou Beatrice Bevilacqua Bruno Ribeiro 267 13 0 12 Jul 2023
Structure Guided Multi-modal Pre-trained Transformer for Knowledge Graph Reasoning K. Liang Sihang Zhou Yue Liu Lingyuan Meng Meng Liu Xinwang Liu 257 17 0 06 Jul 2023
BioBLP: A Modular Framework for Learning on Multimodal Biomedical Knowledge GraphsJournal of Biomedical Semantics (JBS), 2023 Daniel Daza Dimitrios Alivanistos Payal Mitra Thom Pijnenburg Michael Cochez Paul T. Groth 146 13 0 06 Jun 2023
InGram: Inductive Knowledge Graph Embedding via Relation GraphsInternational Conference on Machine Learning (ICML), 2023 Jaejun Lee Chanyoung Chung Joyce Jiyoung Whang GNN 237 64 0 31 May 2023
Inductive Relation Prediction from Relational Paths and Context with Hierarchical TransformersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Jiaang Li Quan Wang Zhendong Mao 218 13 0 01 Apr 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 213 44 0 26 Mar 2023
From Wide to Deep: Dimension Lifting Network for Parameter-efficient Knowledge Graph EmbeddingIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Borui Cai Yong Xiang Longxiang Gao Di Wu Heng Zhang Jiongdao Jin Tom H. Luan 206 3 0 22 Mar 2023
Construction of Knowledge Graphs: State and Challenges Marvin Hofer Daniel Obraczka A. Saeedi Hanna Köpcke Erhard Rahm 226 54 0 22 Feb 2023
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge GraphsInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Yin Hua Wen Zhang Yuxia Geng Zezhong Xu Jeff Z. Pan Hua-zeng Chen 194 23 0 03 Feb 2023
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingAAAI Conference on Artificial Intelligence (AAAI), 2023 Yin Hua Wen Zhang Zhen Yao Yushan Zhu Yang Gao Jeff Z. Pan Hua-zeng Chen 111 13 0 03 Feb 2023
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types Jianfei Gao Yangze Zhou Jincheng Zhou Bruno Ribeiro 479 16 0 02 Feb 2023
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and MultimodalIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 412 208 0 12 Dec 2022
Lifelong Embedding Learning and Transfer for Growing Knowledge GraphsAAAI Conference on Artificial Intelligence (AAAI), 2022 Yuanning Cui Yuxin Wang Zequn Sun Wenqiang Liu Yiqiao Jiang Kexin Han Wei Hu CLL KELM 158 42 0 29 Nov 2022