v1v2 (latest)

Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones

Neural Information Processing Systems (NeurIPS), 2021

28 October 2021

Papers citing "Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones"

34 / 34 papers shown

Title
Enhancing Logical Expressiveness in Graph Neural Networks via Path-Neighbor Aggregation Han Yu Xiaojuan Zhao Aiping Li Kai Chen Ziniu Liu Zhichao Peng 96 0 0 11 Nov 2025
Native Logical and Hierarchical Representations with Subspace Embeddings Gabriel Moreira Zita Marinho Manuel Marques João Paulo Costeira Chenyan Xiong 84 0 0 21 Aug 2025
Hyperbolic Deep Learning for Foundation Models: A Survey Neil He Hiren Madhu Ngoc H. Bui Menglin Yang Rex Ying AI4CE 96 3 0 23 Jul 2025
KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Zirui Chen Xin Eric Wang Zhao Li Wenbin Guo Dongxiao He 181 0 0 04 Jun 2025
HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport Yanbei Liu Chongxu Wang Zhitao Xiao Lei Geng Yanwei Pang Xiao Wang OT 143 0 0 03 Jun 2025
Rethinking Regularization Methods for Knowledge Graph Completion Linyu Li Zhi Jin Yuanpeng He Dongming Jin Haoran Duan Zhengwei Tao Xuan Zhang Jiandong Li OffRL 106 4 0 29 May 2025
Position: Beyond Euclidean -- Foundation Models Should Embrace Non-Euclidean Geometries Neil He Jiahong Liu Buze Zhang N. Bui Ali Maatouk Menglin Yang Irwin King Melanie Weber Rex Ying 163 4 0 11 Apr 2025
KAAE: Numerical Reasoning for Knowledge Graphs via Knowledge-aware Attributes Learning Ming Yin Qiang Zhou Zongsheng Cao Mei Li 190 1 0 20 Nov 2024
Self-supervised Topic Taxonomy Discovery in the Box Embedding SpaceTransactions of the Association for Computational Linguistics (TACL), 2024 Yuyin Lu Hegang Chen Pengbo Mao Yanghui Rao H. Xie Fu Lee Wang Qing Li BDL 157 2 0 27 Aug 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 357 13 0 01 Jul 2024
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph Completion Wen Zhang Yajing Xu Peng Ye Zhiwei Huang Zezhong Xu Jiaoyan Chen Jeff Z. Pan Huajun Chen 127 3 0 26 Jun 2024
Disentangled Hyperbolic Representation Learning for Heterogeneous GraphsKnowledge-Based Systems (KBS), 2024 Qijie Bai Changli Nie Haiwei Zhang Zhicheng Dou Xiaojie Yuan 196 0 0 14 Jun 2024
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge Pengcheng Jiang Lang Cao Cao Xiao Parminder Bhatia Jimeng Sun Jiawei Han AI4MH 132 16 0 26 May 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 129 9 0 02 May 2024
HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts Wonjae Kim Sanghyuk Chun Taekyung Kim Dongyoon Han Sangdoo Yun 217 10 0 26 Apr 2024
A Self-matching Training Method with Annotation Embedding Models for Ontology Subsumption Prediction Yukihiro Shiraishi Ken Kaneiwa 203 3 0 26 Feb 2024
Type-based Neural Link Prediction Adapter for Complex Query Answering Lingning Song Yi Zu Shan Lu Jieyue He LRM 87 0 0 29 Jan 2024
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal PredictionNeural Information Processing Systems (NeurIPS), 2023 Yansong Ning Hao Liu Hao Wang Zhenyu Zeng Hui Xiong AI4TS 131 33 0 20 Jun 2023
Hyperbolic Representation Learning: Revisiting and AdvancingInternational Conference on Machine Learning (ICML), 2023 Menglin Yang Min Zhou Rex Ying Yankai Chen Irwin King 155 31 0 15 Jun 2023
Shadow Cones: A Generalized Framework for Partial Order EmbeddingsInternational Conference on Learning Representations (ICLR), 2023 Tao Yu Toni J.B. Liu Albert Tseng Christopher De Sa 155 3 0 24 May 2023
Geometric Relational Embeddings: A Survey Bo Xiong M. Nayyeri Ming Jin Yunjie He Michael Cochez Shirui Pan Steffen Staab 166 7 0 24 Apr 2023
Hyperbolic Image-Text RepresentationsInternational Conference on Machine Learning (ICML), 2023 Karan Desai Maximilian Nickel Tanmay Rajpurohit Justin Johnson Ramakrishna Vedantam VLM 287 94 0 18 Apr 2023
Lorentz Equivariant Model for Knowledge-Enhanced Hyperbolic Collaborative FilteringKnowledge-Based Systems (KBS), 2023 Bosong Huang Weihao Yu Ruzhong Xie Jing Xiao Jin Huang 153 3 0 09 Feb 2023
FFHR: Fully and Flexible Hyperbolic Representation for Knowledge Graph Completion Wentao Shi Junkang Wu Xuezhi Cao Jiawei Chen Wenqiang Lei Wei Wu Xiangnan He 123 2 0 07 Feb 2023
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree OptimizationInternational Conference on Machine Learning (ICML), 2022 Yushi Bai Xin Lv Juanzi Li Lei Hou 164 44 0 19 Dec 2022
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition Peyman Baghershahi Reshad Hosseini H. Moradi GNN 224 4 0 11 Dec 2022
kHGCN: Tree-likeness Modeling via Continuous and Discrete Curvature LearningKnowledge Discovery and Data Mining (KDD), 2022 Menglin Yang Min Zhou Lujia Pan Irwin King 190 23 0 04 Dec 2022
Dual-Geometric Space Embedding Model for Two-View Knowledge GraphsKnowledge Discovery and Data Mining (KDD), 2022 Roshni G. Iyer Yunsheng Bai Wei Wang Luke Huan 147 21 0 19 Sep 2022
Heterogeneous Graph Masked AutoencodersAAAI Conference on Artificial Intelligence (AAAI), 2022 Yijun Tian Kaiwen Dong Chunhui Zhang Chuxu Zhang Nitesh Chawla 168 100 0 21 Aug 2022
A*Net: A Scalable Path-based Reasoning Approach for Knowledge GraphsNeural Information Processing Systems (NeurIPS), 2022 Zhaocheng Zhu Xinyu Yuan Mikhail Galkin Sophie Xhonneux Ming Zhang Maxime Gazeau Jian Tang GNN LRM 261 59 0 07 Jun 2022
Ultrahyperbolic Knowledge Graph EmbeddingsKnowledge Discovery and Data Mining (KDD), 2022 Bo Xiong Shichao Zhu M. Nayyeri Chengjin Xu Shirui Pan Chuan Zhou Steffen Staab 123 40 0 01 Jun 2022
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yushi Bai Xin Lv Juanzi Li Lei Hou Yincen Qu Zelin Dai Feiyu Xiong RALM OffRL LRM 136 23 0 17 Jan 2022
Multi-task Pre-training Language Model for Semantic Network Completion Da Li Sen Yang Kele Xu Ming Yi Yukai He Huaimin Wang 164 44 0 13 Jan 2022
Hyperbolic Graph Convolutional Neural NetworksNeural Information Processing Systems (NeurIPS), 2019 Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 298 733 0 28 Oct 2019