Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs

8 January 2020

Weiran Xu

Papers citing "Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs"

38 / 38 papers shown

Title
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Guanglin Niu Bo Li Yangguang Lin LRM 35 0 0 27 Apr 2025
$MOTI$\mathcal{VE}$: A Drug-Target Interaction Graph For Inductive Link Prediction$ MOTI $\mathcal{VE}$ : A Drug-Target Interaction Graph For Inductive Link Prediction John Arevalo Ellen Su Anne E Carpenter Shantanu Singh 63 2 0 12 Jun 2024
Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion Qinggang Zhang Keyu Duan Junnan Dong Pai Zheng Xiao Huang 100 3 0 03 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Quoc-Viet Pham 82 13 0 30 May 2024
Zero-Shot Relational Learning for Multimodal Knowledge Graphs Rui Cai Shichao Pei Xiangliang Zhang 68 4 0 09 Apr 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 95 7 0 11 Mar 2024
A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models Mingchen Li Chen Ling Rui Zhang Liang Zhao 80 5 0 16 Feb 2024
Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks D. Zanardini Emilio Serrano AI4CE GNN 90 1 0 10 Jan 2024
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs Nicolas Hubert Pierre Monnin Heiko Paulheim 74 5 0 08 Dec 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 147 9 0 07 Oct 2023
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions Zemin Liu Yuan N. Li Nan-Fang Chen Qian Wang Bryan Hooi Bin He FaML 79 15 0 26 Aug 2023
Towards Semantically Enriched Embeddings for Knowledge Graph Completion Mehwish Alam F. V. Harmelen Maribel Acosta 102 4 0 31 Jul 2023
A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes Jincheng Zhou Beatrice Bevilacqua Bruno Ribeiro 105 11 0 12 Jul 2023
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs Yin Hua Wen Zhang Yuxia Geng Zezhong Xu Jeff Z. Pan Hua-zeng Chen 73 21 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 94 13 0 02 Feb 2023
A Survey On Few-shot Knowledge Graph Completion with Structural and Commonsense Knowledge Haodi Ma D. Wang 99 8 0 03 Jan 2023
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion Pei Chen Wenlin Yao Hongming Zhang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen 66 2 0 06 Dec 2022
Text2Model: Text-based Model Induction for Zero-shot Image Classification Ohad Amosy Tomer Volk Eilam Shapira Eyal Ben-David Roi Reichart Gal Chechik VLM 49 1 0 27 Oct 2022
Relational Message Passing for Fully Inductive Knowledge Graph Completion Yuxia Geng Jiaoyan Chen Jeff Z. Pan Yin Hua Song Jiang Wen Zhang Hua-zeng Chen 132 37 0 08 Oct 2022
Disentangled Ontology Embedding for Zero-shot Learning Yuxia Geng Jiaoyan Chen Wen Zhang Yajing Xu Zhuo Chen Jeff Z. Pan Yufen Huang Feiyu Xiong Hua-zeng Chen 81 25 0 08 Jun 2022
Supporting Vision-Language Model Inference with Confounder-pruning Knowledge Prompt Jiangmeng Li Wenyi Mo Jingyao Wang Fuchun Sun Changwen Zheng Hui Xiong Ji-Rong Wen VLM 86 0 0 23 May 2022
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction Mingchen Li Jiasi Chen Samuel Mensah Nikolaos Aletras Xiulong Yang Yang Ye 113 14 0 16 Apr 2022
Few-Shot Learning on Graphs Chuxu Zhang Kaize Ding Jundong Li Xiangliang Zhang Yanfang Ye Nitesh Chawla Huan Liu 113 20 0 17 Mar 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 119 49 0 18 Dec 2021
Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation Jiaying Gong Hoda Eldardiry 58 7 0 08 Dec 2021
Context-guided Triple Matching for Multiple Choice Question Answering Xun Yao Junlong Ma Xinrong Hu Junping Liu Jie Yang Wanqing Li 51 2 0 27 Sep 2021
Benchmarking Knowledge-driven Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuang Xiang Zhuo Chen Jeff Z. Pan Juan Li Zonggang Yuan Huajun Chen VLM 83 19 0 29 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 98 25 0 11 Jun 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z. Pan Huajun Chen 124 80 0 26 Feb 2021
OntoZSL: Ontology-enhanced Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuo Chen Jeff Z. Pan Zhiquan Ye Zonggang Yuan Yantao Jia Huajun Chen VLM 108 84 0 15 Feb 2021
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction Yao Zhang Xu Zhang Jun Wang Hongru Liang Wenqiang Lei Zhe Sun Adam Jatowt Zhenglu Yang 87 17 0 22 Dec 2020
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification Juan Li Ruoxu Wang Ningyu Zhang Wen Zhang Fan Yang Huajun Chen VLM 87 40 0 30 Oct 2020
One-shot Learning for Temporal Knowledge Graphs Mehrnoosh Mirtaheri Mohammad Rostami Xiang Ren Fred Morstatter Aram Galstyan 102 22 0 23 Oct 2020
Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training Yingyao Wang Junwei Bao Guangyi Liu Youzheng Wu Xiaodong He Bowen Zhou Tiejun Zhao 51 41 0 21 Oct 2020
Ontology-guided Semantic Composition for Zero-Shot Learning Jiaoyan Chen Freddy Lecue Yuxia Geng Jeff Z. Pan Huajun Chen VLM 95 17 0 30 Jun 2020
Deep Self-Supervised Representation Learning for Free-Hand Sketch Peng Xu Zeyu Song Qiyue Yin Yi-Zhe Song Liang Wang SSL 85 41 0 03 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 306 2,009 0 02 Feb 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 106 843 0 20 Jan 2020