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2001.02332
Cited By
Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs
AAAI Conference on Artificial Intelligence (AAAI), 2020
8 January 2020
Pengda Qin
Xin Eric Wang
Wenhu Chen
Chunyun Zhang
Weiran Xu
William Yang Wang
GAN
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Papers citing
"Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs"
39 / 39 papers shown
Learning A Universal Crime Predictor with Knowledge-guided Hypernetworks
Fidan Karimova
Tong Chen
Yu Yang
S. Sadiq
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116
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04 Nov 2025
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects
Guanglin Niu
Bo Li
Yangguang Lin
LRM
273
2
0
27 Apr 2025
MOTI
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E
\mathcal{VE}
V
E
: A Drug-Target Interaction Graph For Inductive Link Prediction
John Arevalo
Ellen Su
Anne E Carpenter
Shantanu Singh
152
5
0
12 Jun 2024
Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion
Qinggang Zhang
Keyu Duan
Hao-Heng Chen
Pai Zheng
Xiao Huang
422
8
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
261
41
0
30 May 2024
Zero-Shot Relational Learning for Multimodal Knowledge Graphs
BigData Congress [Services Society] (BSS), 2024
Rui Cai
Shichao Pei
Xiangliang Zhang
216
8
0
09 Apr 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning
Cognitive Systems Research (Cogn. Syst. Res.), 2023
F. Mumuni
A. Mumuni
AAML
297
18
0
11 Mar 2024
A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models
Mingchen Li
Chen Ling
Rui Zhang
Bo Pan
243
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
221
4
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
236
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
549
21
0
07 Oct 2023
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Zemin Liu
Yuan N. Li
Nan-Fang Chen
Qian Wang
Bryan Hooi
Bin He
FaML
257
28
0
26 Aug 2023
Towards Semantically Enriched Embeddings for Knowledge Graph Completion
Mehwish Alam
F. V. Harmelen
Maribel Acosta
515
6
0
31 Jul 2023
A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes
Jincheng Zhou
Beatrice Bevilacqua
Bruno Ribeiro
336
14
0
12 Jul 2023
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Yin Hua
Wen Zhang
Yuxia Geng
Zezhong Xu
Jeff Z. Pan
Hua-zeng Chen
272
25
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
685
18
0
02 Feb 2023
A Survey On Few-shot Knowledge Graph Completion with Structural and Commonsense Knowledge
Haodi Ma
D. Wang
264
11
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
171
3
0
06 Dec 2022
Text2Model: Text-based Model Induction for Zero-shot Image Classification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ohad Amosy
Tomer Volk
Eilam Shapira
Eyal Ben-David
Roi Reichart
Gal Chechik
VLM
162
2
0
27 Oct 2022
Relational Message Passing for Fully Inductive Knowledge Graph Completion
IEEE International Conference on Data Engineering (ICDE), 2022
Yuxia Geng
Jiaoyan Chen
Jeff Z. Pan
Yin Hua
Song Jiang
Wen Zhang
Hua-zeng Chen
326
53
0
08 Oct 2022
Disentangled Ontology Embedding for Zero-shot Learning
Knowledge Discovery and Data Mining (KDD), 2022
Yuxia Geng
Jiaoyan Chen
Wen Zhang
Yajing Xu
Zhuo Chen
Jeff Z. Pan
Yufen Huang
Feiyu Xiong
Hua-zeng Chen
229
27
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
229
0
0
23 May 2022
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Mingchen Li
Jiasi Chen
Samuel Mensah
Nikolaos Aletras
Xiulong Yang
Yang Ye
439
15
0
16 Apr 2022
Few-Shot Learning on Graphs
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Chuxu Zhang
Kaize Ding
Jundong Li
Xiangliang Zhang
Yanfang Ye
Nitesh Chawla
Huan Liu
375
21
0
17 Mar 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey
Proceedings of the IEEE (Proc. IEEE), 2021
Jiaoyan Chen
Yuxia Geng
Zhuo Chen
Jeff Z. Pan
Yuan He
Wen Zhang
Ian Horrocks
Hua-zeng Chen
641
67
0
18 Dec 2021
Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation
Jiaying Gong
Hoda Eldardiry
262
14
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
137
2
0
27 Sep 2021
Benchmarking Knowledge-driven Zero-shot Learning
Journal of Web Semantics (Web Semantics), 2021
Yuxia Geng
Jiaoyan Chen
Zhuang Xiang
Zhuo Chen
Jeff Z. Pan
Juan Li
Zonggang Yuan
Huajun Chen
VLM
265
21
0
29 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2021
Yang Hu
Adriane P. Chapman
Guihua Wen
Dame Wendy Hall
289
27
0
11 Jun 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Jiaoyan Chen
Yuxia Geng
Zhuo Chen
Ian Horrocks
Jeff Z. Pan
Huajun Chen
476
88
0
26 Feb 2021
OntoZSL: Ontology-enhanced Zero-shot Learning
The Web Conference (WWW), 2021
Yuxia Geng
Jiaoyan Chen
Zhuo Chen
Jeff Z. Pan
Zhiquan Ye
Zonggang Yuan
Yantao Jia
Huajun Chen
VLM
241
91
0
15 Feb 2021
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction
AAAI Conference on Artificial Intelligence (AAAI), 2020
Yao Zhang
Xu Zhang
Jun Wang
Hongru Liang
Wenqiang Lei
Zhe Sun
Adam Jatowt
Zhenglu Yang
192
17
0
22 Dec 2020
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification
International Conference on Computational Linguistics (COLING), 2020
Juan Li
Ruoxu Wang
Ningyu Zhang
Wen Zhang
Chenzheng Zhu
Huajun Chen
VLM
204
43
0
30 Oct 2020
One-shot Learning for Temporal Knowledge Graphs
Mehrnoosh Mirtaheri
Mohammad Rostami
Xiang Ren
Fred Morstatter
Aram Galstyan
193
23
0
23 Oct 2020
Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training
International Conference on Computational Linguistics (COLING), 2020
Yingyao Wang
Junwei Bao
Guangyi Liu
Youzheng Wu
Xiaodong He
Bowen Zhou
Tiejun Zhao
245
45
0
21 Oct 2020
Ontology-guided Semantic Composition for Zero-Shot Learning
Jiaoyan Chen
Freddy Lecue
Yuxia Geng
Jeff Z. Pan
Huajun Chen
VLM
207
18
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
212
43
0
03 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Shaoxiong Ji
Shirui Pan
Xiaoshi Zhong
Pekka Marttinen
Philip S. Yu
1.1K
2,441
0
02 Feb 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020
Jie Gui
Zhenan Sun
Yonggang Wen
Dacheng Tao
Jieping Ye
EGVM
316
1,025
0
20 Jan 2020
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