Multi-Modal Knowledge Graph Construction and Application: A Survey

11 February 2022

Zhixu Li

Papers citing "Multi-Modal Knowledge Graph Construction and Application: A Survey"

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Title
Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks Jiafan Li Jiaqi Zhu Liang Chang Yilin Li Miaomiao Li Yang Wang H. Wang 31 0 0 12 May 2025
Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective Taoyu Su Shuaiyi Nie Duohe Ma Xiaodong Li Juwei Yue Mengxiao Song Yingkai Tang Tingwen Liu 40 0 0 28 Apr 2025
MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation Yixiang Chen Penglei Sun Xiang Li Xiaowen Chu 38 0 0 10 Apr 2025
Mind with Eyes: from Language Reasoning to Multimodal Reasoning Zhiyu Lin Yifei Gao Xian Zhao Yunfan Yang Jitao Sang LRM 55 1 0 23 Mar 2025
Aligning Vision to Language: Text-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning Junming Liu Siyuan Meng Yanting Gao Song Mao Pinlong Cai Guohang Yan Yirong Chen Zilin Bian Botian Shi Ding Wang 57 1 0 17 Mar 2025
Diffusion-based Hierarchical Negative Sampling for Multimodal Knowledge Graph Completion Guanglin Niu Xiaowei Zhang 40 0 0 28 Jan 2025
A Pattern to Align Them All: Integrating Different Modalities to Define Multi-Modal Entities Gianluca Apriceno Valentina Tamma Tania Bailoni Jacopo de Berardinis Mauro Dragoni 32 0 0 17 Oct 2024
AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues Oliver Bensch Leonie Bensch Tommy Nilsson Florian Saling Bernd Bewer Sophie Jentzsch Tobias Hecking J. Nathan Kutz 21 1 0 21 Sep 2024
VHAKG: A Multi-modal Knowledge Graph Based on Synchronized Multi-view Videos of Daily Activities S. Egami Takahiro Ugai Swe Nwe Nwe Htun Ken Fukuda 19 1 0 27 Aug 2024
RConE: Rough Cone Embedding for Multi-Hop Logical Query Answering on Multi-Modal Knowledge Graphs Mayank Kharbanda R. Shah Raghava Mutharaju 46 0 0 21 Aug 2024
wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech Khai Le-Duc Quy-Anh Dang Tan-Hanh Pham Truong-Son Hy 32 0 0 08 Aug 2024
Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion Yu Zhao Ying Zhang Baohang Zhou Xinying Qian Kehui Song Xiangrui Cai 32 2 0 03 Jul 2024
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models Yikai Zhang Qianyu He Xintao Wang Siyu Yuan Jiaqing Liang Yanghua Xiao VLM 37 0 0 16 Jun 2024
Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction Qian Li Cheng Ji Shu Guo Yong Zhao Qianren Mao Shangguang Wang Yuntao Wei Jianxin Li 21 1 0 18 Apr 2024
Metarobotics for Industry and Society: Vision, Technologies, and Opportunities E. Kaigom 43 8 0 31 Mar 2024
Noise-powered Multi-modal Knowledge Graph Representation Framework Zhuo Chen Yin Fang Yichi Zhang Lingbing Guo Jiaoyan Chen Hua-zeng Chen Wen Zhang Wen Zhang 26 0 0 11 Mar 2024
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models Derong Xu Ziheng Zhang Zhenxi Lin Xian Wu Zhihong Zhu Tong Xu Xiangyu Zhao Yefeng Zheng Enhong Chen 50 11 0 04 Mar 2024
How to Understand "Support"? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding Jiamin Luo Jianing Zhao Jingjing Wang Guodong Zhou 46 0 0 29 Feb 2024
ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment Yang Luo Zhuo Chen Lingbing Guo Qian Li Wenxuan Zeng Zhixin Cai Jianxin Li 61 5 0 16 Feb 2024
Knowledge Guided Entity-aware Video Captioning and A Basketball Benchmark Zeyu Xi Ge Shi Xuefen Li Junchi Yan Zun Li Lifang Wu Zilin Liu Liang Wang 49 0 0 25 Jan 2024
Domain Adaptation for Large-Vocabulary Object Detectors Kai Jiang Jiaxing Huang Weiying Xie Jie Lei Yunsong Li Ling Shao Shijian Lu ObjD VLM 40 2 0 13 Jan 2024
UMIE: Unified Multimodal Information Extraction with Instruction Tuning Lin Sun Kai Zhang Qingyuan Li Renze Lou 34 13 0 05 Jan 2024
KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph Tiezheng Guo Qingwen Yang Chen Wang Yanyi Liu Pan Li Jiawei Tang Dapeng Li Yingyou Wen RALM LRM 36 20 0 26 Dec 2023
Survey on Foundation Models for Prognostics and Health Management in Industrial Cyber-Physical Systems Ruonan Liu Quanhu Zhang Te Han AI4CE 44 2 0 11 Dec 2023
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion? Yusuke Sakai Hidetaka Kamigaito Katsuhiko Hayashi Taro Watanabe 26 1 0 15 Nov 2023
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI Yaoxian Song Penglei Sun Haoyu Liu Li Zhixu Wei Song Yanghua Xiao Xiaofang Zhou LM&Ro 53 13 0 07 Nov 2023
Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity Alignment Qian Li Cheng Ji Shu Guo Zhaoji Liang Lihong Wang Jianxin Li 32 9 0 10 Oct 2023
Retail-786k: a Large-Scale Dataset for Visual Entity Matching Bianca Lamm Janis Keuper VLM 19 3 0 29 Sep 2023
Unveiling Optimal SDG Pathways: An Innovative Approach Leveraging Graph Pruning and Intent Graph for Effective Recommendations Zhihang Yu Shu Wang Yunqiang Zhu Wen Yuan Xiaoliang Dai Zhiqiang Zou 21 1 0 21 Sep 2023
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research Yu-Neng Chuang Guanchu Wang Chia-Yuan Chang Kwei-Herng Lai Daochen Zha ... Fan Yang Alfredo Costilla Reyes Kaixiong Zhou Xiaoqian Jiang Xia Hu 28 4 0 04 Sep 2023
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities Jingdan Zhang Jiaan Wang Xiaodan Wang Zhixu Li Yanghua Xiao 35 10 0 09 Aug 2023
Multi-Dialectal Representation Learning of Sinitic Phonology Zhibai Jia 15 0 0 30 Jun 2023
Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction Qian Li Shu Guo Cheng Ji Xutan Peng Shiyao Cui Jianxin Li 31 13 0 19 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 35 719 0 14 Jun 2023
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities Yuqi Zhu Xiaohan Wang Jing Chen Shuofei Qiao Yixin Ou Yunzhi Yao Shumin Deng Huajun Chen Ningyu Zhang LLMAG 41 110 0 22 May 2023
Attribute-Consistent Knowledge Graph Representation Learning for Multi-Modal Entity Alignment Qian Li Shu Guo Yang Luo Cheng Ji Lihong Wang Shuaiyi Nie Jianxin Li 26 31 0 04 Apr 2023
Knowledge Graphs: Opportunities and Challenges Ciyuan Peng Feng Xia Mehdi Naseriparsa Francesco Osborne 22 240 0 24 Mar 2023
Construction of Knowledge Graphs: State and Challenges Marvin Hofer Daniel Obraczka A. Saeedi Hanna Köpcke Erhard Rahm 26 31 0 22 Feb 2023
Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications Muhammad Arslan Manzoor S. Albarri Ziting Xian Zaiqiao Meng Preslav Nakov Shangsong Liang AI4TS 31 26 0 01 Feb 2023
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 26 108 0 12 Dec 2022
Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia Haojie Pan Zepeng Zhai Yuzhou Zhang Ruiji Fu Ming Liu Yangqiu Song Zhongyuan Wang Bing Qin 38 5 0 28 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 51 70 0 23 Oct 2022
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion Yu Zhao Xiangrui Cai Yike Wu Haiwei Zhang Ying Zhang Guoqing Zhao Ning Jiang 23 24 0 17 Oct 2022
Multimodal Analogical Reasoning over Knowledge Graphs Ningyu Zhang Lei Li Xiang Chen Xiaozhuan Liang Shumin Deng Huajun Chen 54 26 0 01 Oct 2022
Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions Paul Pu Liang Amir Zadeh Louis-Philippe Morency 18 60 0 07 Sep 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 72 527 0 13 Jun 2022
Dual Embodied-Symbolic Concept Representations for Deep Learning Daniel T. Chang 21 2 0 01 Mar 2022
Joint Multimedia Event Extraction from Video and Article Brian Chen Xudong Lin Christopher Thomas Manling Li Shoya Yoshida Lovish Chum Heng Ji Shih-Fu Chang VGen 47 26 0 27 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 350 5,785 0 29 Apr 2021
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 154 560 0 27 Feb 2017