Learning on Multimodal Graphs: A Survey

7 February 2024

Papers citing "Learning on Multimodal Graphs: A Survey"

9 / 9 papers shown

Title
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts Haodi Ma Dzmitry Kasinets Daisy Zhe Wang 31 0 0 28 Jan 2025
Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimodal Emotion Recognition Dongyuan Li Yusong Wang Kotaro Funakoshi Manabu Okumura 23 12 0 18 Nov 2023
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction Nils Loose Chun-Liang Li Hao Zhang Timothy Dozat Felix Mächtle ... Shangbang Long Siyang Qin Yasuhisa Fujii Nan Hua T. Eisenbarth SSL 40 17 0 04 May 2023
Multimodal Graph Transformer for Multimodal Question Answering Xuehai He Xin Eric Wang 19 7 0 30 Apr 2023
Multimodal Analogical Reasoning over Knowledge Graphs Ningyu Zhang Lei Li Xiang Chen Xiaozhuan Liang Shumin Deng Huajun Chen 29 26 0 01 Oct 2022
Multimodal learning with graphs Yasha Ektefaie George Dasoulas Ayush Noori Maha Farhat Marinka Zitnik 35 82 0 07 Sep 2022
Simple and Efficient Heterogeneous Graph Neural Network Xiaocheng Yang Mingyu Yan Shirui Pan Xiaochun Ye Dongrui Fan 37 120 0 06 Jul 2022
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks Yijun Tian Chuxu Zhang Zhichun Guo Yihong Ma Ronald A Metoyer Nitesh V. Chawla 31 18 0 24 May 2022
Image-embodied Knowledge Representation Learning Ruobing Xie Zhiyuan Liu Huanbo Luan Maosong Sun 122 211 0 22 Sep 2016