Multimodal Analogical Reasoning over Knowledge Graphs

Multimodal Analogical Reasoning over Knowledge Graphs

1 October 2022

Ningyu Zhang

Lei Li

Xiaozhuan Liang

Shumin Deng

Huajun Chen

Papers citing "Multimodal Analogical Reasoning over Knowledge Graphs"

17 / 17 papers shown

Title
Mind with Eyes: from Language Reasoning to Multimodal Reasoning Zhiyu Lin Yifei Gao Xian Zhao Yunfan Yang Jitao Sang LRM 45 1 0 23 Mar 2025
MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Yifan Wu Min Zeng Yang Li Y. Zhang Min Li 67 1 0 23 Nov 2024
Can Multimodal Large Language Model Think Analogically? Diandian Guo Cong Cao Fangfang Yuan Dakui Wang Wei Ma Yanbing Liu Jianhui Fu LRM 26 0 0 02 Nov 2024
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models Ling Yang Zhaochen Yu Tianjun Zhang Shiyi Cao Minkai Xu Wentao Zhang Joseph E. Gonzalez Bin Cui LLMAG LM&Ro LRM KELM 26 34 0 06 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 Viet Quoc Pham 31 8 0 30 May 2024
Learning on Multimodal Graphs: A Survey Ciyuan Peng Jiayuan He Feng Xia 20 6 0 07 Feb 2024
Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models Junchi Yu Ran He Rex Ying LRM 41 24 0 06 Oct 2023
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction Siyu Yuan Jiangjie Chen Xuyang Ge Yanghua Xiao Deqing Yang 31 7 0 22 May 2023
Knowledge Rumination for Pre-trained Language Models Yunzhi Yao Peng Wang Shengyu Mao Chuanqi Tan Fei Huang Huajun Chen Ningyu Zhang KELM 22 3 0 15 May 2023
Continual Multimodal Knowledge Graph Construction Xiang Chen Jintian Zhang Xiaohan Wang Ningyu Zhang Tongtong Wu Luo Si Yongheng Wang Huajun Chen KELM CLL 22 13 0 15 May 2023
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base Siyu Yuan Jiangjie Chen Changzhi Sun Jiaqing Liang Yanghua Xiao Deqing Yang 29 16 0 10 May 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 26 15 0 17 Feb 2023
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 51 310 0 19 Dec 2022
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 24 107 0 12 Dec 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mañdziuk 114 41 0 28 Jan 2022
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings Peng Wang Xin Xie Xiaohan Wang Ningyu Zhang RALM 26 16 0 14 Jan 2022
Image-embodied Knowledge Representation Learning Ruobing Xie Zhiyuan Liu Huanbo Luan Maosong Sun 122 211 0 22 Sep 2016