VisionGraph: Leveraging Large Multimodal Models for Graph Theory
Problems in Visual Context

VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context

8 May 2024

Baotian Hu

Papers citing "VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context"

13 / 13 papers shown

Title
Visual Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models: A Case Study of Influence Maximization Jie Zhao Kang Hao Cheong OffRL 31 0 0 11 May 2025
Graph-to-Vision: Multi-graph Understanding and Reasoning using Vision-Language Models Ruizhou Li Haiyun Jiang 41 0 0 27 Mar 2025
GCoder: Improving Large Language Model for Generalized Graph Problem Solving Qifan Zhang Xiaobin Hong Jianheng Tang Nuo Chen Yuhan Li Wenzhong Li Jing Tang Jia Li OffRL AI4CE LRM 37 1 0 24 Oct 2024
GUNDAM: Aligning Large Language Models with Graph Understanding Sheng Ouyang Yulan Hu Ge Chen Yong Liu AI4CE 34 3 0 30 Sep 2024
Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation Yunxin Li Haoyuan Shi Baotian Hu Longyue Wang Jiashun Zhu Jinyi Xu Zhen Zhao Min Zhang VGen 45 5 0 19 Aug 2024
Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path Xinnan Dai Qihao Wen Yifei Shen Hongzhi Wen Dongsheng Li Jiliang Tang Caihua Shan LRM 51 3 0 18 Aug 2024
GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models Zike Yuan Ming Liu Hui Wang Bing Qin LRM ELM 55 2 0 03 Jul 2024
GraphArena: Evaluating and Exploring Large Language Models on Graph Computation Jianheng Tang Qifan Zhang Yuhan Li Nuo Chen Jia Li 21 2 0 29 Jun 2024
Can LLM Graph Reasoning Generalize beyond Pattern Memorization? Yizhuo Zhang Heng Wang Shangbin Feng Zhaoxuan Tan Xiaochuang Han Tianxing He Yulia Tsvetkov LRM 44 16 0 23 Jun 2024
Multimodal LLMs Struggle with Basic Visual Network Analysis: a VNA Benchmark Evan M. Williams Kathleen M. Carley CoGe 44 0 0 10 May 2024
AI for Mathematics: A Cognitive Science Perspective Cedegao E. Zhang Katherine M. Collins Adrian Weller Joshua B. Tenenbaum 36 9 0 19 Oct 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 270 4,244 0 30 Jan 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 240 2,494 0 06 Oct 2022