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2402.02130
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GITA: Graph to Visual and Textual Integration for Vision-Language Graph Reasoning
3 February 2024
Yanbin Wei
Shuai Fu
Weisen Jiang
Zejian Zhang
Zhixiong Zeng
Qi Wu
James T. Kwok
Yu Zhang
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Papers citing
"GITA: Graph to Visual and Textual Integration for Vision-Language Graph Reasoning"
15 / 15 papers shown
NAUTILUS: A Large Multimodal Model for Underwater Scene Understanding
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Cheng Wang
Dingkang Liang
Zongchuang Zhao
Xingyu Jiang
Peng Zhang
X. Bai
180
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0
31 Oct 2025
Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications
Guangxin Su
Hanchen Wang
Jianwei Wang
Wenjie Zhang
Ying Zhang
Jian Pei
339
2
0
24 Oct 2025
Structure-Aware Cooperative Ensemble Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models
Jie Zhao
Kang Hao Cheong
OffRL
170
1
0
24 Oct 2025
See or Say Graphs: Agent-Driven Scalable Graph Structure Understanding with Vision-Language Models
Shuo Han
Yukun Cao
Zezhong Ding
Zengyi Gao
S.Kevin Zhou
Xike Xie
216
0
0
19 Oct 2025
MetaDefense: Defending Finetuning-based Jailbreak Attack Before and During Generation
Weisen Jiang
Sinno Jialin Pan
AAML
200
2
0
09 Oct 2025
ContextNav: Towards Agentic Multimodal In-Context Learning
Honghao Fu
Yuan Ouyang
Kai-Wei Chang
Yiwei Wang
Zi Huang
Yujun Cai
220
1
0
06 Oct 2025
Rethinking and Benchmarking Large Language Models for Graph Reasoning
Yuwei Hu
Xinyi Huang
Zhewei Wei
Yongchao Liu
Chuntao Hong
LRM
215
2
0
29 Sep 2025
Safe Delta: Consistently Preserving Safety when Fine-Tuning LLMs on Diverse Datasets
Ning Lu
Shengcai Liu
Jiahao Wu
Weiyu Chen
Zhirui Zhang
Yew-Soon Ong
Qi Wang
Ke Tang
372
18
0
17 May 2025
Open Your Eyes: Vision Enhances Message Passing Neural Networks in Link Prediction
Yanbin Wei
Xuehao Wang
Zhan Zhuang
Yang Chen
Shuhao Chen
Yulong Zhang
Yu Zhang
James T. Kwok
540
1
0
13 May 2025
Visual Evolutionary Optimization on Graph-Structured Combinatorial Problems with MLLMs: A Case Study of Influence Maximization
IEEE Transactions on Evolutionary Computation (IEEE Trans. Evol. Comput.), 2025
Jie Zhao
Kang Hao Cheong
OffRL
568
2
0
11 May 2025
Graph Drawing for LLMs: An Empirical Evaluation
Walter Didimo
Fabrizio Montecchiani
Tommaso Piselli
413
0
0
06 May 2025
Graph-to-Vision: Multi-graph Understanding and Reasoning using Vision-Language Models
Ruizhou Li
Haiyun Jiang
419
3
0
27 Mar 2025
A Survey of Cross-domain Graph Learning: Progress and Future Directions
Haihong Zhao
Chenyi Zi
Chenyi Zi
Aochuan Chen
Fugee Tsung
Jia Li
Jeffrey Xu Yu
467
1
0
14 Mar 2025
GraphThought: Graph Combinatorial Optimization with Thought Generation
Zixiao Huang
Lifeng Guo
Wenhao Li
Junjie Sheng
Chuyun Shen
Haosheng Chen
Bo Jin
Changhong Lu
Xiangfeng Wang
LRM
AI4CE
287
4
0
17 Feb 2025
Scalable and Accurate Graph Reasoning with LLM-based Multi-Agents
Yuwei Hu
Runlin Lei
Xinyi Huang
Zhewei Wei
Yongchao Liu
LLMAG
446
15
0
07 Oct 2024
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