Graph Prompt Learning: A Comprehensive Survey and Beyond

Graph Prompt Learning: A Comprehensive Survey and Beyond

28 November 2023

ArXiv (abs)PDF HTML Github (390★)

Papers citing "Graph Prompt Learning: A Comprehensive Survey and Beyond"

15 / 15 papers shown

Title
Graph Prompting for Graph Learning Models: Recent Advances and Future Directions Xingbo Fu Zehong Wang Zihan Chen Jiazheng Li Yaochen Zhu Zhenyu Lei Cong Shen Yanfang Ye Chuxu Zhang Jundong Li AI4CE VLM 28 0 0 10 Jun 2025
A Brain Graph Foundation Model: Pre-Training and Prompt-Tuning for Any Atlas and Disorder Xinxu Wei K. Zhao Yong Jiao Lifang He Yu Zhang AI4CE 30 0 0 31 May 2025
GCAL: Adapting Graph Models to Evolving Domain Shifts Ziyue Qiao Qianyi Cai Hao Dong Jiawei Gu Pengyang Wang Meng Xiao Xiao Luo Hui Xiong CLL 109 1 0 22 May 2025
Pre-trained Prompt-driven Semi-supervised Local Community Detection Li Ni Hengkai Xu Lin Mu Yiwen Zhang Wenjian Luo 80 0 0 18 May 2025
DP-GPL: Differentially Private Graph Prompt Learning Jing Xu Franziska Boenisch Iyiola Emmanuel Olatunji Adam Dziedzic AAML 111 0 0 13 Mar 2025
AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models Yuhao Zheng Chenghua Gong Rui Sun Juyuan Zhang Liming Pan Linyuan Lv 136 0 0 25 Feb 2025
RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning Jiapeng Zhu Zichen Ding Jianxiang Yu Jiaqi Tan Xiang Li Weining Qian OffRL 229 4 0 20 Jan 2025
Does Graph Prompt Work? A Data Operation Perspective with Theoretical Analysis Qunzhong Wang Xiangguo Sun Hong Cheng 142 6 0 02 Oct 2024
Krait: A Backdoor Attack Against Graph Prompt Tuning Ying Song Rita Singh Balaji Palanisamy AAML 138 1 0 18 Jul 2024
ProG: A Graph Prompt Learning Benchmark Chenyi Zi Haihong Zhao Xiangguo Sun Yiqing Lin Hong Cheng Jia Li 134 13 0 08 Jun 2024
ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs Yuhan Li Peisong Wang Zhixun Li Jeffrey Xu Yu Jia Li 97 47 0 17 Feb 2024
Prompt Learning on Temporal Interaction Graphs Xi Chen Siwei Zhang Yun Xiong Xixi Wu Jiawei Zhang Xiangguo Sun Yao Zhang Feng Zhao Yulin Kang AI4CE 97 9 0 09 Feb 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 364 33 0 25 Jan 2024
HetGPT: Harnessing the Power of Prompt Tuning in Pre-Trained Heterogeneous Graph Neural Networks Yihong Ma Ning Yan Jiayu Li Masood S. Mortazavi Nitesh Chawla 83 20 0 23 Oct 2023
Contrastive Multi-View Representation Learning on Graphs Kaveh Hassani Amir Hosein Khas Ahmadi SSL 261 1,312 0 10 Jun 2020