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Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs

IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023

26 November 2023

Papers citing "Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs"

24 / 24 papers shown

Title
Task-Aware Retrieval Augmentation for Dynamic Recommendation Zhen Tao Xinke Jiang Qingshuai Feng Haoyu Zhang Lun Du Yuchen Fang Hao Miao Bangquan Xie Qingqiang Sun 69 0 0 16 Nov 2025
GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning Haonan Yuan Qingyun Sun Junhua Shi Xingcheng Fu Bryan Hooi Jianxin Li Philip S. Yu VLM 208 1 0 05 Nov 2025
Adaptive Dual Prompting: Hierarchical Debiasing for Fairness-aware Graph Neural Networks Yuhan Yang Xingbo Fu Jundong Li AI4CE 147 0 0 27 Oct 2025
Adaptive Graph Mixture of Residual Experts: Unsupervised Learning on Diverse Graphs with Heterogeneous Specialization Yunlong Chu Minglai Shao Zengyi Wo Bing Hao Yuhang Liu Ruijie Wang Jianxin Li 87 0 0 24 Oct 2025
One Prompt Fits All: Universal Graph Adaptation for Pretrained Models Yongqi Huang Jitao Zhao Dongxiao He Xiaobao Wang Yawen Li Yuxiao Huang Di Jin Zhiyong Feng VLM 156 0 0 26 Sep 2025
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 172 1 0 10 Jun 2025
Graph Positional Autoencoders as Self-supervised Learners Yang Liu Deyu Bo Wenxuan Cao Yuan Fang Yawen Li C. Shi SSL 273 1 0 29 May 2025
Edge Prompt Tuning for Graph Neural NetworksInternational Conference on Learning Representations (ICLR), 2025 Xingbo Fu Yinhan He Jundong Li 258 6 0 02 Mar 2025
DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning ApproachThe Web Conference (WWW), 2025 Qin Chen Liang Wang Bo Zheng Guojie Song 384 6 0 28 Jan 2025
SGPT: Few-Shot Prompt Tuning for Signed Graphs Zian Zhai Sima Qing Xiaoyang Wang Wenjie Zhang 242 0 0 11 Dec 2024
HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual AdaptersInternational Conference on Learning Representations (ICLR), 2024 Yujie Mo Runpeng Yu Xiaofeng Zhu Xinchao Wang 215 3 0 02 Nov 2024
Are You Using Reliable Graph Prompts? Trojan Prompt Attacks on Graph Neural Networks Minhua Lin Zhiwei Zhang Enyan Dai Zongyu Wu Yilong Wang Xiang Zhang Suhang Wang SILM AAML 137 1 0 17 Oct 2024
Urban Region Pre-training and Prompting: A Graph-based ApproachKnowledge Discovery and Data Mining (KDD), 2024 Jiahui Jin Yifan Song Dong Kan Haojia Zhu Xiangguo Sun Zhicheng Li Xigang Sun Jinghui Zhang AI4TS AI4CE 443 6 0 12 Aug 2024
GOFA: A Generative One-For-All Model for Joint Graph Language Modeling Lecheng Kong Jiarui Feng Hao Liu Chengsong Huang Jiaxin Huang Yixin Chen Muhan Zhang AI4CE 303 25 0 12 Jul 2024
Exploring Task Unification in Graph Representation Learning via Generative Approach Yulan Hu Ouyang Sheng Zhirui Yang Ge Chen Junchen Wan Xiao Wang Yong Liu 155 3 0 21 Mar 2024
EXGC: Bridging Efficiency and Explainability in Graph Condensation Cunchun Li Xinglin Li Yongduo Sui Yuan Gao Guibin Zhang Kun Wang Xiang Wang Xiangnan He DD 205 24 0 05 Feb 2024
Few-Shot Learning on Graphs: from Meta-learning to Pre-training and Prompting Xingtong Yu Yuan Fang Zemin Liu Yuxia Wu Zhihao Wen Jianyuan Bo Xinming Zhang Steven C. H. Hoi VLM 236 5 0 02 Feb 2024
Graph Fairness Learning under Distribution Shifts Yibo Li Xiao Wang Yujie Xing Shaohua Fan Ruijia Wang Yaoqi Liu Chuan Shi OOD 194 14 0 30 Jan 2024
HGPROMPT: Bridging Homogeneous and Heterogeneous Graphs for Few-shot Prompt LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Xingtong Yu Yuan Fang Zemin Liu Xinming Zhang 450 57 0 04 Dec 2023
MultiGPrompt for Multi-Task Pre-Training and Prompting on GraphsThe Web Conference (WWW), 2023 Xingtong Yu Chang Zhou Yuan Fang Xinming Zhang 527 52 0 28 Nov 2023
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical UnderstandingInternational Conference on Computational Linguistics (COLING), 2023 Peng Xia Xingtong Yu Ming Hu Lie Ju Zhiyong Wang Peibo Duan Zongyuan Ge VLM 258 16 0 23 Nov 2023
PSP: Pre-Training and Structure Prompt Tuning for Graph Neural Networks Qingqing Ge Zeyuan Zhao Yiding Liu Anfeng Cheng Xiang Li Shuaiqiang Wang D. Yin 132 8 0 26 Oct 2023
One for All: Towards Training One Graph Model for All Classification TasksInternational Conference on Learning Representations (ICLR), 2023 Hao Liu Jiarui Feng Lecheng Kong Ningyue Liang Dacheng Tao Yixin Chen Muhan Zhang AI4CE 409 202 0 29 Sep 2023
Contrastive Multi-View Representation Learning on GraphsInternational Conference on Machine Learning (ICML), 2020 Kaveh Hassani Amir Hosein Khas Ahmadi SSL 656 1,555 0 10 Jun 2020