Heterogeneous Graph Transformer

3 March 2020

Yuxiao Dong

Papers citing "Heterogeneous Graph Transformer"

50 / 431 papers shown

Title
Unveiling the Hidden: Movie Genre and User Bias in Spoiler Detection Haokai Zhang Shengtao Zhang Zijian Cai Heng Wang Ruixuan Zhu Zinan Zeng Minnan Luo 43 0 0 24 Apr 2025
ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion Xiang Li Haobing Liu Jianpeng Qi Yuan Cao Guoqing Chao Yanwei Yu GNN 49 0 0 22 Apr 2025
Particle Hit Clustering and Identification Using Point Set Transformers in Liquid Argon Time Projection Chambers Edgar E. Robles A. Yankelevich Wenjie Wu J. Bian Pierre Baldi 21 0 0 11 Apr 2025
A Reproducibility Study of Graph-Based Legal Case Retrieval Gregor Donabauer Udo Kruschwitz AILaw 26 0 0 11 Apr 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye X. Chen Siqiang Luo 3DV 32 0 0 08 Apr 2025
Graph Attention for Heterogeneous Graphs with Positional Encoding Nikhil Shivakumar Nayak GNN 51 0 0 03 Apr 2025
Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph Reasoning Gongzhu Yin H. Zhang Yuchen Yang Y. Luo LRM 68 0 0 26 Mar 2025
Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach Rochana Chaturvedi Peyman Baghershahi Sourav Medya Barbara Di Eugenio 41 0 0 23 Mar 2025
Boundary Prompting: Elastic Urban Region Representation via Graph-based Spatial Tokenization Haojia Zhu Jiahui Jin Dong Kan Rouxi Shen Ruize Wang Xiangguo Sun Jinghui Zhang 57 0 0 11 Mar 2025
Certainly Bot Or Not? Trustworthy Social Bot Detection via Robust Multi-Modal Neural Processes Qi Wu Yingguang Yang Hao Liu Hao Peng Buyun He Yutong Xia Yong Liao AAML 56 0 0 11 Mar 2025
Heterogeneous Graph Structure Learning through the Lens of Data-generating Processes Keyue Jiang Bohan Tang Xiaowen Dong Laura Toni 34 0 0 11 Mar 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection Tianyi Ma Y. Qian Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 22 0 0 28 Feb 2025
Predicting Cascade Failures in Interdependent Urban Infrastructure Networks Yinzhou Tang J. Piao Huandong Wang Shaw Rajib Yong Li AI4CE 34 0 0 26 Feb 2025
MAPN: Enhancing Heterogeneous Sparse Graph Representation by Mamba-based Asynchronous Aggregation Xuqi Mao Zhenying He Xiaoyang Sean Wang 33 0 0 23 Feb 2025
HetFS: A Method for Fast Similarity Search with Ad-hoc Meta-paths on Heterogeneous Information Networks Xuqi Mao Z. Chen Zhenying He Yinan Jing Kai Zhang Xiaotao Wang 30 2 0 22 Feb 2025
FHGE: A Fast Heterogeneous Graph Embedding with Ad-hoc Meta-paths Xuqi Mao Zhenying He Xiaoyang Sean Wang 28 1 0 22 Feb 2025
LLM4GNAS: A Large Language Model Based Toolkit for Graph Neural Architecture Search Yang Gao Hong Yang Y. Chen Junxian Wu Peng Zhang Haishuai Wang 36 0 0 12 Feb 2025
RelGNN: Composite Message Passing for Relational Deep Learning Tianlang Chen Charilaos I. Kanatsoulis Jure Leskovec GNN AI4CE 41 1 0 10 Feb 2025
EdgeGFL: Rethinking Edge Information in Graph Feature Preference Learning Shengda Zhuo Jiwang Fang Hongguang Lin Yin Tang Min Chen Changdong Wang Shuqiang Huang 43 0 0 04 Feb 2025
HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks Q. Zhu Liang Zhang Qianxiong Xu Cheng Long 40 1 0 22 Jan 2025
CHAT: Beyond Contrastive Graph Transformer for Link Prediction in Heterogeneous Networks Shengming Zhang Le Zhang Jingbo Zhou Hui Xiong 26 0 0 06 Jan 2025
DiffGraph: Heterogeneous Graph Diffusion Model Zongwei Li Lianghao Xia Hua Hua Shijie Zhang Shuangyang Wang C. Huang 21 0 0 04 Jan 2025
Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs Tiehua Zhang Yuze Liu Zhishu Shen Xingjun Ma Xin Chen Xiaowei Huang Jun-Jian Yin 41 6 0 31 Dec 2024
Attack by Yourself: Effective and Unnoticeable Multi-Category Graph Backdoor Attacks with Subgraph Triggers Pool Jiangtong Li Dungy Liu Dawei Cheng Changchun Jiang AAML 29 0 0 23 Dec 2024
GraphAgent: Agentic Graph Language Assistant Yuhao Yang J. Tang Lianghao Xia Xingchen Zou Yuxuan Liang Chao Huang LM&Ro 76 1 0 22 Dec 2024
FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks Siddharth Ambekar Yuhang Yao Ryan Li Carlee Joe-Wong FedML 73 0 0 20 Dec 2024
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective Yujie Mo Zhihe Lu Runpeng Yu Xiaofeng Zhu Xinchao Wang 64 0 0 01 Dec 2024
GRL-Prompt: Towards Knowledge Graph based Prompt Optimization via Reinforcement Learning Yuze Liu Tingjie Liu Tiehua Zhang Youhua Xia Jinze Wang Zhishu Shen Jiong Jin Fei Richard Yu 59 0 0 19 Nov 2024
Multi-Hyperbolic Space-based Heterogeneous Graph Attention Network Jongmin Park Seunghoon Han Jong-Ryul Lee Sungsu Lim 31 0 0 18 Nov 2024
HeteroSample: Meta-path Guided Sampling for Heterogeneous Graph Representation Learning Ao Liu Jing Chen Ruiying Du Cong Wu Yebo Feng Teng Li Jianfeng Ma 31 0 0 11 Nov 2024
HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual Adapters Yujie Mo Runpeng Yu Xiaofeng Zhu Xinchao Wang 31 0 0 02 Nov 2024
How to Bridge Spatial and Temporal Heterogeneity in Link Prediction? A Contrastive Method Yu Tai Xinglong Wu Hongwei Yang Hui He Duanjing Chen Yuanming Shao Weizhe Zhang 21 0 0 01 Nov 2024
MBExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddings Ashkan Golgoon Ryan Franks Khashayar Filom Arjun Ravi Kannan 21 0 0 01 Nov 2024
InLINE: Inner-Layer Information Exchange for Multi-task Learning on Heterogeneous Graphs Xinyue Feng Jinquan Hang Yuequn Zhang Haotian Wang Desheng Zhang Guang Wang 24 0 0 29 Oct 2024
Graph Sparsification for Enhanced Conformal Prediction in Graph Neural Networks Yuntian He Pranav Maneriker Anutam Srinivasan Aditya T. Vadlamani Srinivasan Parthasarathy 23 0 0 28 Oct 2024
A Heterogeneous Network-based Contrastive Learning Approach for Predicting Drug-Target Interaction J. Hu Michael Bewong Selasi Kwashie Wen Zhang Vincent M. Nofong Guangsheng Wu Zaiwen Feng 16 0 0 20 Oct 2024
Heterogeneous Graph Generation: A Hierarchical Approach using Node Feature Pooling Hritaban Ghosh Chen Changyu Arunesh Sinha Shamik Sural 19 0 0 15 Oct 2024
Revisiting and Benchmarking Graph Autoencoders: A Contrastive Learning Perspective Jintang Li Ruofan Wu Yuchang Zhu Huizhe Zhang Xinzhou Jin Guibin Zhang Zulun Zhu Zibin Zheng Liang Chen SSL 22 0 0 14 Oct 2024
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling Zijie Huang Wanjia Zhao Jingdong Gao Ziniu Hu Xiao Luo Yadi Cao Yuanzhou Chen Yizhou Sun Wei Wang PINN AI4CE 22 0 0 08 Oct 2024
Modeling Social Media Recommendation Impacts Using Academic Networks: A Graph Neural Network Approach Sabrina Guidotti Gregor Donabauer Simone Somazzi Udo Kruschwitz D. Taibi D. Ognibene 25 0 0 06 Oct 2024
GraphRouter: A Graph-based Router for LLM Selections Tao Feng Yanzhen Shen Jiaxuan You 26 9 0 04 Oct 2024
GATher: Graph Attention Based Predictions of Gene-Disease Links David Narganes-Carlon Anniek Myatt Mani Mudaliar Daniel J. Crowther 27 0 0 23 Sep 2024
Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning Qincheng Lu Jiaqi Zhu Sitao Luan Xiao-Wen Chang 18 2 0 15 Sep 2024
LAMP: Learnable Meta-Path Guided Adversarial Contrastive Learning for Heterogeneous Graphs Siqing Li Jin-Duk Park Wei Huang Xin Cao Won-Yong Shin Zhiqiang Xu 19 0 0 10 Sep 2024
OpenFGL: A Comprehensive Benchmark for Federated Graph Learning Xunkai Li Y. X. Zhu Boyang Pang Guochen Yan Yeyu Yan Zening Li Zhengyu Wu Wentao Zhang Rong-Hua Li Guoren Wang FedML 18 1 0 29 Aug 2024
Explainable Hierarchical Urban Representation Learning for Commuting Flow Prediction Mingfei Cai Y. Pang Y. Sekimoto AI4TS 27 0 0 27 Aug 2024
AnyGraph: Graph Foundation Model in the Wild Lianghao Xia Chao Huang OOD 20 0 0 20 Aug 2024
Heta: Distributed Training of Heterogeneous Graph Neural Networks Yuchen Zhong Junwei Su Chuan Wu Minjie Wang 18 0 0 19 Aug 2024
Multi-task Heterogeneous Graph Learning on Electronic Health Records Tsai Hor Chan Guosheng Yin Kyongtae Bae Lequan Yu CML 18 0 0 14 Aug 2024
Urban Region Pre-training and Prompting: A Graph-based Approach Jiahui Jin Yifan Song Dong Kan Haojia Zhu Xiangguo Sun Zhicheng Li Xigang Sun Jinghui Zhang AI4TS AI4CE 24 1 0 12 Aug 2024