Heterogeneous Graph Transformer

3 March 2020

Yuxiao Dong

Papers citing "Heterogeneous Graph Transformer"

50 / 431 papers shown

Title
HeteroMorpheus: Universal Control Based on Morphological Heterogeneity Modeling YiFan Hao Yang Yang Junru Song Wei Peng Weien Zhou Tingsong Jiang Wen Yao 28 0 0 02 Aug 2024
Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-supervision Chenxiang Jin Jiajun Zhou Chenxuan Xie Shanqing Yu Qi Xuan Xiaoniu Yang 15 0 0 01 Aug 2024
Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning JongWoo Kim SeongYeub Chu HyeongMin Park Bryan Wong MunYong Yi 22 0 0 30 Jul 2024
rLLM: Relational Table Learning with LLMs Weichen Li Xiaotong Huang Jianwu Zheng Zheng Wang Chaokun Wang Li Pan Jianhua Li LMTD 16 0 0 29 Jul 2024
AutoRDF2GML: Facilitating RDF Integration in Graph Machine Learning Michael Färber David Lamprecht Yuni Susanti AI4CE 22 0 0 26 Jul 2024
HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning Qiuyu Zhu Liang Zhang Qianxiong Xu Kaijun Liu Cheng Long Xiaoyang Wang 16 0 0 18 Jul 2024
When Heterophily Meets Heterogeneity: New Graph Benchmarks and Effective Methods Junhong Lin Xiaojie Guo Shuaicheng Zhang Dawei Zhou Yada Zhu Julian Shun 25 0 0 15 Jul 2024
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation Chenxin Li Xinyu Liu Cheng Wang Yifan Liu Weihao Yu Jing Shao Yixuan Yuan 28 5 0 08 Jul 2024
Heterogeneous Graph Contrastive Learning with Spectral Augmentation Jing Zhang Xiaoqian Jiang Yingjie Xie Cangqi Zhou 20 0 0 30 Jun 2024
PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graph Dazhou Yu Yuntong Hu Yun-Qing Li Liang Zhao 28 4 0 30 Jun 2024
Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference Xuehao Zhai Junqi Jiang Adam Dejl Antonio Rago Fangce Guo Francesca Toni Aruna Sivakumar 20 0 0 19 Jun 2024
SEFraud: Graph-based Self-Explainable Fraud Detection via Interpretative Mask Learning Kaidi Li Tianmeng Yang Min Zhou Jiahao Meng Shendi Wang ... Hu Song Lujia Pan Fan Yu Zhenli Sheng Yunhai Tong AAML 29 5 0 17 Jun 2024
Disentangled Hyperbolic Representation Learning for Heterogeneous Graphs Qijie Bai Changli Nie Haiwei Zhang Zhicheng Dou Xiaojie Yuan 19 0 0 14 Jun 2024
GraphStorm: all-in-one graph machine learning framework for industry applications Da Zheng Xiang Song Qi Zhu Jian Zhang Theodore Vasiloudis ... Qingjun Cui Huzefa Rangwala Belinda Zeng Christos Faloutsos George Karypis AI4TS AI4CE VLM 24 1 0 10 Jun 2024
What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding Hongkang Li Meng Wang Tengfei Ma Sijia Liu Zaixi Zhang Pin-Yu Chen MLT AI4CE 29 7 0 04 Jun 2024
LSPI: Heterogeneous Graph Neural Network Classification Aggregation Algorithm Based on Size Neighbor Path Identification Yufei Zhao Shiduo Wang Hua Duan 12 0 0 29 May 2024
HGTDR: Advancing Drug Repurposing with Heterogeneous Graph Transformers Ali Gharizadeh Karim Abbasi Amin Ghareyazi M. R. Mofrad Hamid R. Rabiee 31 1 0 12 May 2024
CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network Chenglin Li Yuanzhen Xie Chenyun Yu Lei Cheng Bo Hu Zang Li Di Niu 22 0 0 11 May 2024
Heterogeneous Graph Neural Networks with Loss-decrease-aware Curriculum Learning Yili Wang 28 0 0 10 May 2024
Predictive Modeling with Temporal Graphical Representation on Electronic Health Records Jiayuan Chen Changchang Yin Yuanlong Wang Ping Zhang 17 0 0 07 May 2024
SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network Ziang Zhou Jieming Shi Renchi Yang Yuanhang Zou Qing Li GNN 24 5 0 03 May 2024
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs Minjie Wang Quan Gan David Wipf Zhenkun Cai Ning Li ... Chuan Lei Mu-Nan Zhang Weinan Zhang Christos Faloutsos Zheng-Wei Zhang 20 1 0 28 Apr 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu Dawei Yin Qing Li AI4CE 21 21 0 23 Apr 2024
Improving Chinese Character Representation with Formation Tree Yang Hong Yinfei Li Xiaojun Qiao Rui Li Junsong Zhang VLM 14 0 0 19 Apr 2024
AGHINT: Attribute-Guided Representation Learning on Heterogeneous Information Networks with Transformer Jinhui Yuan Shan Lu Peibo Duan Jieyue He 24 0 0 16 Apr 2024
Hyperbolic Heterogeneous Graph Attention Networks Jongmin Park Seunghoon Han Soohwan Jeong Sungsu Lim 25 1 0 15 Apr 2024
Generative-Contrastive Heterogeneous Graph Neural Network Yu-Chiang Frank Wang Lei Sang Yi Zhang Yiwen Zhang X. Wu 38 0 0 03 Apr 2024
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection Namyong Park Ryan Rossi Xing Wang Antoine Simoulin Nesreen K. Ahmed Christos Faloutsos VLM 41 2 0 02 Apr 2024
HeteroMILE: a Multi-Level Graph Representation Learning Framework for Heterogeneous Graphs Yue Zhang Yuntian He Saket Gurukar Srinivasan Parthasarathy 19 0 0 31 Mar 2024
Leveraging Constraint Programming in a Deep Learning Approach for Dynamically Solving the Flexible Job-Shop Scheduling Problem Imanol Echeverria M. Murua Roberto Santana 19 2 0 14 Mar 2024
SHAN: Object-Level Privacy Detection via Inference on Scene Heterogeneous Graph Zhuohang Jiang Bingkui Tong Xia Du Ahmed Alhammadi Jizhe Zhou 14 0 0 14 Mar 2024
Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research Tobias Hille Maximilian Stubbemann Tom Hanika AI4CE 22 0 0 13 Mar 2024
Real-Time Multimodal Cognitive Assistant for Emergency Medical Services Keshara Weerasinghe Saahith Janapati Xueren Ge Sion Kim S. Iyer John A. Stankovic H. Alemzadeh 18 0 0 11 Mar 2024
Few-shot Learning on Heterogeneous Graphs: Challenges, Progress, and Prospects Pengfei Ding Yan Wang Guanfeng Liu 23 1 0 10 Mar 2024
Task-Oriented GNNs Training on Large Knowledge Graphs for Accurate and Efficient Modeling Hussein Abdallah Waleed Afandi Panos Kalnis Essam Mansour 12 0 0 09 Mar 2024
Representation Learning on Heterophilic Graph with Directional Neighborhood Attention Qincheng Lu Jiaqi Zhu Sitao Luan Xiaomeng Chang 16 5 0 03 Mar 2024
OpenGraph: Towards Open Graph Foundation Models Lianghao Xia Ben Kao Chao Huang AI4CE 14 33 0 02 Mar 2024
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems Zijie Huang Jeehyun Hwang Junkai Zhang Jinwoo Baik Weitong Zhang Dominik Wodarz Yizhou Sun Q. Gu Wei Wang CML AI4CE 36 4 0 29 Feb 2024
Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations Gregor Donabauer Udo Kruschwitz GNN AI4CE 25 1 0 28 Feb 2024
HiGPT: Heterogeneous Graph Language Model Jiabin Tang Yuhao Yang Wei Wei Lei Shi Long Xia Dawei Yin Chao Huang 26 7 0 25 Feb 2024
Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns Zheyuan Zhang Zehong Wang Shifu Hou Evan Hall Landon Bachman Vincent Galassi Jasmine White Nitesh V. Chawla Chuxu Zhang Yanfang Ye 14 1 0 21 Feb 2024
Conditional Logical Message Passing Transformer for Complex Query Answering Chongzhi Zhang Zhiping Peng Junhao Zheng Qianli Ma 19 1 0 20 Feb 2024
Large Language Model-driven Meta-structure Discovery in Heterogeneous Information Network Lin Chen Fengli Xu Nian Li Zhenyu Han Meng Wang Yong Li Pan Hui LRM 17 1 0 18 Feb 2024
A Graph is Worth $K$ Words: Euclideanizing Graph using Pure Transformer Zhangyang Gao Daize Dong Cheng Tan Jun-Xiong Xia Bozhen Hu Stan Z. Li 33 1 0 04 Feb 2024
The Landscape and Challenges of HPC Research and LLMs Le Chen Nesreen K. Ahmed Akashnil Dutta Arijit Bhattacharjee Sixing Yu ... Vy A. Vo J. P. Muñoz Ted Willke Tim Mattson Ali Jannesari AI4CE 22 4 0 03 Feb 2024
A Survey of Deep Learning and Foundation Models for Time Series Forecasting John A. Miller Mohammed Aldosari Farah Saeed Nasid Habib Barna Subas Rana I. Arpinar Ninghao Liu AI4TS AI4CE 25 13 0 25 Jan 2024
LPNL: Scalable Link Prediction with Large Language Models Baolong Bi Shenghua Liu Yiwei Wang Lingrui Mei Xueqi Cheng LRM 22 2 0 24 Jan 2024
MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction Hao Qian Hongting Zhou Qian Zhao Hao Chen Hongxiang Yao Jingwei Wang Ziqi Liu Fei Yu Zhiqiang Zhang Jun Zhou AIFin 11 0 0 19 Jan 2024
HGAttack: Transferable Heterogeneous Graph Adversarial Attack He Zhao Zhiwei Zeng Yongwei Wang Deheng Ye Chunyan Miao AAML 24 4 0 18 Jan 2024
SynHING: Synthetic Heterogeneous Information Network Generation for Graph Learning and Explanation Ming-Yi Hong Yi-Hsiang Huang Shao-En Lin You-Chen Teng Chih-Yu Wang Che Lin 20 0 0 07 Jan 2024