Heterogeneous Graph Transformer

3 March 2020

Yuxiao Dong

Papers citing "Heterogeneous Graph Transformer"

50 / 431 papers shown

Title
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks Shuai Wang Jiayi Shen Athanasios Efthymiou S. Rudinac Monika Kackovic N. Wijnberg M. Worring 11 0 0 22 Sep 2023
UniKG: A Benchmark and Universal Embedding for Large-Scale Knowledge Graphs Yide Qiu Shaoxiang Ling Tong Zhang Bo Huang Zhen Cui 29 0 0 11 Sep 2023
ProvG-Searcher: A Graph Representation Learning Approach for Efficient Provenance Graph Search Enes Altinisik Fatih Deniz H. Sencar 12 5 0 07 Sep 2023
Impression-Informed Multi-Behavior Recommender System: A Hierarchical Graph Attention Approach Dong Li Divya Bhargavi V. Ravipati 15 4 0 06 Sep 2023
M2HGCL: Multi-Scale Meta-Path Integrated Heterogeneous Graph Contrastive Learning Yuanyuan Guo Yu Xia Rui Wang Rongcheng Duan Luchang Li Jiangmeng Li 12 0 0 03 Sep 2023
HRGCN: Heterogeneous Graph-level Anomaly Detection with Hierarchical Relation-augmented Graph Neural Networks Jiaxi Li Guansong Pang Ling-Hao Chen Mohammad-Reza Namazi-Rad 14 1 0 28 Aug 2023
Party Prediction for Twitter Kellin Pelrine Anne Imouza Zachary Yang Jacob-Junqi Tian Sacha Lévy ... Aarash Feizi Cécile Amadoro A. Blais Jean-François Godbout Reihaneh Rabbany 17 2 0 25 Aug 2023
Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection Mahmoud Nazzal Issa M. Khalil Abdallah Khreishah Nhathai Phan Yao Ma AAML 16 1 0 22 Aug 2023
Knowledge Graph Prompting for Multi-Document Question Answering Yu-Chiang Frank Wang Nedim Lipka Ryan A. Rossi Alexa F. Siu Ruiyi Zhang Tyler Derr RALM 8 40 0 22 Aug 2023
Cross-heterogeneity Graph Few-shot Learning Pengfei Ding Yan Wang Guanfeng Liu 11 2 0 10 Aug 2023
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge Kailai Yang Tianlin Zhang Shaoxiong Ji Sophia Ananiadou 11 5 0 09 Aug 2023
SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples Michael Färber David Lamprecht J. Krause Lin Aung P. Haase 11 7 0 07 Aug 2023
Tango: rethinking quantization for graph neural network training on GPUs Shiyang Chen Da Zheng Caiwen Ding Chengying Huan Yuede Ji Hang Liu GNN MQ 15 5 0 02 Aug 2023
Finding Money Launderers Using Heterogeneous Graph Neural Networks F. Johannessen Martin Jullum 15 2 0 25 Jul 2023
Embedded Heterogeneous Attention Transformer for Cross-lingual Image Captioning Zijie Song Zhenzhen Hu Yuanen Zhou Ye Zhao Richang Hong Meng Wang 11 2 0 19 Jul 2023
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models Rui Zhang Yixin Su Bayu Distiawan Trisedya Xiaoyan Zhao Min Yang Hong Cheng Jianzhong Qi 16 19 0 18 Jul 2023
Long-range Meta-path Search on Large-scale Heterogeneous Graphs Chao Li Zijie Guo Qiuting He Hao Xu Kun He 8 1 0 17 Jul 2023
Learning to Solve Constraint Satisfaction Problems with Recurrent Transformer Zhun Yang Adam Ishay Joohyung Lee 16 5 0 10 Jul 2023
Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations Likang Wu Zhaopeng Qiu Zhi Zheng Hengshu Zhu Enhong Chen 8 39 0 10 Jul 2023
Source-Aware Embedding Training on Heterogeneous Information Networks Tsai Hor Chan Chi Ho Wong Jiajun Shen Guosheng Yin 19 3 0 10 Jul 2023
Generalizing Graph ODE for Learning Complex System Dynamics across Environments Zijie Huang Yizhou Sun Wei Wang CML OOD AI4CE 19 24 0 10 Jul 2023
Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning Tsai Hor Chan Fernando Julio Cendra Lan Ma Guosheng Yin Lequan Yu 13 25 0 09 Jul 2023
Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks Shixuan Liu Changjun Fan Kewei Cheng Yunfei Wang Peng Cui Yizhou Sun Zhong Liu 24 0 0 08 Jul 2023
Knowledge Graph Self-Supervised Rationalization for Recommendation Yuhao Yang Chao Huang Lianghao Xia Chunzhen Huang 14 39 0 06 Jul 2023
HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks Guanghui Zhu Zhen-Wei Zhu Hongyang Chen C. Yuan Y. Huang 28 1 0 04 Jul 2023
MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes Giuseppe Vecchio Luca Prezzavento C. Pino Francesco Rundo S. Palazzo C. Spampinato 17 4 0 03 Jul 2023
A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware Shichang Zhang Atefeh Sohrabizadeh Cheng Wan Zijie Huang Ziniu Hu Yewen Wang Yingyan Lin Lin Jason Cong Yizhou Sun GNN AI4CE 19 19 0 24 Jun 2023
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers Yu Zhang Bowen Jin Xiusi Chen Yan-Jun Shen Yunyi Zhang Yu Meng Jiawei Han 19 7 0 24 Jun 2023
Task-Driven Graph Attention for Hierarchical Relational Object Navigation Michael Lingelbach Chengshu Li Minjune Hwang Andrey Kurenkov Alan Lou Roberto Martín-Martín Ruohan Zhang Li Fei-Fei Jiajun Wu 16 5 0 23 Jun 2023
GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection Jianheng Tang Fengrui Hua Zi-Chao Gao P. Zhao Jia Li 14 23 0 21 Jun 2023
Polygon Detection for Room Layout Estimation using Heterogeneous Graphs and Wireframes David Gillsjö Gabrielle Flood Kalle Åström 15 3 0 21 Jun 2023
Advancing Biomedicine with Graph Representation Learning: Recent Progress, Challenges, and Future Directions Fang Li Yi Nian Zenan Sun Cui Tao LM&MA OOD AI4TS AI4CE 12 2 0 18 Jun 2023
Virtual Node Tuning for Few-shot Node Classification Zhen Tan Ruocheng Guo Kaize Ding Huan Liu 4 19 0 09 Jun 2023
Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications Han Xie Da Zheng Jun Ma Houyu Zhang V. Ioannidis ... Sheng Wang Carl Yang Yi Xu Belinda Zeng Trishul M. Chilimbi AI4CE 11 35 0 05 Jun 2023
DSHGT: Dual-Supervisors Heterogeneous Graph Transformer -- A pioneer study of using heterogeneous graph learning for detecting software vulnerabilities Tiehua Zhang Ruiqian Xu Jianping Zhang Yuze Liu Xin Chen Jun-Jian Yin Xi Zheng 11 0 0 02 Jun 2023
Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials Mingguo He Zhewei Wei Shi Feng Zhengjie Huang Weibin Li Yu Sun Dianhai Yu 11 1 0 31 May 2023
There is more to graphs than meets the eye: Learning universal features with self-supervision L. Das Sai Munikoti M. Halappanavar SSL OOD 11 1 0 31 May 2023
BotArtist: Generic approach for bot detection in Twitter via semi-automatic machine learning pipeline Alexander Shevtsov D. Antonakaki Ioannis Lamprou Polyvios Pratikakis Sotiris Ioannidis 8 0 0 31 May 2023
Neural Machine Translation with Dynamic Graph Convolutional Decoder Lei Li Kai Fan Ling Yang Hongjian Li Chun Yuan 19 4 0 28 May 2023
Modeling Dynamic Heterogeneous Graph and Node Importance for Future Citation Prediction Hao Geng Deqing Wang Fuzhen Zhuang Xuehua Ming Chenguang Du Ting Jiang Haolong Guo Rui Liu 11 6 0 27 May 2023
Unifying gradient regularization for Heterogeneous Graph Neural Networks Xiao Yang Xuejiao Zhao Zhiqi Shen 11 0 0 25 May 2023
TransWorldNG: Traffic Simulation via Foundation Model Dingsu Wang Xuhong Wang Liang Chen Shengyue Yao Mi Jing Honghai Li Li Li Shiqiang Bao Feiyue Wang Yilun Lin 16 13 0 25 May 2023
MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation Jia-Chen Gu Chao-Hong Tan Caiyuan Chu Zhen-Hua Ling Chongyang Tao Quan Liu Cong Liu 9 0 0 22 May 2023
Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph Chenguang Du Kaichun Yao Hengshu Zhu Deqing Wang Fuzhen Zhuang Hui Xiong 18 3 0 18 May 2023
FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks Xinyu Fu Irwin King FedML 17 0 0 16 May 2023
Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation Le Chen Quazi Ishtiaque Mahmud Hung Phan Nesreen Ahmed Ali Jannesari 17 11 0 09 May 2023
Hierarchical Contrastive Learning Enhanced Heterogeneous Graph Neural Network Nian Liu Xiao Wang Hui-jun Han Chuan Shi SSL 15 5 0 24 Apr 2023
Meta-multigraph Search: Rethinking Meta-structure on Heterogeneous Information Networks Chao Li Hao Xu Kun He 8 0 0 23 Apr 2023
Bi-Level Attention Graph Neural Networks Roshni G. Iyer Wen Wang Yizhou Sun GNN 12 14 0 23 Apr 2023
Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks Heng Wang Wenqian Zhang Yuyang Bai Zhaoxuan Tan Shangbin Feng Qinghua Zheng Minnan Luo 18 2 0 22 Apr 2023