Heterogeneous Graph Transformer

3 March 2020

Yuxiao Dong

Papers citing "Heterogeneous Graph Transformer"

50 / 431 papers shown

Title
ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest Paul Baltescu Haoyu Chen Nikil Pancha Andrew Zhai J. Leskovec Charles R. Rosenberg DML 19 31 0 24 May 2022
KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation Daisuke Kikuta Toyotaro Suzumura Md. Mostafizur Rahman Yuya Hirate Satyen Abrol Manoj Kondapaka Takuma Ebisu Pablo S. Loyola 6 1 0 23 May 2022
MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest Saket Gurukar Nikil Pancha Andrew Zhai Eric Kim Samson Hu Srinivas Parthasarathy Charles R. Rosenberg J. Leskovec 46 13 0 21 May 2022
DELATOR: Money Laundering Detection via Multi-Task Learning on Large Transaction Graphs Henrique S. Assumpção Fabrício Souza Leandro Lacerda Campos Vinícius T. de Castro Pires Paulo M. Laurentys de Almeida Fabricio Murai 23 2 0 20 May 2022
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks Bowen Jin Yu Zhang Qi Zhu Jiawei Han 47 23 0 20 May 2022
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis Maciej Besta Torsten Hoefler GNN 19 47 0 19 May 2022
Entity Alignment with Reliable Path Reasoning and Relation-Aware Heterogeneous Graph Transformer Weishan Cai Wenjun Ma Jieyu Zhan Yuncheng Jiang 42 23 0 18 May 2022
Fake News Detection with Heterogeneous Transformer Tianle Li Yushi Sun Shang-ling Hsu Yanjia Li Raymond Chi-Wing Wong 4 3 0 06 May 2022
Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning Cuiying Huo Dongxiao He Peican Zhu Di Jin Jianwu Dang Weixiong Zhang Witold Pedrycz Lingfei Wu SSL 17 3 0 30 Apr 2022
HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding Xiaosong Jia Peng Wu Li Chen Y. Liu Hongyang Li Junchi Yan 8 79 0 30 Apr 2022
GTNet: A Tree-Based Deep Graph Learning Architecture Nan Wu Chaofan Wang 11 3 0 27 Apr 2022
Empowering Next POI Recommendation with Multi-Relational Modeling Zhengxiong Huang Jing Ma Yushun Dong N. Foutz Jundong Li 8 17 0 24 Apr 2022
Modelling graph dynamics in fraud detection with "Attention" Susie Xi Rao Clémence Lanfranchi Shuai Zhang Zhichao Han Zitao Zhang Wei Min Mo Cheng Yinan Shan Yang Zhao Ce Zhang 11 4 0 22 Apr 2022
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability Enyan Dai Tianxiang Zhao Huaisheng Zhu Jun Xu Zhimeng Guo Hui Liu Jiliang Tang Suhang Wang 6 123 0 18 Apr 2022
A Survey on Graph Representation Learning Methods Shima Khoshraftar A. An GNN AI4TS 19 51 0 04 Apr 2022
Syntax-informed Question Answering with Heterogeneous Graph Transformer Fangyi Zhu Lok You Tan See-Kiong Ng S. Bressan 20 3 0 01 Apr 2022
COOL, a Context Outlooker, and its Application to Question Answering and other Natural Language Processing Tasks Fangyi Zhu See-Kiong Ng S. Bressan LRM 6 1 0 01 Apr 2022
LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction Bo-Lan Wang Guibao Shen Dong Li Jianye Hao Wulong Liu Yu Huang Hongzhong Wu Yibo Lin Guangyong Chen Pheng Ann Heng 16 21 0 24 Mar 2022
Ethereum Fraud Detection with Heterogeneous Graph Neural Networks H. Kanezashi Toyotaro Suzumura Xin Liu Takahiro Hirofuchi GNN 11 12 0 23 Mar 2022
V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer Runsheng Xu Hao Xiang Zhengzhong Tu Xin Xia Ming-Hsuan Yang Jiaqi Ma ViT 90 356 0 20 Mar 2022
HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations Jia-Chen Gu Chao-Hong Tan Chongyang Tao Zhen-Hua Ling Huang Hu Xiubo Geng Daxin Jiang 20 21 0 16 Mar 2022
PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning Udesh Kumarasinghe Fatih Deniz Mohamed Nabeel PINN 6 6 0 15 Mar 2022
Dual reparametrized Variational Generative Model for Time-Series Forecasting Ziang Chen AI4TS 14 0 0 11 Mar 2022
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks Minji Yoon John Palowitch Dustin Zelle Ziniu Hu Ruslan Salakhutdinov Bryan Perozzi 13 10 0 03 Mar 2022
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks Yile Chen Xiucheng Li Gao Cong Cheng Long Z. Bao Shang Liu Wanli Gu Fuzheng Zhang 10 11 0 28 Feb 2022
Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network Tianyu Zhao Cheng Yang Yibo Li Quan Gan Zhenyi Wang Fengqi Liang Huan Zhao Yingxia Shao Xiao Wang Chuan Shi 13 28 0 18 Feb 2022
Contrastive Meta Learning with Behavior Multiplicity for Recommendation Wei Wei Chao Huang Lianghao Xia Yong-mei Xu Jiashu Zhao Dawei Yin 21 155 0 17 Feb 2022
A Survey of Pretraining on Graphs: Taxonomy, Methods, and Applications Jun-Xiong Xia Yanqiao Zhu Yuanqi Du Stan Z. Li VLM 24 41 0 16 Feb 2022
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective Xin Liu Mingyu Yan Lei Deng Guoqi Li Xiaochun Ye Dongrui Fan Shirui Pan Yuan Xie GNN 6 34 0 10 Feb 2022
Rewiring with Positional Encodings for Graph Neural Networks Rickard Brüel-Gabrielsson Mikhail Yurochkin Justin Solomon AI4CE 14 25 0 29 Jan 2022
Incorporating Commonsense Knowledge into Story Ending Generation via Heterogeneous Graph Networks Jiaan Wang Beiqi Zou Zhixu Li Jianfeng Qu Pengpeng Zhao An Liu Lei Zhao 14 7 0 29 Jan 2022
Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer Erxue Min Yu Rong Tingyang Xu Yatao Bian P. Zhao Junzhou Huang Da Luo Kangyi Lin Sophia Ananiadou 19 21 0 25 Jan 2022
Representation Learning on Heterostructures via Heterogeneous Anonymous Walks X. Guo Pengfei Jiao Ting Pan Wang Zhang Mengyu Jia Danyang Shi Wenjun Wang 11 0 0 18 Jan 2022
Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks Yu Zhao Huaming Du Ying Liu Shaopeng Wei Xingyan Chen Fuzhen Zhuang Qing Li Ji Liu Gang Kou AIFin 8 23 0 11 Jan 2022
Quasi-Framelets: Another Improvement to GraphNeural Networks Mengxi Yang Xuebin Zheng Jie Yin Junbin Gao GNN 16 9 0 11 Jan 2022
Cross-view Self-Supervised Learning on Heterogeneous Graph Neural Network via Bootstrapping M. Park SSL 4 4 0 10 Jan 2022
DeHIN: A Decentralized Framework for Embedding Large-scale Heterogeneous Information Networks Mubashir Imran Hongzhi Yin Tong Chen Zi Huang Kai Zheng 20 2 0 08 Jan 2022
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning Lianghao Xia Chao Huang Yong-mei Xu Peng Dai Liefeng Bo Xiyue Zhang Tianyi Chen AI4TS 20 50 0 07 Jan 2022
Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling Lianghao Xia Chao Huang Yong-mei Xu Peng Dai Mengyin Lu Liefeng Bo 23 45 0 07 Jan 2022
Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous graph neural networks Qingsong Lv Ming Ding Qiang Liu Yuxiang Chen Wenzheng Feng Siming He Chang Zhou Jianguo Jiang Yuxiao Dong Jie Tang 23 308 0 30 Dec 2021
HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling Shen Gao Yuchi Zhang Yongliang Wang Yang Dong Xiuying Chen Dongyan Zhao Rui Yan 8 9 0 27 Dec 2021
Learning Bi-typed Multi-relational Heterogeneous Graph via Dual Hierarchical Attention Networks Yu Zhao Shaopeng Wei Huaming Du Xingyan Chen Qing Li Fuzhen Zhuang J. Liu Gang Kou 18 7 0 24 Dec 2021
Automatic Meta-Path Discovery for Effective Graph-Based Recommendation Wentao Ning Reynold Cheng Jiajun Shen Nur Al Hasan Haldar B. Kao Xiao Yan Nan Huo Wai Lam Tian Li Bo Tang 14 14 0 23 Dec 2021
Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching Xin Liu Yangqiu Song GNN 11 21 0 16 Dec 2021
SHGNN: Structure-Aware Heterogeneous Graph Neural Network Wentao Xu Yingce Xia Weiqing Liu Jiang Bian Jian Yin Tie-Yan Liu 14 4 0 12 Dec 2021
Distance and Hop-wise Structures Encoding Enhanced Graph Attention Networks Zhiyi Huang Xiaowei Chen Bojuan Wang 20 0 0 06 Dec 2021
Sentiment Analysis and Effect of COVID-19 Pandemic using College SubReddit Data Tian Yan F. Liu 8 0 0 30 Nov 2021
Federated Social Recommendation with Graph Neural Network Zhiwei Liu Liangwei Yang Ziwei Fan Hao Peng Philip S. Yu FedML 17 111 0 21 Nov 2021
Network representation learning: A macro and micro view Xueyi Liu Jie Tang GNN AI4TS 9 21 0 21 Nov 2021
TEA: A Sequential Recommendation Framework via Temporally Evolving Aggregations Zijian Li Ruichu Cai Fengzhu Wu Siliang Zhang Hao Gu Yuexing Hao Yuguang Yan 26 2 0 14 Nov 2021