Heterogeneous Graph Transformer

3 March 2020

Yuxiao Dong

Papers citing "Heterogeneous Graph Transformer"

50 / 431 papers shown

Title
H2G2-Net: A Hierarchical Heterogeneous Graph Generative Network Framework for Discovery of Multi-Modal Physiological Responses Haidong Gu Nathan Gaw Yinan Wang Chancellor Johnstone Christine Beauchene S. Yuditskaya Hrishikesh Rao Chun-An Chou 17 1 0 05 Jan 2024
Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directions Cheng-Te Li Yu-Che Tsai Chih-Yao Chen Jay Chiehen Liao LMTD AI4CE 17 3 0 04 Jan 2024
Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network Tong Li Jiale Deng Yanyan Shen Luyu Qiu Hu Yongxiang Caleb Chen Cao 23 3 0 23 Dec 2023
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns Xin Liu Zheng Li Yifan Gao Jingfeng Yang Tianyu Cao Zhengyang Wang Bing Yin Yangqiu Song AI4TS 19 4 0 23 Dec 2023
Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling Rui Liu Yifan Hu Yi Ren Xiang Yin Haizhou Li 16 7 0 19 Dec 2023
Professional Network Matters: Connections Empower Person-Job Fit Hao Chen Lun Du Yuxuan Lu Qiang Fu Xu Chen Shi Han Yanbin Kang Guangming Lu Zi Li 19 3 0 19 Dec 2023
Degree-based stratification of nodes in Graph Neural Networks Ameen Ali Hakan Çevikalp Lior Wolf 26 0 0 16 Dec 2023
Heterogeneous Graph Neural Architecture Search with GPT-4 Haoyuan Dong Yang Gao Haishuai Wang Hongxi Yang Peng Zhang 11 5 0 14 Dec 2023
HyPE-GT: where Graph Transformers meet Hyperbolic Positional Encodings Kushal Bose Swagatam Das 6 0 0 11 Dec 2023
A GAN Approach for Node Embedding in Heterogeneous Graphs Using Subgraph Sampling Hung Chun Hsu Bo-Jun Wu Ming-Yi Hong Che Lin Chih-Yu Wang 8 0 0 11 Dec 2023
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng-Long Jiang 11 8 0 11 Dec 2023
Towards Human-like Perception: Learning Structural Causal Model in Heterogeneous Graph Tianqianjin Lin Kaisong Song Zhuoren Jiang Yangyang Kang Weikang Yuan Xurui Li Changlong Sun Cui Huang Xiaozhong Liu 20 6 0 10 Dec 2023
Relational Deep Learning: Graph Representation Learning on Relational Databases Matthias Fey Weihua Hu Kexin Huang J. E. Lenssen Rishabh Ranjan Joshua Robinson Rex Ying Jiaxuan You J. Leskovec GNN 20 15 0 07 Dec 2023
Synergistic Signals: Exploiting Co-Engagement and Semantic Links via Graph Neural Networks Zijie Huang Baolin Li Hafez Asgharzadeh Anne Cocos Lingyi Liu Evan Cox Colby Wise Sudarshan Lamkhede 18 0 0 07 Dec 2023
GFS: Graph-based Feature Synthesis for Prediction over Relational Databases Han Zhang Quan Gan David Wipf Weinan Zhang 15 3 0 04 Dec 2023
HeTriNet: Heterogeneous Graph Triplet Attention Network for Drug-Target-Disease Interaction Farhan Tanvir Khaled Mohammed Saifuddin Tanvir Hossain A. Bagavathi Esra Akbas 17 1 0 30 Nov 2023
Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions Daniel Grimm Maximilian Zipfl Felix Hertlein Alexander Naumann Jürgen Lüttin Steffen Thoma Stefan Schmid Lavdim Halilaj Achim Rettinger J. Marius Zöllner 12 2 0 30 Nov 2023
Dynamic Fault Characteristics Evaluation in Power Grid Hao Pei Si Lin Chuanfu Li Che Wang Hao Chen Sizhe Li 13 0 0 28 Nov 2023
MultiGPrompt for Multi-Task Pre-Training and Prompting on Graphs Xingtong Yu Chang Zhou Yuan Fang Xinming Zhang 12 12 0 28 Nov 2023
Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs Xingtong Yu Zhenghao Liu Yuan Fang Zemin Liu Sihong Chen Xinming Zhang 23 14 0 26 Nov 2023
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding Peng Xia Xingtong Yu Ming Hu Lie Ju Zhiyong Wang Peibo Duan Zongyuan Ge VLM 23 9 0 23 Nov 2023
ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science Sai Munikoti Anurag Acharya S. Wagle Sameera Horawalavithana RALM 33 5 0 21 Nov 2023
Self-Supervised Pretraining for Heterogeneous Hypergraph Neural Networks Abdalgader Abubaker Takanori Maehara M. Nimishakavi Vassilis Plachouras SSL 30 0 0 19 Nov 2023
Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization Haonan Yuan Qingyun Sun Xingcheng Fu Ziwei Zhang Cheng Ji Hao Peng Jianxin Li OOD 14 7 0 18 Nov 2023
Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems Huan Gui Ruoxi Wang Ke Yin Long Jin Maciej Kula Taibai Xu Lichan Hong Ed H. Chi 30 1 0 10 Nov 2023
Social Media Bot Detection using Dropout-GAN Anant Shukla M. Jureček Mark Stamp 17 2 0 09 Nov 2023
HetCAN: A Heterogeneous Graph Cascade Attention Network with Dual-Level Awareness Zeyuan Zhao Qingqing Ge Anfeng Cheng Yiding Liu Xiang Li Shuaiqiang Wang 11 0 0 06 Nov 2023
Learning Cooperative Trajectory Representations for Motion Forecasting Hongzhi Ruan Haibao Yu Wen-Yen Yang Siqi Fan Yingjuan Tang Zaiqing Nie AI4TS 17 11 0 01 Nov 2023
RDBench: ML Benchmark for Relational Databases Zizhao Zhang Yi Yang Lutong Zou He Wen Tao Feng Jiaxuan You 12 1 0 25 Oct 2023
Graph Agent: Explicit Reasoning Agent for Graphs Qinyong Wang Zhenxiang Gao Rong Xu AI4CE 13 5 0 25 Oct 2023
HetGPT: Harnessing the Power of Prompt Tuning in Pre-Trained Heterogeneous Graph Neural Networks Yihong Ma Ning Yan Jiayu Li Masood S. Mortazavi Nitesh V. Chawla 16 17 0 23 Oct 2023
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting Chenkai Sun Jinning Li Yi Ren Fung Hou Pong Chan Tarek F. Abdelzaher Chengxiang Zhai Heng Ji 8 11 0 20 Oct 2023
Pretraining Language Models with Text-Attributed Heterogeneous Graphs Tao Zou Le Yu Yifei Huang Leilei Sun Bo Du AI4CE 9 17 0 19 Oct 2023
GraphGPT: Graph Instruction Tuning for Large Language Models Jiabin Tang Yuhao Yang Wei Wei Lei Shi Lixin Su Suqi Cheng Dawei Yin Chao Huang 16 114 0 19 Oct 2023
Cooperative Minibatching in Graph Neural Networks M. F. Balin Dominique LaSalle Ümit V. Çatalyürek GNN 12 1 0 19 Oct 2023
Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation Bo Yan Yang Cao Haoyu Wang Wenchuan Yang Junping Du Chuan Shi FedML 11 6 0 18 Oct 2023
Hetero $^2$ Net: Heterophily-aware Representation Learning on Heterogenerous Graphs Jintang Li Zheng Wei Jiawang Dan Jing Zhou Yuchang Zhu ... Zhang Zhen Changhua Meng Hong Jin Zibin Zheng Liang Chen 17 1 0 18 Oct 2023
Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs Yao Xu Shizhu He Cunguang Wang Li Cai Kang Liu Jun Zhao 8 4 0 17 Oct 2023
Refining Latent Representations: A Generative SSL Approach for Heterogeneous Graph Learning Yulan Hu Zhirui Yang Ouyang Sheng Yong Liu 11 1 0 17 Oct 2023
Model Inversion Attacks on Homogeneous and Heterogeneous Graph Neural Networks Renyang Liu Wei Zhou Jinhong Zhang Xiaoyuan Liu Peiyuan Si Haoran Li AAML 7 0 0 15 Oct 2023
CROWN: A Novel Approach to Comprehending Users' Preferences for Accurate Personalized News Recommendation Yunyong Ko Seongeun Ryu Sang-Wook Kim AI4TS 11 0 0 13 Oct 2023
Multimodal Graph Learning for Generative Tasks Minji Yoon Jing Yu Koh Bryan Hooi Ruslan Salakhutdinov 17 7 0 11 Oct 2023
My Brother Helps Me: Node Injection Based Adversarial Attack on Social Bot Detection Lanjun Wang Xinran Qiao Yanwei Xie Weizhi Nie Yongdong Zhang Anan Liu GNN 19 2 0 11 Oct 2023
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction Xueren Ge Satpathy Abhishek Ronald D. Williams John A. Stankovic H. Alemzadeh 8 1 0 10 Oct 2023
TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical Systems Zijie Huang Wanjia Zhao Jingdong Gao Ziniu Hu Xiao Luo Yadi Cao Yuanzhou Chen Yizhou Sun Wei Wang AI4CE 20 2 0 10 Oct 2023
V2X Cooperative Perception for Autonomous Driving: Recent Advances and Challenges Tao Huang Jianan Liu Xi Zhou Dinh C. Nguyen M. R. Azghadi Yuxuan Xia Qing-Long Han Sumei Sun 36 32 0 05 Oct 2023
EX-Graph: A Pioneering Dataset Bridging Ethereum and X Qian Wang Zhen Zhang Zemin Liu Shengliang Lu B. Luo Bingsheng He 19 0 0 02 Oct 2023
DURENDAL: Graph deep learning framework for temporal heterogeneous networks Manuel Dileo Matteo Zignani S. Gaito 26 1 0 30 Sep 2023
Meta-Path Learning for Multi-relational Graph Neural Networks Francesco Ferrini Antonio Longa Takahiro Miki Manfred Jaeger 11 1 0 29 Sep 2023
On Separate Normalization in Self-supervised Transformers Xiaohui Chen Yinkai Wang Yuanqi Du S. Hassoun Liping Liu ViT 11 1 0 22 Sep 2023