Be More with Less: Hypergraph Attention Networks for Inductive Text Classification

1 November 2020

Huan Liu

Papers citing "Be More with Less: Hypergraph Attention Networks for Inductive Text Classification"

26 / 26 papers shown

Title
Multi-Granular Attention based Heterogeneous Hypergraph Neural Network Hong Jin Kaicheng Zhou Jie Yin Lan You Zhifeng Zhou 41 0 0 07 May 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification Yuqi Liu Fausto Giunchiglia Lan Huang Ximing Li Xiaoyue Feng Renchu Guan 39 0 0 17 Jan 2025
Reflecting Topology Consistency and Abnormality via Learnable Attentions for Airway Labeling Chenyu Li Minghui Zhang Chuyan Zhang Yun Gu 33 0 0 31 Oct 2024
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning Zhengyu Hu Yichuan Li Zhengyu Chen Rongxiang Weng Han Liu Kyumin Lee Kaize Ding GNN 259 1 0 09 Oct 2024
Modularity Based Community Detection in Hypergraphs Bogumił Kamiński Paweł Misiorek P. Prałat François Théberge 30 3 0 25 Jun 2024
Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide Images Minghao Han Xukun Zhang Dingkang Yang Tao Liu Haopeng Kuang Jinghui Feng Lihua Zhang 37 1 0 30 Apr 2024
Distributed Constrained Combinatorial Optimization leveraging Hypergraph Neural Networks Nasimeh Heydaribeni Xinrui Zhan Ruisi Zhang Tina Eliassi-Rad F. Koushanfar AI4CE 41 8 0 15 Nov 2023
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks Shuai Wang Jiayi Shen Athanasios Efthymiou S. Rudinac Monika Kackovic N. Wijnberg M. Worring 21 0 0 22 Sep 2023
Enhancing Hyperedge Prediction with Context-Aware Self-Supervised Learning Yunyong Ko Hanghang Tong Sang-Wook Kim 29 0 0 11 Sep 2023
Enhancing Language Representation with Constructional Information for Natural Language Understanding Lvxiaowei Xu Jian Wu Jiawei Peng Zhilin Gong Ming Cai Tianxiang Wang 26 3 0 05 Jun 2023
FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs Niels van der Heijden Ekaterina Shutova H. Yannakoudakis 23 0 0 25 Jan 2023
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets Fabian Karl A. Scherp VLM 24 20 0 30 Nov 2022
Hypergraph Transformer for Skeleton-based Action Recognition Yuxuan Zhou Zhi-Qi Cheng Chong Li Yanwen Fang Yifeng Geng Xuansong Xie M. Keuper ViT 32 52 0 17 Nov 2022
SHINE: SubHypergraph Inductive Neural nEtwork Yuan Luo 32 13 0 13 Oct 2022
HEGEL: Hypergraph Transformer for Long Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang 35 44 0 09 Oct 2022
Learning Causal Effects on Hypergraphs Jing Ma Mengting Wan Longqi Yang Jundong Li Brent J. Hecht J. Teevan CML 27 48 0 07 Jul 2022
HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network Khaled Mohammed Saifuddin Bri Bumgardnerr Farhan Tanvir Esra Akbas 17 27 0 25 Jun 2022
Preventing Over-Smoothing for Hypergraph Neural Networks Guan-Wun Chen Jiying Zhang Xi Xiao Yang Li 23 22 0 31 Mar 2022
Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs Jiying Zhang Fuyang Li Xi Xiao Tingyang Xu Yu Rong Junzhou Huang Yatao Bian GNN 13 24 0 31 Mar 2022
Data Augmentation for Deep Graph Learning: A Survey Kaize Ding Zhe Xu Hanghang Tong Huan Liu OOD GNN 32 219 0 16 Feb 2022
Graph Few-shot Class-incremental Learning Zhen Tan Kaize Ding Ruocheng Guo Huan Liu CLL GNN 34 59 0 23 Dec 2021
Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification Yinhua Piao Sangseon Lee Dohoon Lee Sun Kim 21 34 0 13 Dec 2021
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus Sohrab Ferdowsi Nikolay Borissov J. Knafou P. Amini Douglas Teodoro 16 7 0 04 Oct 2021
You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks Eli Chien Chao Pan Jianhao Peng O. Milenkovic GNN 49 129 0 24 Jun 2021
Cross-lingual Text Classification with Heterogeneous Graph Neural Network ZiYun Wang Xuan Liu Pei-Yin Yang Shixing Liu Zhisheng Wang 39 32 0 24 May 2021
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 312 13,373 0 25 Aug 2014