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2001.05313
Cited By
Tensor Graph Convolutional Networks for Text Classification
AAAI Conference on Artificial Intelligence (AAAI), 2020
12 January 2020
Xien Liu
Xinxin You
Xiao Zhang
Ji Wu
Ping Lv
GNN
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Papers citing
"Tensor Graph Convolutional Networks for Text Classification"
45 / 45 papers shown
TransGAT: Transformer-Based Graph Neural Networks for Multi-Dimensional Automated Essay Scoring
Hind Aljuaid
Areej Alhothali
Ohoud Al-Zamzami
Hussein Assalahi
141
1
0
01 Sep 2025
Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media
International Conference on Innovative Computing and Cloud Computing (ICCC), 2025
Anantram Patel
Vijay Kumar Sutrakar
230
1
0
22 Feb 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification
AAAI Conference on Artificial Intelligence (AAAI), 2025
Yuqi Liu
Fausto Giunchiglia
Lan Huang
Ximing Li
Xiaoyue Feng
Renchu Guan
314
6
0
17 Jan 2025
Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification
Wei Ai
Jianbin Li
Ze Wang
Yingying Wei
Tao Meng
Yuntao Shou
Keqin Lib
449
5
0
25 Nov 2024
Predictive Insights into LGBTQ+ Minority Stress: A Transductive Exploration of Social Media Discourse
International Conference on Data Science and Advanced Analytics (DSAA), 2024
S. Chapagain
Y. Zhao
T. K. Rohleen
S. M. Hamdi
S. F. Boubrahimi
R. E. Flinn
E. M. Lund
D. Klooster
J. R. Scheer
C. J. Cascalheira
280
4
0
20 Nov 2024
Graph Neural Networks on Discriminative Graphs of Words
Yassine Abbahaddou
J. Lutzeyer
Michalis Vazirgiannis
292
2
0
27 Oct 2024
Text Classification using Graph Convolutional Networks: A Comprehensive Survey
ACM Computing Surveys (ACM CSUR), 2024
Syed Mustafa Haider Rizvi
Ramsha Imran
Arif Mahmood
GNN
OOD
FaML
235
11
0
12 Oct 2024
Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks
Neural Information Processing Systems (NeurIPS), 2024
Mitchell Keren Taraday
Almog David
Chaim Baskin
285
3
0
28 Sep 2024
RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation
Information Fusion (Inf. Fusion), 2024
Junyu Chen
Long Shi
Badong Chen
333
7
0
14 Aug 2024
Graph Edge Representation via Tensor Product Graph Convolutional Representation
Bo Jiang
Sheng Ge
Ziyan Zhang
Beibei Wang
Jin Tang
Bin Luo
GNN
290
0
0
21 Jun 2024
Explainable AI for Mental Disorder Detection via Social Media: A survey and outlook
Yusif Ibrahimov
Tarique Anwar
Tommy Yuan
264
17
0
10 Jun 2024
FlexiDrop: Theoretical Insights and Practical Advances in Random Dropout Method on GNNs
Zhiheng Zhou
Sihao Liu
Weichen Zhao
235
2
0
30 May 2024
Relational Graph Convolutional Networks for Sentiment Analysis
Asal Khosravi
Zahed Rahmati
Ali Vefghi
GNN
170
5
0
16 Apr 2024
Large Language Models Are Zero-Shot Text Classifiers
Zhiqiang Wang
Yiran Pang
Yanbin Lin
314
63
0
02 Dec 2023
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks?
M. Bugueño
Gerard de Melo
AI4CE
238
4
0
23 May 2023
Graph Neural Networks for Text Classification: A Survey
Artificial Intelligence Review (AIR), 2023
Kunze Wang
Yihao Ding
S. Han
FaML
GNN
434
61
0
23 Apr 2023
Continual Graph Convolutional Network for Text Classification
AAAI Conference on Artificial Intelligence (AAAI), 2023
Tiandeng Wu
Qijiong Liu
Yinhao Cao
yao. huang
Xiao-Ming Wu
Jiandong Ding
GNN
268
10
0
09 Apr 2023
Attention is Not Always What You Need: Towards Efficient Classification of Domain-Specific Text
Yasmen Wahba
N. Madhavji
John Steinbacher
258
4
0
31 Mar 2023
Enhancing Classification with Hierarchical Scalable Query on Fusion Transformer
IEEE International Conference on Consumer Electronics (ICCE), 2023
S. K. Sahoo
Sathish Chalasani
Abhishek Joshi
K. N. Iyer
241
2
0
28 Feb 2023
FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Niels van der Heijden
Ekaterina Shutova
H. Yannakoudakis
324
0
0
25 Jan 2023
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning
Xiaoming Liu
Zhaohan Zhang
Yichen Wang
Hang Pu
Y. Lan
Chao Shen
299
53
0
20 Dec 2022
Text Representation Enrichment Utilizing Graph based Approaches: Stock Market Technical Analysis Case Study
Sara Salamat
Nima Tavassoli
Behnam Sabeti
Reza Fahmi
116
0
0
29 Nov 2022
Learning on Large-scale Text-attributed Graphs via Variational Inference
International Conference on Learning Representations (ICLR), 2022
Jianan Zhao
Meng Qu
Chaozhuo Li
Hao Yan
Qian Liu
Rui Li
Xing Xie
Jian Tang
VLM
537
208
0
26 Oct 2022
Machine and Deep Learning Methods with Manual and Automatic Labelling for News Classification in Bangla Language
Istiak Ahmad
Fahad Alqurashi
Rashid Mehmood
SyDa
158
6
0
19 Oct 2022
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis
International Conference on Computational Linguistics (COLING), 2022
Siwen Luo
Yi Ding
Siqu Long
Josiah Poon
S. Han
GNN
313
19
0
22 Aug 2022
TeKo: Text-Rich Graph Neural Networks with External Knowledge
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Zhizhi Yu
Di Jin
Jianguo Wei
Ziyang Liu
Yue Shang
Yun Xiao
Jiawei Han
Lingfei Wu
219
6
0
15 Jun 2022
InducT-GCN: Inductive Graph Convolutional Networks for Text Classification
International Conference on Pattern Recognition (ICPR), 2022
Kunze Wang
S. Han
Josiah Poon
GNN
217
51
0
01 Jun 2022
Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar Network
IEEE Transactions on Aerospace and Electronic Systems (TAES), 2022
Hann Meng
Yuexing Peng
Wenbo Wang
Peng Cheng
Yonghui Li
Wei Xiang
228
22
0
15 Apr 2022
Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Yuan Sui
Fanyang Bu
Ying Hu
Wei Yan
Li Zhang
255
10
0
12 Apr 2022
ME-GCN: Multi-dimensional Edge-Embedded Graph Convolutional Networks for Semi-supervised Text Classification
Kunze Wang
S. Han
Siqu Long
Josiah Poon
147
23
0
10 Apr 2022
Are We Really Making Much Progress in Text Classification? A Comparative Review
Lukas Galke
Andor Diera
Bao Xin Lin
Bhakti Khera
Tim Meuser
Tushar Singhal
Fabian Karl
A. Scherp
VLM
456
22
0
08 Apr 2022
Understanding Graph Convolutional Networks for Text Classification
S. Han
Zihan Yuan
Kunze Wang
Siqu Long
Josiah Poon
GNN
205
23
0
30 Mar 2022
Supervised Contrastive Learning with Structure Inference for Graph Classification
IEEE Transactions on Network Science and Engineering (IEEE T-NSE), 2022
Hao Jia
Junzhong Ji
Minglong Lei
175
19
0
15 Mar 2022
Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification
Yinhua Piao
Sangseon Lee
Dohoon Lee
Sun Kim
309
46
0
13 Dec 2021
Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Yaqing Wang
Song Wang
Quanming Yao
Dejing Dou
208
53
0
30 Oct 2021
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction
International Conference on Learning Representations (ICLR), 2021
Eli Chien
Wei-Cheng Chang
Cho-Jui Hsieh
Hsiang-Fu Yu
Jiong Zhang
O. Milenkovic
Inderjit S Dhillon
760
181
0
29 Oct 2021
BioIE: Biomedical Information Extraction with Multi-head Attention Enhanced Graph Convolutional Network
Jialun Wu
Yang Liu
Zeyu Gao
Tieliang Gong
Chunbao Wang
Chen Li
145
20
0
26 Oct 2021
Hierarchical information matters: Text classification via tree based graph neural network
Chong Zhang
He Zhu
X. Peng
Junran Wu
Ke Xu
240
9
0
05 Oct 2021
Multiplex Graph Networks for Multimodal Brain Network Analysis
Zhaoming Kong
Lichao Sun
Hao Peng
Chen Tang
Yong Chen
Lifang He
198
9
0
31 Jul 2021
BertGCN: Transductive Text Classification by Combining GCN and BERT
Findings (Findings), 2021
Yuxiao Lin
Yuxian Meng
Xiaofei Sun
Qinghong Han
Kun Kuang
Jiwei Li
Leilei Gan
404
302
0
12 May 2021
Graph Neural Networks: Taxonomy, Advances and Trends
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2020
Yu Zhou
Haixia Zheng
Xin Huang
Shufeng Hao
Dengao Li
Jumin Zhao
AI4TS
670
177
0
16 Dec 2020
SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition
Hao Li
Zixuan Li
KenLi Li
Jan S. Rellermeyer
L. Chen
Keqin Li
405
7
0
07 Dec 2020
Be More with Less: Hypergraph Attention Networks for Inductive Text Classification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Kaize Ding
Jianling Wang
Jundong Li
Dingcheng Li
Huan Liu
GNN
322
249
0
01 Nov 2020
Graph-based Multi-hop Reasoning for Long Text Generation
Bo Pan
Jingjing Xu
Junyang Lin
Yichang Zhang
Hongxia Yang
Xu Sun
LRM
140
9
0
28 Sep 2020
A Survey on Text Classification: From Shallow to Deep Learning
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2020
Qian Li
Hao Peng
Jianxin Li
Congyin Xia
Renyu Yang
Lichao Sun
Philip S. Yu
Lifang He
VLM
543
501
0
02 Aug 2020
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