Adapting GNNs for document understanding: A flexible framework with multiview global graphs

Contribution to Journal

Wu, Zhuojia, Zhang, Qi, Miao, Duoqian, Zhao, Xuerong, Shi, Kaize and Shi, K.. 2024. "Adapting GNNs for document understanding: A flexible framework with multiview global graphs." IEEE Transactions on Computational Social Systems.
Article Title

Adapting GNNs for document understanding: A flexible framework with multiview global graphs

ERA Journal ID212762
AuthorsWu, Zhuojia, Zhang, Qi, Miao, Duoqian, Zhao, Xuerong, Shi, Kaize and Shi, K.
Journal TitleIEEE Transactions on Computational Social Systems
Year2024
PublisherIEEE (Institute of Electrical and Electronics Engineers)
ISSN2329-924X
ANZSRC Field of Research 20204602. Artificial intelligence
Permalink -

https://research.usq.edu.au/item/100985/adapting-gnns-for-document-understanding-a-flexible-framework-with-multiview-global-graphs

Log in to edit
  • 0
    total views
  • 0
    total downloads
  • 0
    views this month
  • 0
    downloads this month

Export as

Related outputs

Recommending Learning Objects through Attentive Heterogeneous Graph Convolution and Operation- Aware Neural Network (Extended Abstract)
Zhu, Yifan, Lin, Qika, Lu, Hao, Shi, Kaize, Liu, Donglei, Chambua, James, Wan, Shanshan, Niu, Zhendong and Shi, K.. "Recommending Learning Objects through Attentive Heterogeneous Graph Convolution and Operation- Aware Neural Network (Extended Abstract)." ICDE 2024.
A Session-based Job Recommendation System Combining Area Knowledge and Interest Graph Neural Networks
Wang, Yusen, Shi, Kaize, Niu, Zhendong and Shi, K.. "A Session-based Job Recommendation System Combining Area Knowledge and Interest Graph Neural Networks." The Thirty Second International Conference on Software Engineering and Knowledge Engineering.
AMR-TST: Abstract Meaning Representation-based Text Style Transfer
Shi, Kaize, Sun, Xueyao, He, Li, Wang, Dingxian, Li, Qing, Xu, Guandong and Shi, K.. "AMR-TST: Abstract Meaning Representation-based Text Style Transfer." Findings of the Association for Computational Linguistics: ACL 2023.
Homogeneous-listing-augmented Self-supervised Multimodal Product Title Refinement
Deng, Jiaqi, Shi, Kaize, Huo, Huan, Wang, Dingxian, Xu, Guandong and Shi, K.. "Homogeneous-listing-augmented Self-supervised Multimodal Product Title Refinement." Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM).
MTSTI: A multi-task learning framework for spatiotemporal imputation
Chen, Yakun, Shi, Kaize, Wang, Xianzhi, Xu, Guandong and Shi, K.. "MTSTI: A multi-task learning framework for spatiotemporal imputation." International Conference on Advanced Data Mining and Applications. Springer.
Enhancing Academic Title Drafting Through Abstractive Summarization
Wu, Taoyu, Shi, Kaize and Shi, K.. "Enhancing Academic Title Drafting Through Abstractive Summarization." The 11th International Conference on Behavioural and Social Computing. Harbin, China 16 - 18 Aug 2024
Deep coupling network for multivariate time series forecasting
Yi, Kun, Zhang, Qi, He, Hui, Shi, Kaize, Hu, Liang, An, Ning, Niu, Zhendong and Shi, K.. 2024. "Deep coupling network for multivariate time series forecasting." ACM Transactions on Information Systems. 42 (5), pp. 1-28.
Deep Graph Clustering With Triple Fusion Mechanism for Community Detection
Ma, Yuanchi, Shi, Kaize, Peng, Xueping, He, Hui, Zhang, Peng, Liu, Jinyan, Lei, Zhongxiang, Niu, Zhendong and Shi, K.. 2024. "Deep Graph Clustering With Triple Fusion Mechanism for Community Detection." IEEE Transactions on Computational Social Systems.
FetchEEG: a hybrid approach combining feature extraction and temporal-channel joint attention for EEG-based emotion classification
Liang, Yu, Zhang, Chenlong, An, Shan, Wang, Zaitian, Shi, Kaize, Peng, Tianhao, Ma, Yuqing, Xie, Xiaoyang, He, Jian, Zheng, Kun and Shi, K.. 2024. "FetchEEG: a hybrid approach combining feature extraction and temporal-channel joint attention for EEG-based emotion classification." Journal of Neural Engineering. 21 (3), p. 0360%J.
A topic‐controllable keywords‐to‐text generator with knowledge base network
He, Li, Shi, Kaize, Wang, Dingxian, Wang, Xianzhi, Xu, Guandong and Shi, K.. 2024. "A topic‐controllable keywords‐to‐text generator with knowledge base network." CAAI Transactions on Intelligence Technology.
Distributional drift adaptation with temporal conditional variational autoencoder for multivariate time series forecasting
He, Hui, Zhang, Qi, Yi, Kun, Shi, Kaize, Niu, Zhendong, Cao, Longbing and Shi, K.. 2024. "Distributional drift adaptation with temporal conditional variational autoencoder for multivariate time series forecasting." IEEE Transactions on Neural Networks and Learning Systems. 36 (4), pp. 7287-7301.
Multiple knowledge-enhanced meteorological social briefing generation
Shi, Kaize, Peng, Xueping, Lu, Hao, Zhu, Yifan, Niu, Zhendong and Shi, K.. 2023. "Multiple knowledge-enhanced meteorological social briefing generation." IEEE Transactions on Computational Social Systems. %J (2), pp. 2002-2013.
Application of social sensors in natural disasters emergency management: A review
Shi, Kaize, Peng, Xueping, Lu, Hao, Zhu, Yifan, Niu, Zhendong and Shi, K.. 2022. "Application of social sensors in natural disasters emergency management: A review." IEEE Transactions on Computational Social Systems. 10 (6), pp. 3143-3158.
Recommending scientific paper via heterogeneous knowledge embedding based attentive recurrent neural networks
Zhu, Yifan, Lin, Qika, Lu, Hao, Shi, Kaize, Qiu, Ping, Niu, Zhendong and Shi, K.. 2021. "Recommending scientific paper via heterogeneous knowledge embedding based attentive recurrent neural networks." Knowledge-Based Systems. 215, p. 106744.
Position-aware stepwise tagging method for triples extraction of entity-relationship
Yuan, Wang, Shi, K. and Zhendong, Niu. 2021. "Position-aware stepwise tagging method for triples extraction of entity-relationship." Data Analysis and Knowledge Discovery. 5 (10), pp. 71-80.
EKGTF: A knowledge-enhanced model for optimizing social network-based meteorological briefings
Shi, Kaize, Wang, Yusen, Lu, Hao, Zhu, Yifan, Niu, Zhendong and Shi, K.. 2021. "EKGTF: A knowledge-enhanced model for optimizing social network-based meteorological briefings." Information Processing and Management. 58 (4), p. 102564.
Social signal-driven knowledge automation: A focus on social transportation
Lu, Hao, Zhu, Yifan, Yuan, Yong, Gong, Weichao, Li, Juanjuan, Shi, Kaize, Lv, Yisheng, Niu, Zhendong, Wang, Fei-Yue and Shi, K.. 2021. "Social signal-driven knowledge automation: A focus on social transportation." IEEE Transactions on Computational Social Systems. 8 (3), pp. 737-753.
Improving university faculty evaluations via multi-view knowledge graph
Lin, Qika, Zhu, Yifan, Lu, Hao, Shi, Kaize, Niu, Zhendong and Shi, K.. 2021. "Improving university faculty evaluations via multi-view knowledge graph." Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications. %J7, pp. 181-192.
Social weather: A review of crowdsourcing‐assisted meteorological knowledge services through social cyberspace
Zhu, Yifan, Zhang, Sifan, Li, Yinan, Lu, Hao, Shi, Kaize and Niu, Zhendong. 2020. "Social weather: A review of crowdsourcing‐assisted meteorological knowledge services through social cyberspace." Geoscience Data Journal. 7 (1), pp. 61-79. https://doi.org/10.1002/gdj3.85
Heterogeneous teaching evaluation network based offline course recommendation with graph learning and tensor factorization
Zhu, Yifan, Lu, Hao, Qiu, Ping, Shi, Kaize, Chambua, James and Niu, Zhendong. 2020. "Heterogeneous teaching evaluation network based offline course recommendation with graph learning and tensor factorization." Neurocomputing. 415, pp. 84-95. https://doi.org/10.1016/j.neucom.2020.07.064
Automatic generation of meteorological briefing by event knowledge guided summarization model
Shi, Kaize, Lu, Hao, Zhu, Yifan, Niu, Zhendong and Shi, K.. 2020. "Automatic generation of meteorological briefing by event knowledge guided summarization model." Knowledge-Based Systems. 192, p. 105379.
Wide-grained capsule network with sentence-level feature to detect meteorological event in social network
Shi, Kaize, Gong, Changjin, Lu, Hao, Zhu, Yifan, Niu, Zhendong and Shi, K.. 2020. "Wide-grained capsule network with sentence-level feature to detect meteorological event in social network." Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications. 102, pp. 323-332.