📰 Frontiers of Computer Science 2023 — papers

The works of Frontiers of Computer Science published in 2023 that our library holds (publisher: Higher Education Press): 2 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. A survey on federated learning: a perspective from multi-party computation ↗Fengxia Liu, Zhiming Zheng, Yexuan Shi et al.92 citations
2. Single image super-resolution: a comprehensive review and recent insight ↗Hanadi Al‐Mekhlafi, Shiguang Liu66 citations
3. VIS+AI: integrating visualization with artificial intelligence for efficient data analysis ↗Xumeng Wang, Ziliang Wu, Wenqi Huang et al.57 citations
4. DNACDS: Cloud IoE big data security and accessing scheme based on DNA cryptography ↗Ashish Pratap Singh, Abhinav Kumar, Suyel Namasudra53 citations
5. Large sequence models for sequential decision-making: a survey ↗Muning Wen, Runji Lin, Hanjing Wang et al.49 citations
6. Aspect-level sentiment analysis based on semantic heterogeneous graph convolutional network ↗Yufei Zeng, Zhixin Li, Zhenbin Chen et al.45 citations
7. LMR-CBT: learning modality-fused representations with CB-Transformer for multimodal emotion recognition from unaligned multimodal sequences ↗Ziwang Fu, Feng Liu, Qing Xu et al.43 citations
8. A MLP-Mixer and mixture of expert model for remaining useful life prediction of lithium-ion batteries ↗Lingling Zhao, Shitao Song, Pengyan Wang et al.40 citations
9. Blockchain based federated learning for intrusion detection for Internet of Things ↗Nan Sun, Wei Wang, Yongxin Tong et al.30 citations
10. Federated learning-outcome prediction with multi-layer privacy protection ↗Yupei Zhang, Yuxin Li, Yifei Wang et al.29 citations

All works of the year (123)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. A survey on federated learning: a perspective from multi-party computation ↗Fengxia Liu, Zhiming Zheng, Yexuan Shi et al.92 citations
2. Single image super-resolution: a comprehensive review and recent insight ↗Hanadi Al‐Mekhlafi, Shiguang Liu66 citations
3. VIS+AI: integrating visualization with artificial intelligence for efficient data analysis ↗Xumeng Wang, Ziliang Wu, Wenqi Huang et al.57 citations
4. DNACDS: Cloud IoE big data security and accessing scheme based on DNA cryptography ↗Ashish Pratap Singh, Abhinav Kumar, Suyel Namasudra53 citations
5. Large sequence models for sequential decision-making: a survey ↗Muning Wen, Runji Lin, Hanjing Wang et al.49 citations
6. Aspect-level sentiment analysis based on semantic heterogeneous graph convolutional network ↗Yufei Zeng, Zhixin Li, Zhenbin Chen et al.45 citations
7. LMR-CBT: learning modality-fused representations with CB-Transformer for multimodal emotion recognition from unaligned multimodal sequences ↗Ziwang Fu, Feng Liu, Qing Xu et al.43 citations
8. A MLP-Mixer and mixture of expert model for remaining useful life prediction of lithium-ion batteries ↗Lingling Zhao, Shitao Song, Pengyan Wang et al.40 citations
9. Blockchain based federated learning for intrusion detection for Internet of Things ↗Nan Sun, Wei Wang, Yongxin Tong et al.30 citations
10. Federated learning-outcome prediction with multi-layer privacy protection ↗Yupei Zhang, Yuxin Li, Yifei Wang et al.29 citations
11. How graph convolutions amplify popularity bias for recommendation? ↗Jiajia Chen, Jiancan Wu, Jiawei Chen et al.28 citations
12. A new design of parity-preserving reversible multipliers based on multiple-control toffoli synthesis targeting emerging quantum circuits ↗Mojtaba Noorallahzadeh, Mohammad Mosleh, Kamalika Datta26 citations
13. BA-GNN: Behavior-aware graph neural network for session-based recommendation ↗Yongquan Liang, Qiuyu Song, Zhongying Zhao et al.26 citations
14. BGNN: Behavior-aware graph neural network for heterogeneous session-based recommendation ↗Jinwei Luo, Mingkai He, Weike Pan et al.26 citations
15. Representation learning via an integrated autoencoder for unsupervised domain adaptation ↗Yi Qing Zhu, Xindong Wu, Jipeng Qiang et al.26 citations
16. The governance technology for blockchain systems: a survey ↗Guocheng Zhu, Debiao He, Haoyang An et al.26 citations
17. A prompt-based approach to adversarial example generation and robustness enhancement ↗Yuting Yang, Pei Wen Huang, Juan Cao et al.22 citations
18. Bi-objective evolutionary Bayesian network structure learning via skeleton constraint ↗Ting Wu, Hong Qian, Ziqi Liu et al.22 citations
19. CRD-CGAN: category-consistent and relativistic constraints for diverse text-to-image generation ↗Tao Hu, Chengjiang Long, Chunxia Xiao22 citations
20. Aggregation-based dual heterogeneous task allocation in spatial crowdsourcing ↗Xiaochuan Lin, Kaimin Wei, Zhetao Li et al.20 citations
21. Constrained clustering with weak label prior ↗Jing Zhang, Ruidong Fan, Hong Tao et al.20 citations
22. Exploiting blockchain for dependable services in zero-trust vehicular networks ↗Min Hao, Beihai Tan, Siming Wang et al.18 citations
23. Graph-Segmenter: graph transformer with boundary-aware attention for semantic segmentation ↗Zizhang Wu, Yuanzhu Gan, Tianhao Xu et al.18 citations
24. Incorporating metapath interaction on heterogeneous information network for social recommendation ↗Yanbin Jiang, Huifang Ma, Xiaohui Zhang et al.18 citations
25. Learning label-specific features for decomposition-based multi-class classification ↗Bin-Bin Jia, Jun-Ying Liu, Jun-Yi Hang et al.18 citations

See all 123 papers in Frontiers of Computer Science 2023 — papers →

📄 Works with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. A Survey of Large Language ModelsFrontiers of Computer ScienceWayne Xin Zhao, Kun Zhou, Junyi Li, et al.2023 · 2,863 citations
2. A Survey on Large Language Model based Autonomous AgentsFrontiers of Computer ScienceLei Wang, Chen Ma, Xueyang Feng, et al.2023 · 2,267 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Renmin University of ChinaBeijing · China2 works here🎓Université de MontréalMontreal · Canada1 work here

works and citations from OpenAlex and our library.

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