---
title: "Frontiers of Computer Science 2023 — papers — Elamur Research"
description: "Frontiers of Computer Science 2023 — papers: 2 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/frontiers-of-computer-science/2023/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/frontiers-of-computer-science/2023/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Frontiers of Computer Science](https://md.research.elamur.ai/free/en/venues/frontiers-of-computer-science/) / 2023

# 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.

[**123** works that year](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/frontiers-of-computer-science/2023/#works) · [**5,130** citations of these works](https://md.research.elamur.ai/free/en/venues/frontiers-of-computer-science/2023/#works)

## 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 ↗](https://doi.org/10.1007/s11704-023-3282-7)**Fengxia Liu, Zhiming Zheng, Yexuan Shi et al.*92 citations*
2. **[Single image super-resolution: a comprehensive review and recent insight ↗](https://doi.org/10.1007/s11704-023-2588-9)**Hanadi Al‐Mekhlafi, Shiguang Liu*66 citations*
3. **[VIS+AI: integrating visualization with artificial intelligence for efficient data analysis ↗](https://doi.org/10.1007/s11704-023-2691-y)**Xumeng Wang, Ziliang Wu, Wenqi Huang et al.*57 citations*
4. **[DNACDS: Cloud IoE big data security and accessing scheme based on DNA cryptography ↗](https://doi.org/10.1007/s11704-022-2193-3)**Ashish Pratap Singh, Abhinav Kumar, Suyel Namasudra*53 citations*
5. **[Large sequence models for sequential decision-making: a survey ↗](https://doi.org/10.1007/s11704-023-2689-5)**Muning Wen, Runji Lin, Hanjing Wang et al.*49 citations*
6. **[Aspect-level sentiment analysis based on semantic heterogeneous graph convolutional network ↗](https://doi.org/10.1007/s11704-022-2256-5)**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 ↗](https://doi.org/10.1007/s11704-023-2444-y)**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 ↗](https://doi.org/10.1007/s11704-023-3277-4)**Lingling Zhao, Shitao Song, Pengyan Wang et al.*40 citations*
9. **[Blockchain based federated learning for intrusion detection for Internet of Things ↗](https://doi.org/10.1007/s11704-023-3026-8)**Nan Sun, Wei Wang, Yongxin Tong et al.*30 citations*
10. **[Federated learning-outcome prediction with multi-layer privacy protection ↗](https://doi.org/10.1007/s11704-023-2791-8)**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 ↗](https://doi.org/10.1007/s11704-023-3282-7)**Fengxia Liu, Zhiming Zheng, Yexuan Shi et al.*92 citations*
2. **[Single image super-resolution: a comprehensive review and recent insight ↗](https://doi.org/10.1007/s11704-023-2588-9)**Hanadi Al‐Mekhlafi, Shiguang Liu*66 citations*
3. **[VIS+AI: integrating visualization with artificial intelligence for efficient data analysis ↗](https://doi.org/10.1007/s11704-023-2691-y)**Xumeng Wang, Ziliang Wu, Wenqi Huang et al.*57 citations*
4. **[DNACDS: Cloud IoE big data security and accessing scheme based on DNA cryptography ↗](https://doi.org/10.1007/s11704-022-2193-3)**Ashish Pratap Singh, Abhinav Kumar, Suyel Namasudra*53 citations*
5. **[Large sequence models for sequential decision-making: a survey ↗](https://doi.org/10.1007/s11704-023-2689-5)**Muning Wen, Runji Lin, Hanjing Wang et al.*49 citations*
6. **[Aspect-level sentiment analysis based on semantic heterogeneous graph convolutional network ↗](https://doi.org/10.1007/s11704-022-2256-5)**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 ↗](https://doi.org/10.1007/s11704-023-2444-y)**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 ↗](https://doi.org/10.1007/s11704-023-3277-4)**Lingling Zhao, Shitao Song, Pengyan Wang et al.*40 citations*
9. **[Blockchain based federated learning for intrusion detection for Internet of Things ↗](https://doi.org/10.1007/s11704-023-3026-8)**Nan Sun, Wei Wang, Yongxin Tong et al.*30 citations*
10. **[Federated learning-outcome prediction with multi-layer privacy protection ↗](https://doi.org/10.1007/s11704-023-2791-8)**Yupei Zhang, Yuxin Li, Yifei Wang et al.*29 citations*
11. **[How graph convolutions amplify popularity bias for recommendation? ↗](https://doi.org/10.1007/s11704-023-2655-2)**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 ↗](https://doi.org/10.1007/s11704-023-2492-3)**Mojtaba Noorallahzadeh, Mohammad Mosleh, Kamalika Datta*26 citations*
13. **[BA-GNN: Behavior-aware graph neural network for session-based recommendation ↗](https://doi.org/10.1007/s11704-022-2324-x)**Yongquan Liang, Qiuyu Song, Zhongying Zhao et al.*26 citations*
14. **[BGNN: Behavior-aware graph neural network for heterogeneous session-based recommendation ↗](https://doi.org/10.1007/s11704-022-2100-y)**Jinwei Luo, Mingkai He, Weike Pan et al.*26 citations*
15. **[Representation learning via an integrated autoencoder for unsupervised domain adaptation ↗](https://doi.org/10.1007/s11704-022-1349-5)**Yi Qing Zhu, Xindong Wu, Jipeng Qiang et al.*26 citations*
16. **[The governance technology for blockchain systems: a survey ↗](https://doi.org/10.1007/s11704-023-3113-x)**Guocheng Zhu, Debiao He, Haoyang An et al.*26 citations*
17. **[A prompt-based approach to adversarial example generation and robustness enhancement ↗](https://doi.org/10.1007/s11704-023-2639-2)**Yuting Yang, Pei Wen Huang, Juan Cao et al.*22 citations*
18. **[Bi-objective evolutionary Bayesian network structure learning via skeleton constraint ↗](https://doi.org/10.1007/s11704-023-2740-6)**Ting Wu, Hong Qian, Ziqi Liu et al.*22 citations*
19. **[CRD-CGAN: category-consistent and relativistic constraints for diverse text-to-image generation ↗](https://doi.org/10.1007/s11704-022-2385-x)**Tao Hu, Chengjiang Long, Chunxia Xiao*22 citations*
20. **[Aggregation-based dual heterogeneous task allocation in spatial crowdsourcing ↗](https://doi.org/10.1007/s11704-023-3133-6)**Xiaochuan Lin, Kaimin Wei, Zhetao Li et al.*20 citations*
21. **[Constrained clustering with weak label prior ↗](https://doi.org/10.1007/s11704-023-3355-7)**Jing Zhang, Ruidong Fan, Hong Tao et al.*20 citations*
22. **[Exploiting blockchain for dependable services in zero-trust vehicular networks ↗](https://doi.org/10.1007/s11704-023-2495-0)**Min Hao, Beihai Tan, Siming Wang et al.*18 citations*
23. **[Graph-Segmenter: graph transformer with boundary-aware attention for semantic segmentation ↗](https://doi.org/10.1007/s11704-023-2563-5)**Zizhang Wu, Yuanzhu Gan, Tianhao Xu et al.*18 citations*
24. **[Incorporating metapath interaction on heterogeneous information network for social recommendation ↗](https://doi.org/10.1007/s11704-022-2438-1)**Yanbin Jiang, Huifang Ma, Xiaohui Zhang et al.*18 citations*
25. **[Learning label-specific features for decomposition-based multi-class classification ↗](https://doi.org/10.1007/s11704-023-3076-y)**Bin-Bin Jia, Jun-Ying Liu, Jun-Yi Hang et al.*18 citations*

[See all 123 papers in Frontiers of Computer Science 2023 — papers →](https://md.research.elamur.ai/free/en/venues/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 Models](https://md.research.elamur.ai/free/en/papers/zhao-2023-survey-large-language-models/) [Frontiers of Computer Science](https://md.research.elamur.ai/free/en/venues/frontiers-of-computer-science/)**Wayne Xin Zhao, Kun Zhou, Junyi Li, et al.*2023 · 2,863 citations*
2. **[A Survey on Large Language Model based Autonomous Agents](https://md.research.elamur.ai/free/en/papers/wang-2023-survey-large-language-model-based/) [Frontiers of Computer Science](https://md.research.elamur.ai/free/en/venues/frontiers-of-computer-science/)**Lei 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)](https://md.research.elamur.ai/free/en/topics/language-models/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Wayne Xin Zhao**2 works here · 5,130 citations](https://md.research.elamur.ai/free/en/authors/wayne-xin-zhao/) · [🧑‍🔬**Beichen Zhang**1 work here · 2,863 citations](https://md.research.elamur.ai/free/en/authors/beichen-zhang/) · [🧑‍🔬**Junyi Li**1 work here · 2,863 citations](https://md.research.elamur.ai/free/en/authors/junyi-li/) · [🧑‍🔬**Kun Zhou**1 work here · 2,863 citations](https://md.research.elamur.ai/free/en/authors/kun-zhou/) · [🧑‍🔬**Tianyi Tang**1 work here · 2,863 citations](https://md.research.elamur.ai/free/en/authors/tianyi-tang/) · [🧑‍🔬**Xiaolei Wang**1 work here · 2,863 citations](https://md.research.elamur.ai/free/en/authors/xiaolei-wang/) · [🧑‍🔬**Yifan Du**1 work here · 2,863 citations](https://md.research.elamur.ai/free/en/authors/yifan-du/) · [🧑‍🔬**Yingqian Min**1 work here · 2,863 citations](https://md.research.elamur.ai/free/en/authors/yingqian-min/) · [🧑‍🔬**Zican Dong**1 work here · 2,863 citations](https://md.research.elamur.ai/free/en/authors/zican-dong/) · [🧑‍🔬**Chen Ma**1 work here · 2,267 citations](https://md.research.elamur.ai/free/en/authors/chen-ma/) · [🧑‍🔬**Hao Yang**1 work here · 2,267 citations](https://md.research.elamur.ai/free/en/authors/hao-yang/) · [🧑‍🔬**Lei Wang**1 work here · 2,267 citations](https://md.research.elamur.ai/free/en/authors/lei-wang/)

## Top institutions

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

[🎓**Renmin University of China** Beijing · China 2 works here](https://md.research.elamur.ai/free/en/universities/renmin-university-of-china/) · [🎓**Université de Montréal** Montreal · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/universite-de-montreal/)

works and citations from OpenAlex and our library.

- [↑ back to Frontiers of Computer Science](https://md.research.elamur.ai/free/en/venues/frontiers-of-computer-science/)