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Jianyu Qi - IEEE Xplore Author Profile
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Jianyu Qi

Publications
4
Citations
5
Publications by Year
20202025
Co-Authors:
Show All Co-Authors (15)
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Jianyu Qi

Affiliation

School of Computer Science
Central South University
Changsha, China

Publication Topics

Biography

Jianyu Qi received the B.S. and M.S. degrees in transportation engineering from the Beijing University of Technology, Beijing, China, in 2008 and 2015, respectively. He is currently a member with China Merchants New Intelligence Technology Company Ltd., Beijing. He is the author or coauthor of five academic articles in tenure and the first author of four academic articles.(Based on document published on 29 June 2023).
Publications
4
Citations
5
Publications by Year
20202025
Co-Authors:
Show All Co-Authors (15)
Author's Published Works

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AIDC: Benchmark for Analytical Learning in Incremental Disease Classification

Rongchang Zhao;Jianyu Qi;Rui Li;Zhijie Zheng;Jian Zhang;Jiaxu Li

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Year: 2025 | Conference Paper |
Class Incremental Learning (CIL) aims to enable models to continuously learn new categories while retaining previous classification abilities. In medical scenarios, where new disease categories frequently emerge, CIL becomes crucial. Traditional CIL approaches often face "catastrophic forgetting". Analytical Class Incremental Learning (ACIL) offers an analytical (i.e., closed-form) linear solution...Show More

AIDC: Benchmark for Analytical Learning in Incremental Disease Classification

Rongchang Zhao;Jianyu Qi;Rui Li;Zhijie Zheng;Jian Zhang;Jiaxu Li

Year: 2025 | Conference Paper |

HFGS: High-Frequency Information Guided Net for Multi-Regions Pseudo-CT Synthesis

Rongchang Zhao;Jianyu Qi;Rui Li;Teng Yang;Jiaxu Li;Jian Zhang;Zijian Zhang

2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
Year: 2024 | Conference Paper |
Computed tomography (CT) scans are clinically important in radiotherapy planning (RTP) for ROI contour delineation and radiation dose calculation. However, it involves significant radiation exposure, which can bring potential health problems. Nowadays, the synthesis of MR to CT provides an alternative to repetitive CT examinations. Although transformers are widely used for image synthesis, achievi...Show More

HFGS: High-Frequency Information Guided Net for Multi-Regions Pseudo-CT Synthesis

Rongchang Zhao;Jianyu Qi;Rui Li;Teng Yang;Jiaxu Li;Jian Zhang;Zijian Zhang

Year: 2024 | Conference Paper |

Evaluation of the Connected Vehicle Environment Effectiveness at Tunnel Entrance

Jianhua Zhang;Xiaohua Zhao;Haijian Li;Jianyu Qi;Guanyang Xing

IEEE Transactions on Intelligent Transportation Systems
Year: 2023 | Volume: 24, Issue: 11 | Journal Article |
Cited by: Papers (5)
The change of space environment at the tunnel entrance which the light changes from bright to dark will lead to frequent traffic accidents. To explore whether the connected vehicle environment will improve the driving performance and traffic safety at the tunnel entrance, this paper first of all designed a driving simulation experiment and provided driving aids through the Human-Machine Interface ...Show More

Evaluation of the Connected Vehicle Environment Effectiveness at Tunnel Entrance

Jianhua Zhang;Xiaohua Zhao;Haijian Li;Jianyu Qi;Guanyang Xing

Year: 2023 | Volume: 24, Issue: 11 | Journal Article |

Driving Confidence in a Connected Vehicle Environment: A Case Study of Emergency Braking Events of Front Vehicles

Haijian Li;Guoqiang Zhao;Jianyu Qi;Yang Bian;Hanimaiti Aizeke;Jiancheng Weng

2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC)
Year: 2020 | Conference Paper |
Driving confidence psychology can guide drivers in calm driving operation when dealing with traffic issues, which is of substantial significance for reducing the accident rate and improving the road traffic efficiency. This study mainly analyzes the differences in driving confidence psychology in the face of an emergency braking event of a front vehicle with warning as opposed to the same situatio...Show More

Driving Confidence in a Connected Vehicle Environment: A Case Study of Emergency Braking Events of Front Vehicles

Haijian Li;Guoqiang Zhao;Jianyu Qi;Yang Bian;Hanimaiti Aizeke;Jiancheng Weng

Year: 2020 | Conference Paper |

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