Junxi Chen

According to our database, Junxi Chen authored at least 25 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Survey on Adversarial Attack and Defense for Medical Image Analysis: Methods and Challenges.

Junhao Dong, Junxi Chen, Xiaohua Xie, Jianhuang Lai, Hao Chen

ACM Comput. Surv., March, 2025

2024

MSS-UNet: A Multi-Spatial-Shift MLP-based UNet for skin lesion segmentation.

Wenhao Zhu, Jiya Tian, Mingzhi Chen, Lingna Chen, Junxi Chen

Comput. Biol. Medicine, January, 2024

DFCG: A Dual-Frequency Cascade Graph model for semi-supervised ultrasound image segmentation with diffusion model.

Yifeng Yao, Xingxing Duan, Aiping Qu, Mingzhi Chen, Junxi Chen, Lingna Chen

Knowl. Based Syst., 2024

Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial Transferability.

Junxi Chen, Junhao Dong, Xiaohua Xie

CoRR, 2024

Region Attention Fine-tuning with CLIP for Few-shot Classification.

Guangxing Wu, Junxi Chen, Qiu Li, Wentao Zhang, Wei-Shi Zheng, Ruixuan Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Adversarially Robust Distillation by Reducing the Student-Teacher Variance Gap.

Junhao Dong, Piotr Koniusz, Junxi Chen, Yew-Soon Ong

Proceedings of the Computer Vision - ECCV 2024, 2024

Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners.

Junhao Dong, Piotr Koniusz, Junxi Chen, Xiaohua Xie, Yew-Soon Ong

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples.

Junhao Dong, Piotr Koniusz, Junxi Chen, Z. Jane Wang, Yew-Soon Ong

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection.

Junxi Chen, Liang Li, Li Su, Zheng-Jun Zha, Qingming Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Effective hybrid attention network based on pseudo-color enhancement in ultrasound image segmentation.

Xuping Huang, Qian Wang, Junxi Chen, Lingna Chen, Zhiyi Chen

Image Vis. Comput., September, 2023

Dual encoder network with transformer-CNN for multi-organ segmentation.

Zhifang Hong, Mingzhi Chen, Weijie Hu, Shiyu Yan, Aiping Qu, Lingna Chen, Junxi Chen

Medical Biol. Eng. Comput., March, 2023

Releasing Inequality Phenomena in L_∞-Adversarial Training via Input Gradient Distillation.

Junxi Chen, Junhao Dong, Xiaohua Xie

CoRR, 2023

Adversarial Attack and Defense for Medical Image Analysis: Methods and Applications.

Junhao Dong, Junxi Chen, Xiaohua Xie, Jianhuang Lai, Hao Chen

CoRR, 2023

Lightweight Map Storage and Retrieval Method for Autonomous Navigation of UAVs in Large-Scale Cylindrical Spaces.

Mengfan Xu, Shuai Su, Taogang Hou, Xuan Pei, Junxi Chen

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

Feature Adaptation with CLIP for Few-shot Classification.

Guangxing Wu, Junxi Chen, Wentao Zhang, Ruixuan Wang

Proceedings of the ACM Multimedia Asia 2023, 2023

2022

TDD-UNet: Transformer with double decoder UNet for COVID-19 lesions segmentation.

Xuping Huang, Junxi Chen, Mingzhi Chen, Lingna Chen, Yaping Wan

Comput. Biol. Medicine, 2022

2021

A Densely Connected UNet3D Network Combined Attention Mechanism for Liver and Tumor Segmentation.

Hewen Xi, Junxi Chen, Dongping Xiong, Xiaofeng He, Aiping Qu, Lingna Chen

J. Medical Imaging Health Informatics, 2021

EMD-LSTM based deep learning inbound and outbound passenger flow prediction.

Junxi Chen, Liangben Cao, Kaihan Yu

Proceedings of the ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information Systems, Chongqing, China, May 28, 2021

2020

Reversible Data Hiding in JPEG Images Based on Negative Influence Models.

Junhui He, Junxi Chen, Shaohua Tang

IEEE Trans. Inf. Forensics Secur., 2020

2019

A Novel High-Capacity Reversible Data Hiding Scheme for Encrypted JPEG Bitstreams.

Junhui He, Junxi Chen, Weiqi Luo, Shaohua Tang, Jiwu Huang

IEEE Trans. Circuits Syst. Video Technol., 2019

A Dynamic Model of Opioid Epidemic based on Cellular Automata and Principal Component Analysis.

Yufeng Wang, Lezhi Chen, Junyi He, Lingna Chen, Junxi Chen, Liangwei Jiang

Proceedings of the ICBBS 2019: 8th International Conference on Bioinformatics and Biomedical Science, 2019

2018

A Novel AMR-WB Speech Steganography Based on Diameter-Neighbor Codebook Partition.

Junhui He, Junxi Chen, Shichang Xiao, Xiaoyu Huang, Shaohua Tang

Secur. Commun. Networks, 2018

2016

A unified framework for designing high performance in-memory and hybrid memory file systems.

Xianzhang Chen, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Weiwen Jiang, Junxi Chen, Jun Chen, Jun Xu

J. Syst. Archit., 2016

Citrus greening detection using visible spectrum imaging and C-SVC.

Xiaoling Deng, Yubin Lan, Tiansheng Hong, Junxi Chen

Comput. Electron. Agric., 2016

The design of an efficient swap mechanism for hybrid DRAM-NVM systems.

Xianzhang Chen, Edwin Hsing-Mean Sha, Weiwen Jiang, Qingfeng Zhuge, Junxi Chen, Jiejie Qin, Yuansong Zeng

Proceedings of the 2016 International Conference on Embedded Software, 2016