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Junxi Chen

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2020 – today

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2024
[j11]
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Wenhao Zhu, Jiya Tian, Mingzhi Chen, Lingna Chen, Junxi Chen:
MSS-UNet: A Multi-Spatial-Shift MLP-based UNet for skin lesion segmentation. Comput. Biol. Medicine 168: 107719 (2024)
[j10]
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Yifeng Yao, Xingxing Duan, Aiping Qu, Mingzhi Chen, Junxi Chen, Lingna Chen:
DFCG: A Dual-Frequency Cascade Graph model for semi-supervised ultrasound image segmentation with diffusion model. Knowl. Based Syst. 300: 112261 (2024)
[c10]
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  - conf/cvpr/ChenL0ZH24
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Junxi Chen, Liang Li, Li Su, Zheng-Jun Zha, Qingming Huang:
Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection. CVPR 2024: 18319-18329
[c9]
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Junhao Dong, Piotr Koniusz, Junxi Chen, Z. Jane Wang, Yew-Soon Ong:
Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples. CVPR 2024: 28432-28442
[c8]
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Junhao Dong, Piotr Koniusz, Junxi Chen, Xiaohua Xie, Yew-Soon Ong:
Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners. CVPR 2024: 28535-28544
[c7]
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Junhao Dong, Piotr Koniusz, Junxi Chen, Yew-Soon Ong:
Adversarially Robust Distillation by Reducing the Student-Teacher Variance Gap. ECCV (4) 2024: 92-111
[c6]
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  - conf/icmcs/WuCLZ0W24
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Guangxing Wu, Junxi Chen, Qiu Li, Wentao Zhang, Wei-Shi Zheng, Ruixuan Wang:
Region Attention Fine-tuning with CLIP for Few-shot Classification. ICME 2024: 1-6
[i3]
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  - journals/corr/abs-2401-07087
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Junxi Chen, Junhao Dong, Xiaohua Xie:
Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial Transferability. CoRR abs/2401.07087 (2024)
2023
[j9]
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Xuping Huang, Qian Wang, Junxi Chen, Lingna Chen, Zhiyi Chen:
Effective hybrid attention network based on pseudo-color enhancement in ultrasound image segmentation. Image Vis. Comput. 137: 104742 (2023)
[j8]
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  - journals/mbec/HongCHYQCC23
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Zhifang Hong, Mingzhi Chen, Weijie Hu, Shiyu Yan, Aiping Qu, Lingna Chen, Junxi Chen:
Dual encoder network with transformer-CNN for multi-organ segmentation. Medical Biol. Eng. Comput. 61(3): 661-671 (2023)
[c5]
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  - conf/mmasia/WuCZW23
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Guangxing Wu, Junxi Chen, Wentao Zhang, Ruixuan Wang:
Feature Adaptation with CLIP for Few-shot Classification. MMAsia 2023: 26:1-26:7
[c4]
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  - conf/robio/XuSHPC23
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Mengfan Xu, Shuai Su, Taogang Hou, Xuan Pei, Junxi Chen:
Lightweight Map Storage and Retrieval Method for Autonomous Navigation of UAVs in Large-Scale Cylindrical Spaces. ROBIO 2023: 1-6
[i2]
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  - journals/corr/abs-2303-14133
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Junhao Dong, Junxi Chen, Xiaohua Xie, Jianhuang Lai, Hao Chen:
Adversarial Attack and Defense for Medical Image Analysis: Methods and Applications. CoRR abs/2303.14133 (2023)
[i1]
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  - journals/corr/abs-2305-09305
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Junxi Chen, Junhao Dong, Xiaohua Xie:
Releasing Inequality Phenomena in L_∞-Adversarial Training via Input Gradient Distillation. CoRR abs/2305.09305 (2023)
2022
[j7]
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  - journals/cbm/HuangCCCW22
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Xuping Huang, Junxi Chen, Mingzhi Chen, Lingna Chen, Yaping Wan:
TDD-UNet: Transformer with double decoder UNet for COVID-19 lesions segmentation. Comput. Biol. Medicine 151(Part): 106306 (2022)
2021
[j6]
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  - journals/jmihi/XiCXHQC21
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Hewen Xi, Junxi Chen, Dongping Xiong, Xiaofeng He, Aiping Qu, Lingna Chen:
A Densely Connected UNet3D Network Combined Attention Mechanism for Liver and Tumor Segmentation. J. Medical Imaging Health Informatics 11(5): 1463-1470 (2021)
[c3]
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  - conf/icaiis/ChenCY21
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Junxi Chen, Liangben Cao, Kaihan Yu:
EMD-LSTM based deep learning inbound and outbound passenger flow prediction. ICAIIS 2021: 174:1-174:6
2020
[j5]
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  - journals/tifs/HeCT20
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Junhui He, Junxi Chen, Shaohua Tang:
Reversible Data Hiding in JPEG Images Based on Negative Influence Models. IEEE Trans. Inf. Forensics Secur. 15: 2121-2133 (2020)

2010 – 2019

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2019
[j4]
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Junhui He, Junxi Chen, Weiqi Luo, Shaohua Tang, Jiwu Huang:
A Novel High-Capacity Reversible Data Hiding Scheme for Encrypted JPEG Bitstreams. IEEE Trans. Circuits Syst. Video Technol. 29(12): 3501-3515 (2019)
[c2]
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  - conf/icbbs/WangCHCCJ19
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Yufeng Wang, Lezhi Chen, Junyi He, Lingna Chen, Junxi Chen, Liangwei Jiang:
A Dynamic Model of Opioid Epidemic based on Cellular Automata and Principal Component Analysis. ICBBS 2019: 126-129
2018
[j3]
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  - journals/scn/HeCXHT18
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Junhui He, Junxi Chen, Shichang Xiao, Xiaoyu Huang, Shaohua Tang:
A Novel AMR-WB Speech Steganography Based on Diameter-Neighbor Codebook Partition. Secur. Commun. Networks 2018: 7080673:1-7080673:11 (2018)
2016
[j2]
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  - journals/cea/DengLHC16
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Xiaoling Deng, Yubin Lan, Tiansheng Hong, Junxi Chen:
Citrus greening detection using visible spectrum imaging and C-SVC. Comput. Electron. Agric. 130: 177-183 (2016)
[j1]
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  - journals/jsa/ChenSZJCCX16
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Xianzhang Chen, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Weiwen Jiang, Junxi Chen, Jun Chen, Jun Xu:
A unified framework for designing high performance in-memory and hybrid memory file systems. J. Syst. Archit. 68: 51-64 (2016)
[c1]
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  - conf/emsoft/ChenSJZCQZ16
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Xianzhang Chen, Edwin Hsing-Mean Sha, Weiwen Jiang, Qingfeng Zhuge, Junxi Chen, Jiejie Qin, Yuansong Zeng:
The design of an efficient swap mechanism for hybrid DRAM-NVM systems. EMSOFT 2016: 22:1-22:10

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