Junxi Chen

34 papers A* 4A 1Misc 1Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
WT-MF-Net: Wavelet-transform based multi-frequency auxiliary network for semi-supervised medical image segmentation.
Biomed. Signal Process. Control.
Liqiang Xie, Mingzhi Chen, Junxi Chen, Jia Yang, Lingna Chen, Xiang Li
2025 J jnl
Attention-based BiLSTM-XGBoost model for reliability assessment and lifetime prediction of digital microfluidic systems.
PeerJ Comput. Sci.
Lifeng He, Qili Yang, Junxi Chen, Wenjing Liu, Zhijie Luo
2025 J jnl
DAT: Dual-Branch Adapter-Tuning for Few-Shot Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Junxi Chen, Guangxing Wu, Hongxiang Li, Jiankang Chen, Wentao Zhang, Wei-Shi Zheng, Ruixuan Wang
2025 J jnl
EEMD-MST-Resnet: a hybrid deep learning approach for predicting passenger flow in urban transportation hubs.
Neural Comput. Appl.
Junxi Chen, Zhenlin Wei
2025 J jnl
Leveraging Spatial-Temporal Heterogeneity and Cross-Mode Interactions: A Meta-Learning Approach for Multimodal Transportation Demand Prediction.
IEEE Trans. Intell. Transp. Syst.
Zhihuan Jiang, Ailing Huang, Renhe Jiang, Junxi Chen, Yoshihide Sekimoto, Wei Guan
2025 A* conf
Mind the Trojan Horse: Image Prompt Adapter Enabling Scalable and Deceptive Jailbreaking.
CVPR
Junxi Chen, Junhao Dong, Xiaohua Xie
2025 J jnl
Mind the Trojan Horse: Image Prompt Adapter Enabling Scalable and Deceptive Jailbreaking.
CoRR
Junxi Chen, Junhao Dong, Xiaohua Xie
2025 J jnl
Piecewise Physics-Constrained Neural Networks for solving second-order impulsive differential equations.
Neurocomputing
Junxi Chen, Liangcai Mei, Chuan Yang, Boyang Liu, Jiarong Han, Wulong Yao
2025 J jnl
Releasing Inequality Phenomenon in ℓ
IEEE Trans. Inf. Forensics Secur.
Junxi Chen, Junhao Dong, Xiaohua Xie, Jianhuang Lai
2025 J jnl
Survey on Adversarial Attack and Defense for Medical Image Analysis: Methods and Challenges.
ACM Comput. Surv.
Junhao Dong, Junxi Chen, Xiaohua Xie, Jianhuang Lai, Hao Chen
2024 — conf
Adversarially Robust Distillation by Reducing the Student-Teacher Variance Gap.
ECCV (4)
Junhao Dong, Piotr Koniusz, Junxi Chen, Yew-Soon Ong
2024 A* conf
Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners.
CVPR
Junhao Dong, Piotr Koniusz, Junxi Chen, Xiaohua Xie, Yew-Soon Ong
2024 J jnl
DFCG: A Dual-Frequency Cascade Graph model for semi-supervised ultrasound image segmentation with diffusion model.
Knowl. Based Syst.
Yifeng Yao, Xingxing Duan, Aiping Qu, Mingzhi Chen, Junxi Chen, Lingna Chen
2024 J jnl
Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial Transferability.
CoRR
Junxi Chen, Junhao Dong, Xiaohua Xie
2024 J jnl
MSS-UNet: A Multi-Spatial-Shift MLP-based UNet for skin lesion segmentation.
Comput. Biol. Medicine
Wenhao Zhu, Jiya Tian, Mingzhi Chen, Lingna Chen, Junxi Chen
2024 A* conf
Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection.
CVPR
Junxi Chen, Liang Li, Li Su, Zheng-Jun Zha, Qingming Huang
2024 A conf
Region Attention Fine-tuning with CLIP for Few-shot Classification.
ICME
Guangxing Wu, Junxi Chen, Qiu Li, Wentao Zhang, Wei-Shi Zheng, Ruixuan Wang
2024 A* conf
Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples.
CVPR
Junhao Dong, Piotr Koniusz, Junxi Chen, Z. Jane Wang, Yew-Soon Ong
2023 J jnl
Adversarial Attack and Defense for Medical Image Analysis: Methods and Applications.
CoRR
Junhao Dong, Junxi Chen, Xiaohua Xie, Jianhuang Lai, Hao Chen
2023 J jnl
Dual encoder network with transformer-CNN for multi-organ segmentation.
Medical Biol. Eng. Comput.
Zhifang Hong, Mingzhi Chen, Weijie Hu, Shiyu Yan, Aiping Qu, Lingna Chen, Junxi Chen
2023 J jnl
Effective hybrid attention network based on pseudo-color enhancement in ultrasound image segmentation.
Image Vis. Comput.
Xuping Huang, Qian Wang, Junxi Chen, Lingna Chen, Zhiyi Chen
2023 — conf
Feature Adaptation with CLIP for Few-shot Classification.
MMAsia
Guangxing Wu, Junxi Chen, Wentao Zhang, Ruixuan Wang
2023 — conf
Lightweight Map Storage and Retrieval Method for Autonomous Navigation of UAVs in Large-Scale Cylindrical Spaces.
ROBIO
Mengfan Xu, Shuai Su, Taogang Hou, Xuan Pei, Junxi Chen
2023 J jnl
Releasing Inequality Phenomena in L
CoRR
Junxi Chen, Junhao Dong, Xiaohua Xie
2022 J jnl
TDD-UNet: Transformer with double decoder UNet for COVID-19 lesions segmentation.
Comput. Biol. Medicine
Xuping Huang, Junxi Chen, Mingzhi Chen, Lingna Chen, Yaping Wan
2021 J jnl
A Densely Connected UNet3D Network Combined Attention Mechanism for Liver and Tumor Segmentation.
J. Medical Imaging Health Informatics
Hewen Xi, Junxi Chen, Dongping Xiong, Xiaofeng He, Aiping Qu, Lingna Chen
2021 — conf
EMD-LSTM based deep learning inbound and outbound passenger flow prediction.
ICAIIS
Junxi Chen, Liangben Cao, Kaihan Yu
2020 J jnl
Reversible Data Hiding in JPEG Images Based on Negative Influence Models.
IEEE Trans. Inf. Forensics Secur.
Junhui He, Junxi Chen, Shaohua Tang
2019 — conf
A Dynamic Model of Opioid Epidemic based on Cellular Automata and Principal Component Analysis.
ICBBS
Yufeng Wang, Lezhi Chen, Junyi He, Lingna Chen, Junxi Chen, Liangwei Jiang
2019 J jnl
A Novel High-Capacity Reversible Data Hiding Scheme for Encrypted JPEG Bitstreams.
IEEE Trans. Circuits Syst. Video Technol.
Junhui He, Junxi Chen, Weiqi Luo, Shaohua Tang, Jiwu Huang
2018 J jnl
A Novel AMR-WB Speech Steganography Based on Diameter-Neighbor Codebook Partition.
Secur. Commun. Networks
Junhui He, Junxi Chen, Shichang Xiao, Xiaoyu Huang, Shaohua Tang
2016 J jnl
A unified framework for designing high performance in-memory and hybrid memory file systems.
J. Syst. Archit.
Xianzhang Chen, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Weiwen Jiang, Junxi Chen, Jun Chen, Jun Xu
2016 J jnl
Citrus greening detection using visible spectrum imaging and C-SVC.
Comput. Electron. Agric.
Xiaoling Deng, Yubin Lan, Tiansheng Hong, Junxi Chen
2016 Misc conf
The design of an efficient swap mechanism for hybrid DRAM-NVM systems.
EMSOFT
Xianzhang Chen, Edwin Hsing-Mean Sha, Weiwen Jiang, Qingfeng Zhuge, Junxi Chen, Jiejie Qin, Yuansong Zeng