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 (EMSOFT, 2016)

Citrus greening detection using visible spectrum imaging and C-SVC. - Xiaoling Deng; Yubin Lan; Tiansheng Hong; Junxi Chen (Comput. Electron. Agric., 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)

A Novel AMR-WB Speech Steganography Based on Diameter-Neighbor Codebook Partition. - Junhui He; Junxi Chen; Shichang Xiao; Xiaoyu Huang 001; Shaohua Tang (Secur. Commun. Networks, 2018)

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 (ICBBS, 2019)

A Novel High-Capacity Reversible Data Hiding Scheme for Encrypted JPEG Bitstreams. - Junhui He; Junxi Chen; Weiqi Luo 001; Shaohua Tang; Jiwu Huang (IEEE Trans. Circuits Syst. Video Technol., 2019)

Reversible Data Hiding in JPEG Images Based on Negative Influence Models. - Junhui He; Junxi Chen; Shaohua Tang (IEEE Trans. Inf. Forensics Secur., 2020)

EMD-LSTM based deep learning inbound and outbound passenger flow prediction. - Junxi Chen; Liangben Cao; Kaihan Yu (ICAIIS, 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)

TDD-UNet: Transformer with double decoder UNet for COVID-19 lesions segmentation. - Xuping Huang; Junxi Chen; Mingzhi Chen 002; Lingna Chen; Yaping Wan (Comput. Biol. Medicine, 2022)

Feature Adaptation with CLIP for Few-shot Classification. - Guangxing Wu; Junxi Chen; Wentao Zhang 005; Ruixuan Wang (MMAsia, 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 (ROBIO, 2023)

Adversarial Attack and Defense for Medical Image Analysis: Methods and Applications. - Junhao Dong 001; Junxi Chen; Xiaohua Xie; Jianhuang Lai; Hao Chen 011 (CoRR, 2023)

Releasing Inequality Phenomena in L∞-Adversarial Training via Input Gradient Distillation. - Junxi Chen; Junhao Dong 001; Xiaohua Xie (CoRR, 2023)

Dual encoder network with transformer-CNN for multi-organ segmentation. - Zhifang Hong; Mingzhi Chen 002; Weijie Hu; Shiyu Yan; Aiping Qu; Lingna Chen; Junxi Chen (Medical Biol. Eng. Comput., 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., 2023)

Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection. - Junxi Chen; Liang Li 003; Li Su 003; Zheng-Jun Zha; Qingming Huang (CVPR, 2024)

Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples. - Junhao Dong 001; Piotr Koniusz; Junxi Chen; Z. Jane Wang 001; Yew-Soon Ong (CVPR, 2024)

Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners. - Junhao Dong 001; Piotr Koniusz; Junxi Chen; Xiaohua Xie; Yew-Soon Ong (CVPR, 2024)

Adversarially Robust Distillation by Reducing the Student-Teacher Variance Gap. - Junhao Dong 001; Piotr Koniusz; Junxi Chen; Yew-Soon Ong (ECCV (4), 2024)

Region Attention Fine-tuning with CLIP for Few-shot Classification. - Guangxing Wu; Junxi Chen; Qiu Li; Wentao Zhang 005; Wei-Shi Zheng 001; Ruixuan Wang (ICME, 2024)

Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial Transferability. - Junxi Chen; Junhao Dong 001; Xiaohua Xie (CoRR, 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 002; Junxi Chen; Lingna Chen (Knowl. Based Syst., 2024)

MSS-UNet: A Multi-Spatial-Shift MLP-based UNet for skin lesion segmentation. - Wenhao Zhu; Jiya Tian; Mingzhi Chen 002; Lingna Chen; Junxi Chen (Comput. Biol. Medicine, 2024)

Mind the Trojan Horse: Image Prompt Adapter Enabling Scalable and Deceptive Jailbreaking. - Junxi Chen; Junhao Dong 001; Xiaohua Xie (CVPR, 2025)

Piecewise Physics-Constrained Neural Networks for solving second-order impulsive differential equations. - Junxi Chen; Liangcai Mei; Chuan Yang; Boyang Liu; Jiarong Han; Wulong Yao (Neurocomputing, 2025)

Attention-based BiLSTM-XGBoost model for reliability assessment and lifetime prediction of digital microfluidic systems. - Lifeng He; Qili Yang; Junxi Chen; Wenjing Liu; Zhijie Luo (PeerJ Comput. Sci., 2025)

Releasing Inequality Phenomenon in ℓ∞-Norm Adversarial Training via Input Gradient Distillation. - Junxi Chen; Junhao Dong 001; Xiaohua Xie; Jianhuang Lai (IEEE Trans. Inf. Forensics Secur., 2025)

Survey on Adversarial Attack and Defense for Medical Image Analysis: Methods and Challenges. - Junhao Dong 001; Junxi Chen; Xiaohua Xie; Jianhuang Lai; Hao Chen 011 (ACM Comput. Surv., 2025)

EEMD-MST-Resnet: a hybrid deep learning approach for predicting passenger flow in urban transportation hubs. - Junxi Chen; Zhenlin Wei (Neural Comput. Appl., 2025)

DAT: Dual-Branch Adapter-Tuning for Few-Shot Recognition. - Junxi Chen; Guangxing Wu; Hongxiang Li; Jiankang Chen; Wentao Zhang 005; Wei-Shi Zheng 001; Ruixuan Wang (IEEE Trans. Circuits Syst. Video Technol., 2025)