Junjie Huang

22 papers A* 2A 1Misc 2Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Contrastive and Dual Adversarial Representation Learning for Multi-View Clustering.
IEEE Trans. Knowl. Data Eng.
Yanwanyu Xi, Chang Tang, Junjie Huang, Xingchen Hu, Yuanyuan Liu, Xinwang Liu
2025 J jnl
A Lightweight Deep Exclusion Unfolding Network for Single Image Reflection Removal.
IEEE Trans. Pattern Anal. Mach. Intell.
Junjie Huang, Tianrui Liu, Zihan Chen, Xinwang Liu, Meng Wang, Pier Luigi Dragotti
2025 A conf
AIM-VR: All-in-One Video Restoration via Dual-Path Mamba with Frequency Adaptive Fusion.
ICME
Zhizhou Lu, Tianrui Liu, Zihan Chen, Junjie Huang, Xueqiong Li, Baili Xiao, Wentao Zhao
2025 A* conf
MM4flow: A Pre-trained Multi-modal Model for Versatile Network Traffic Analysis.
CCS
Luming Yang, Lin Liu, Junjie Huang, Zhuotao Liu, Shiyu Liang, Shaojing Fu, Yongjun Wang
2025 J jnl
Multi-View Clustering via Multi-Stage Fusion.
IEEE Trans. Multim.
Yu Gan, Yunning You, Junjie Huang, Sen Xiang, Chang Tang, Wei Hu, Shan An
2025 J jnl
Robustness Matters: Pre-Training Can Enhance the Performance of Encrypted Traffic Analysis.
IEEE Trans. Inf. Forensics Secur.
Luming Yang, Lin Liu, Junjie Huang, Jiangyong Shi, Shaojing Fu, Yongjun Wang, Jinshu Su
2025 J jnl
SMILENet: Unleashing Extra-Large Capacity Image Steganography via a Synergistic Mosaic InvertibLE Hiding Network.
CoRR
Junjie Huang, Zihan Chen, Tianrui Liu, Wentao Zhao, Xin Deng, Xinwang Liu, Meng Wang, Pier Luigi Dragotti
2025 J jnl
unFlowS: An Unsupervised Construction Scheme of Flow Spectrum for Network Traffic Detection.
IEEE Trans. Inf. Forensics Secur.
Luming Yang, Yongjun Wang, Lin Liu, Junjie Huang, Jiangyong Shi, Shaojing Fu, Shize Guo
2024 A* conf
Automatic and Aligned Anchor Learning Strategy for Multi-View Clustering.
ACM Multimedia
Huimin Ma, Siwei Wang, Shengju Yu, Suyuan Liu, Junjie Huang, Huijun Wu, Xinwang Liu, En Zhu
2023 J jnl
A Fast Automatic Method for Deconvoluting Macro X-Ray Fluorescence Data Collected From Easel Paintings.
IEEE Trans. Computational Imaging
Su Yan, Junjie Huang, Herman Verinaz-Jadan, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti
2023 J jnl
Learning-Based Reconstruction of FRI Signals.
IEEE Trans. Signal Process.
Vincent C. H. Leung, Junjie Huang, Yonina C. Eldar, Pier Luigi Dragotti
2023 J jnl
Metalearning-Based Alternating Minimization Algorithm for Nonconvex Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Jingyuan Xia, Shengxi Li, Junjie Huang, Zhixiong Yang, Imad M. Jaimoukha, Deniz Gündüz
2023 Misc conf
Super-Resolution for Macro X-Ray Fluorescence Data Collected from Old Master Paintings.
ICASSP
Su Yan, Herman Verinaz-Jadan, Junjie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti
2022 J jnl
Mixed X-Ray Image Separation for Artworks With Concealed Designs.
IEEE Trans. Image Process.
Wei Pu, Junjie Huang, Barak Sober, Nathan Daly, Catherine Higgitt, Ingrid Daubechies, Pier Luigi Dragotti, Miguel R. D. Rodrigues
2022 J jnl
Video Summarization Through Reinforcement Learning With a 3D Spatio-Temporal U-Net.
IEEE Trans. Image Process.
Tianrui Liu, Qingjie Meng, Junjie Huang, Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz
2022 J jnl
WINNet: Wavelet-Inspired Invertible Network for Image Denoising.
IEEE Trans. Image Process.
Junjie Huang, Pier Luigi Dragotti
2021 — conf
A Learning Based Approach to Separate Mixed X-Ray Images Associated with Artwork with Concealed Designs.
EUSIPCO
Wei Pu, Junjie Huang, Barak Sober, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti, Ingrid Daubechies, Miguel R. D. Rodrigues
2021 J jnl
Coupled Network for Robust Pedestrian Detection With Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling.
IEEE Trans. Image Process.
Tianrui Liu, Wenhan Luo, Lin Ma, Junjie Huang, Tania Stathaki, Tianhong Dai
2021 J jnl
Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal U-Net.
CoRR
Tianrui Liu, Qingjie Meng, Junjie Huang, Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz
2021 J jnl
When de Prony Met Leonardo: An Automatic Algorithm for Chemical Element Extraction From Macro X-Ray Fluorescence Data.
IEEE Trans. Computational Imaging
Su Yan, Junjie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti
2020 — conf
Demand Analysis of New Engineering Talents and Exploration of Specialty Construction Path in Application-Oriented Universities Under Intelligent Information Environment.
ATCI
Caihong Li, Junjie Huang, Xinzhi Tian, Zhihui Lin
2018 Misc conf
U-Fresh: An Fri-Based Single Image Super Resolution Algorithm and An Application in Image Compression.
ICASSP
Xin Deng, Junjie Huang, Mengying Liu, Pier Luigi Dragotti