Jun-Jie Huang

26 papers A* 2Misc 7Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
SPA: A poisoning attack framework for graph neural networks through searching and pairing.
Mach. Learn.
Xiao Liu, Jun-Jie Huang, Wentao Zhao, Ziyue Wang, Zihan Chen, Yi Pan
2025 A* conf
VSumMamba: Mamba Empowered Efficient Video Summarization with Multi-Scale Spatial-Temporal Modeling.
ACM Multimedia
Yamiao Ding, Tianrui Liu, Zhizhou Lu, Jun-Jie Huang, Wentao Zhao, Xinwang Liu, Meng Wang
2024 Misc conf
DURRNET: Deep Unfolded Single Image Reflection Removal Network with Joint Prior.
ICASSP
Jun-Jie Huang, Tianrui Liu, Jingyuan Xia, Meng Wang, Pier Luigi Dragotti
2024 J jnl
DeMPAA: Deployable Multi-Mini-Patch Adversarial Attack for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jun-Jie Huang, Ziyue Wang, Tianrui Liu, Wenhan Luo, Zihan Chen, Wentao Zhao, Meng Wang
2023 J jnl
Multi-view subspace clustering via adaptive graph learning and late fusion alignment.
Neural Networks
Chuan Tang, Kun Sun, Chang Tang, Xiao Zheng, Xinwang Liu, Jun-Jie Huang, Wei Zhang
2022 — conf
FRISPEE: FRI-Based Single Image Super-Resolution with Deep Recursive Residual Network.
EUSIPCO
Renke Wang, Jun-Jie Huang, Pier Luigi Dragotti
2022 J jnl
Mixed X-Ray Image Separation for Artworks with Concealed Designs.
CoRR
Wei Pu, Jun-Jie Huang, Barak Sober, Nathan Daly, Catherine Higgitt, Ingrid Daubechies, Pier Luigi Dragotti, Miguel R. D. Rodrigues
2022 A* conf
Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel.
NeurIPS
Weixuan Liang, Xinwang Liu, Yong Liu, Sihang Zhou, Jun-Jie Huang, Siwei Wang, Jiyuan Liu, Yi Zhang, En Zhu
2021 J jnl
Deep phase retrieval: Analyzing over-parameterization in phase retrieval.
Signal Process.
Qi Yu, Jun-Jie Huang, Jubo Zhu, Wei Dai, Pier Luigi Dragotti
2021 — conf
LINN: Lifting Inspired Invertible Neural Network for Image Denoising.
EUSIPCO
Jun-Jie Huang, Pier Luigi Dragotti
2021 J jnl
LINN: Lifting Inspired Invertible Neural Network for Image Denoising.
CoRR
Jun-Jie Huang, Pier Luigi Dragotti
2021 — conf
Reconstruction of FRI Signals using Autoencoders with Fixed Decoders.
EUSIPCO
Vincent C. H. Leung, Jun-Jie Huang, Yonina C. Eldar, Pier Luigi Dragotti
2020 Misc conf
Gated Multi-Layer Convolutional Feature Extraction Network for Robust Pedestrian Detection.
ICASSP
Tianrui Liu, Jun-Jie Huang, Tianhong Dai, Guangyu Ren, Tania Stathaki
2020 J jnl
Learning Deep Analysis Dictionaries - Part I: Unstructured Dictionaries.
CoRR
Jun-Jie Huang, Pier Luigi Dragotti
2020 J jnl
Learning Deep Analysis Dictionaries - Part II: Convolutional Dictionaries.
CoRR
Jun-Jie Huang, Pier Luigi Dragotti
2020 J jnl
Learning Deep Analysis Dictionaries for Image Super-Resolution.
IEEE Trans. Signal Process.
Jun-Jie Huang, Pier Luigi Dragotti
2020 J jnl
Meta-learning for Multi-variable Non-convex Optimization Problems: Iterating Non-optimums Makes Optimum Possible.
CoRR
Jingyuan Xia, Shengxi Li, Jun-Jie Huang, Imad M. Jaimoukha, Xinwang Liu
2020 Misc conf
Reconstruction of Fri Signals Using Deep Neural Network Approaches.
ICASSP
Vincent C. H. Leung, Jun-Jie Huang, Pier Luigi Dragotti
2020 Misc conf
Revealing Hidden Drawings in Leonardo's 'the Virgin of the Rocks' from Macro X-Ray Fluorescence Scanning Data through Element Line Localisation.
ICASSP
Su Yan, Jun-Jie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti
2019 Misc conf
A Deep Dictionary Model to Preserve and Disentangle Key Features in a Signal.
ICASSP
Jun-Jie Huang, Pier Luigi Dragotti
2019 J jnl
Coupled Network for Robust Pedestrian Detection with Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling.
CoRR
Tianrui Liu, Wenhan Luo, Lin Ma, Jun-Jie Huang, Tania Stathaki, Tianhong Dai
2019 J jnl
Gated Multi-layer Convolutional Feature Extraction Network for Robust Pedestrian Detection.
CoRR
Tianrui Liu, Jun-Jie Huang, Tianhong Dai, Guangyu Ren, Tania Stathaki
2018 Misc conf
A Deep Dictionary Model for Image Super-Resolution.
ICASSP
Jun-Jie Huang, Pier Luigi Dragotti
2018 J jnl
Photo Realistic Image Completion via Dense Correspondence.
IEEE Trans. Image Process.
Jun-Jie Huang, Pier Luigi Dragotti
2017 Misc conf
ProSparse extension: Prony's based sparse pattern recovery with extended dictionaries.
ICASSP
Jun-Jie Huang, Pier Luigi Dragotti
2017 — conf
SRHRF+: Self-Example Enhanced Single Image Super-Resolution Using Hierarchical Random Forests.
CVPR Workshops
Jun-Jie Huang, Tianrui Liu, Pier Luigi Dragotti, Tania Stathaki