Deng, Liang-Jian

23 publications

CVPR 2025 Adaptive Rectangular Convolution for Remote Sensing Pansharpening Xueyang Wang, Zhixin Zheng, Jiandong Shao, Yule Duan, Liang-Jian Deng

CVPR 2025 Binarized Neural Network for Multi-Spectral Image Fusion Junming Hou, Xiaoyu Chen, Ran Ran, Xiaofeng Cong, Xinyang Liu, Jian Wei You, Liang-Jian Deng

CVPR 2025 Hyperspectral Pansharpening via Diffusion Models with Iteratively Zero-Shot Guidance Jin-Liang Xiao, Ting-Zhu Huang, Liang-Jian Deng, Guang Lin, Zihan Cao, Chao Li, Qibin Zhao

ICCV 2025 MMAIF: Multi-Task and Multi-Degradation All-in-One for Image Fusion with Language Guidance Zihan Cao, Yu Zhong, Ziqi Wang, Liang-Jian Deng

AAAI 2025 OTIAS: OcTree Implicit Adaptive Sampling for Multispectral and Hyperspectral Image Fusion Shangqi Deng, Jun Ma, Liang-Jian Deng, Ping Wei

AAAI 2025 PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening RuoCheng Wu, Zien Zhang, Shangqi Deng, Yule Duan, Liang-Jian Deng

NeurIPS 2025 Physics-Informed Neural Operator for Pansharpening Xinyang Liu, Junming Hou, Chenxu Wu, Xiaofeng Cong, Zihao Chen, Shangqi Deng, Junling Li, Liang-Jian Deng, Bo Liu

ICCV 2025 Taming Flow Matching with Unbalanced Optimal Transport into Fast Pansharpening Zihan Cao, Yu Zhong, Liang-Jian Deng

AAAI 2025 Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening Jie Huang, Rui Huang, Jinghao Xu, Siran Peng, Yule Duan, Liang-Jian Deng

CVPR 2024 Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening Yule Duan, Xiao Wu, Haoyu Deng, Liang-Jian Deng

ICML 2024 Exploring the Low-Pass Filtering Behavior in Image Super-Resolution Haoyu Deng, Zijing Xu, Yule Duan, Xiao Wu, Wenjie Shu, Liang-Jian Deng

NeurIPS 2024 Fourier-Enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion Yu-Jie Liang, Zihan Cao, Shangqi Deng, Hong-Xia Dou, Liang-Jian Deng

AAAI 2024 Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks Xuerui Qiu, Rui-Jie Zhu, Yuhong Chou, Zhaorui Wang, Liang-Jian Deng, Guoqi Li

NeurIPS 2024 SSDiff: Spatial-Spectral Integrated Diffusion Model for Remote Sensing Pansharpening Yu Zhong, Xiao Wu, Zihan Cao, Hong-Xia Dou, Liang-Jian Deng

IJCAI 2023 Bidirectional Dilation Transformer for Multispectral and Hyperspectral Image Fusion Shangqi Deng, Liang-Jian Deng, Xiao Wu, Ran Ran, Rui Wen

IJCAI 2023 LGPConv: Learnable Gaussian Perturbation Convolution for Lightweight Pansharpening Chen-Yu Zhao, Tian-Jing Zhang, Ran Ran, Zhi-Xuan Chen, Liang-Jian Deng

IJCAI 2022 A Decoder-Free Transformer-like Architecture for High-Efficiency Single Image Deraining Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Tian-Jing Zhang

AAAI 2022 LAGConv: Local-Context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening Zi-Rong Jin, Tian-Jing Zhang, Tai-Xiang Jiang, Gemine Vivone, Liang-Jian Deng

IJCAI 2022 Source-Adaptive Discriminative Kernels Based Network for Remote Sensing Pansharpening Siran Peng, Liang-Jian Deng, Jin-Fan Hu, Yu-Wei Zhuo

IJCAI 2022 SpanConv: A New Convolution via Spanning Kernel Space for Lightweight Pansharpening Zhi-Xuan Chen, Cheng Jin, Tian-Jing Zhang, Xiao Wu, Liang-Jian Deng

NeurIPS 2022 Tensor Wheel Decomposition and Its Tensor Completion Application Zhong-Cheng Wu, Ting-Zhu Huang, Liang-Jian Deng, Hong-Xia Dou, Deyu Meng

ICCV 2021 Dynamic Cross Feature Fusion for Remote Sensing Pansharpening Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Tian-Jing Zhang

CVPR 2017 A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang