Liang-Jian Deng

21 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3178-9772 ↗Homepage ↗

Venues

AAAI ×7 CVPR ×5 NeurIPS ×3 ACM MM ×2 ICCV ×2 EMNLP ×1 ICML ×1

Frequent coauthors

Zihan Cao

×6

Xiao Wu

×5

Yule Duan

×5

Yu Zhong

×4

Shangqi Deng

×4

Junming Hou

×3

Xiaofeng Cong

×3

Ran Ran

×2

Zihao Chen

×2

Junling Li

×2

Zeyu Xia

×2

Tianyu Xin

×2

Papers

NODiff: Neural Operator Diffusion for Multispectral Image Fusion
AAAI 2026 ·
Junming Hou
,
Ran Ran
,
Sixing Chen
,
Zihao Chen
,
Xiaofeng Cong
,
Junling Li
, Liang-Jian Deng
SWIFT：A General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening
AAAI 2026 ·
Zeyu Xia
,
Chenxi Sun
,
Tianyu Xin
,
Yubo Zeng
,
Haoyu Chen
, Liang-Jian Deng
Training and Inference Within 1 Second - Tackle Cross-Sensor Degradation of Real-World Pansharpening with Efficient Residual Feature Tailoring
AAAI 2026 ·
Tianyu Xin
,
Jin-Liang Xiao
,
Zeyu Xia
,
Shan Yin
, Liang-Jian Deng
A General Adaptive Dual-level Weighting Mechanism for Remote Sensing Pansharpening
CVPR 2025 ·
Jie Huang
,
Haorui Chen
,
Jiaxuan Ren
,
Siran Peng
, Liangjian Deng
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making
EMNLP 2025 ·
Xiao Wu
,
Ting-Zhu Huang
, Liang-Jian Deng,
Yanyuan Qiao
,
Imran Razzak
,
Yutong Xie
Adaptive Rectangular Convolution for Remote Sensing Pansharpening
CVPR 2025 ·
Xueyang Wang
,
Zhixin Zheng
,
Jiandong Shao
,
Yule Duan
, Liang-Jian Deng
Binarized Neural Network for Multi-spectral Image Fusion
CVPR 2025 ·
Junming Hou
,
Xiaoyu Chen
,
Ran Ran
,
Xiaofeng Cong
,
Xinyang Liu
,
Jian Wei You
, Liang-Jian Deng
Hyperspectral Pansharpening via Diffusion Models with Iteratively Zero-Shot Guidance
CVPR 2025 ·
Jin-Liang Xiao
,
Ting-Zhu Huang
, Liang-Jian Deng,
Guang Lin
,
Zihan Cao
,
Chao Li
,
Qibin Zhao
MMAIF: Multi-Task and Multi-Degradation All-in-One for Image Fusion with Language Guidance
ICCV 2025 ·
Zihan Cao
,
Yu Zhong
,
Ziqi Wang
, Liang-Jian Deng
OTIAS: OcTree Implicit Adaptive Sampling for Multispectral and Hyperspectral Image Fusion
AAAI 2025 ·
Shangqi Deng
,
Jun Ma
, Liang-Jian Deng,
Ping Wei
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening
AAAI 2025 ·
RuoCheng Wu
,
Zien Zhang
,
Shangqi Deng
,
Yule Duan
, Liang-Jian Deng
Physics-informed Neural Operator for Pansharpening
NeurIPS 2025 ·
Xinyang Liu
,
Junming Hou
,
Chenxu Wu
,
Xiaofeng Cong
,
Zihao Chen
,
Shangqi Deng
,
Junling Li
, Liang-Jian Deng,
Bo Liu
Taming Flow Matching With Unbalanced Optimal Transport Into Fast Pansharpening
ICCV 2025 ·
Zihan Cao
,
Yu Zhong
, Liang-Jian Deng
Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening
AAAI 2025 ·
Jie Huang
,
Rui Huang
,
Jinghao Xu
,
Siran Peng
,
Yule Duan
, Liang-Jian Deng
A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion
ACM MM 2024 ·
Zihan Cao
,
Xiao Wu
, Liang-Jian Deng,
Yu Zhong
Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening
CVPR 2024 ·
Yule Duan
,
Xiao Wu
,
Haoyu Deng
, Liang-Jian Deng
Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
ICML 2024 ·
Haoyu Deng
,
Zijing Xu
,
Yule Duan
,
Xiao Wu
,
Wenjie Shu
, Liang-Jian Deng
Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion
NeurIPS 2024 ·
Yu-Jie Liang
,
Zihan Cao
,
Shangqi Deng
,
Hong-Xia Dou
, Liang-Jian Deng
Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks
AAAI 2024 ·
Xuerui Qiu
,
Rui-Jie Zhu
,
Yuhong Chou
,
Zhaorui Wang
, Liang-Jian Deng,
Guoqi Li
Illumination Distribution Prior for Low-light Image Enhancement
ACM MM 2024 ·
Chao Wang
,
Yang Zhou
,
Liangtian He
,
Fenglai Lin
,
Hongming Chen
, Liang-Jian Deng
SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening
NeurIPS 2024 ·
Yu Zhong
,
Xiao Wu
, Liang-Jian Deng,
Zihan Cao
,
Hong-Xia Dou