Shangqi Deng

According to our database, Shangqi Deng authored at least 20 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Adaptive 3D Convolution for Remote Sensing Image Fusion.

Siran Peng, Xiangyu Zhu, Shang-Qi Deng, Liang-Jian Deng, Zhen Lei

IEEE Trans. Image Process., 2026

2025

SelfAI: Building a Self-Training AI System with LLM Agents.

Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Xiaobing Yu, Yu Zhong, Shangqi Deng, Ufaq Khan, Jianghao Wu, Xiaofeng Liu, Imran Razzak, Xiaojun Chang, Yutong Xie

CoRR, December, 2025

ResPanDiff: Diffusion Model for Pansharpening by Inferring Residual Inference.

Shiqi Cao, Liang-Jian Deng, Shangqi Deng

CoRR, January, 2025

Mamba Collaborative Implicit Neural Representation for Hyperspectral and Multispectral Remote Sensing Image Fusion.

Chunyu Zhu, Shangqi Deng, Xuan Song, Yachao Li, Qi Wang

IEEE Trans. Geosci. Remote. Sens., 2025

IOVarNet: Inner-Outer Variation Synergy Network for Infrared Small Target Detection.

Shangwei Deng, Qianwen Ma, Bincheng Li, Liaoran Jin, Kepeng Xu, Shangqi Deng, Xiaobo Li, Haofeng Hu

IEEE Trans. Geosci. Remote. Sens., 2025

NeRI: Implicit Neural Representation for Infrared Small Target Detection.

Shangwei Deng, Qianwen Ma, Shangqi Deng, Ziqian Chen, Ruoqi Lian, Bincheng Li, Anqi Liu, Kepeng Xu, Xiaobo Li, Haofeng Hu

IEEE Trans. Geosci. Remote. Sens., 2025

A spatial-frequency dual-domain implicit guidance method for hyperspectral and multispectral remote sensing image fusion based on Kolmogorov-Arnold Network.

Chunyu Zhu, Xuan Song, Yachao Li, Shangqi Deng, Tinghao Zhang

Inf. Fusion, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

TOTP: Transferable Online Pedestrian Trajectory Prediction with Temporal-Adaptive Mamba Latent Diffusion.

Ziyang Ren, Ping Wei, Shangqi Deng, Haowen Tang, Jiapeng Li, Huan Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening.

RuoCheng Wu, Zien Zhang, Shangqi Deng, Yule Duan, Liang-Jian Deng

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

OTIAS: OcTree Implicit Adaptive Sampling for Multispectral and Hyperspectral Image Fusion.

Shangqi Deng, Jun Ma, Liang-Jian Deng, Ping Wei

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

INF³: Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion.

RuoCheng Wu, Shangqi Deng, Ran Ran, Hong-Xia Dou, Liang-Jian Deng

IEEE Trans. Computational Imaging, 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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Hyperspectral and multispectral remote sensing image fusion using SwinGAN with joint adaptive spatial-spectral gradient loss function.

Chunyu Zhu, Shangqi Deng, Jiaxin Li, Ying Zhang, Liwei Gong, Liangbo Gao, Na Ta, Shengbo Chen, Qiong Wu

Int. J. Digit. Earth, December, 2023

QIS-GAN: A Lightweight Adversarial Network With Quadtree Implicit Sampling for Multispectral and Hyperspectral Image Fusion.

Chunyu Zhu, Shangqi Deng, Yingjie Zhou, Liang-Jian Deng, Qiong Wu

IEEE Trans. Geosci. Remote. Sens., 2023

PSRT: Pyramid Shuffle-and-Reshuffle Transformer for Multispectral and Hyperspectral Image Fusion.

Shang-Qi Deng, Liang-Jian Deng, Xiao Wu, Ran Ran, Danfeng Hong, Gemine Vivone

IEEE Trans. Geosci. Remote. Sens., 2023

APLA: Additional Perturbation for Latent Noise with Adversarial Training Enables Consistency.

Yupu Yao, Shangqi Deng, Zihan Cao, Harry Zhang, Liang-Jian Deng

CoRR, 2023

Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion.

Shang-Qi Deng, RuoCheng Wu, Liang-Jian Deng, Ran Ran, Tai-Xiang Jiang

CoRR, 2023

Bidirectional Dilation Transformer for Multispectral and Hyperspectral Image Fusion.

Shangqi Deng, Liang-Jian Deng, Xiao Wu, Ran Ran, Rui Wen

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Estimation of crop residue cover in rice paddies by a dynamic-quadripartite pixel model based on Sentinel-2A data.

Zhendong Sun, Qilei Zhu, Shangqi Deng, Xu Li, Xueqian Hu, Riqiang Chen, Guowen Shao, Hao Yang, Guijun Yang

Int. J. Appl. Earth Obs. Geoinformation, 2022