MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes. - Xingyuan Li 005; Jinyuan Liu 001; Yixin Lei; Long Ma 002; Xin Fan 001; Risheng Liu (CoRR, 2023)

AdvMono3D: Advanced Monocular 3D Object Detection with Depth-Aware Robust Adversarial Training. - Xingyuan Li 005; Jinyuan Liu 001; Long Ma 002; Xin Fan 001; Risheng Liu (CoRR, 2023)

Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks. - Zhiying Jiang; Xingyuan Li 005; Jinyuan Liu 001; Xin Fan 001; Risheng Liu (AAAI, 2024)

Enhancing Neural Radiance Fields with Adaptive Multi-Exposure Fusion: A Bilevel Optimization Approach for Novel View Synthesis. - Yang Zou 004; Xingyuan Li 005; Zhiying Jiang; Jinyuan Liu 001 (AAAI, 2024)

Contourlet Residual for Prompt Learning Enhanced Infrared Image Super-Resolution. - Xingyuan Li 005; Jinyuan Liu 001; Zhixin Chen; Yang Zou 004; Long Ma 002; Xin Fan 001; Risheng Liu (ECCV (3), 2024)

AEAM3D: Adverse Environment-Adaptive Monocular 3D Object Detection via Feature Extraction Regularization. - Yixin Lei; Xingyuan Li 005; Zhiying Jiang; Xinrui Ju; Jinyuan Liu 001 (ICASSP, 2024)

Adaptive Multi-Exposure Fusion for Enhanced Neural Radiance Fields. - Yang Zou 004; Xingyuan Li 005; Zhiying Jiang; Tiantian Yan; Jinyuan Liu 001 (ICASSP, 2024)

From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion. - Xingyuan Li 005; Yang Zou 004; Jinyuan Liu 001; Zhiying Jiang; Long Ma 002; Xin Fan 001; Risheng Liu (CoRR, 2024)

Contourlet Refinement Gate Framework for Thermal Spectrum Distribution Regularized Infrared Image Super-Resolution. - Yang Zou 004; Zhixin Chen; Zhipeng Zhang; Xingyuan Li 005; Long Ma 002; Jinyuan Liu 001; Peng Wang; Yanning Zhang (CoRR, 2024)

Modality Decoupling is All You Need: A Simple Solution for Unsupervised Hyperspectral Image Fusion. - Songcheng Du; Yang Zou 004; Zixu Wang; Xingyuan Li 005; Ying Li; Qiang Shen (CoRR, 2024)

DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion. - Jinyuan Liu 001; Bowei Zhang; Qingyun Mei; Xingyuan Li 005; Yang Zou 004; Zhiying Jiang; Long Ma 002; Risheng Liu; Xin Fan 001 (CVPR, 2025)

Modeling detail feature connections for infrared image enhancement. - Ziang Meng; Kaiqi Han; Yuchun He; Yuhan He; Xingyuan Li 005; Yang Zou 004 (Neurocomputing, 2025)

DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution. - Xingyuan Li 005; Zirui Wang; Yang Zou 004; Zhixin Chen; Jun Ma; Zhiying Jiang; Long Ma 002; Jinyuan Liu 001 (CoRR, 2025)

PromptFusion: Harmonized Semantic Prompt Learning for Infrared and Visible Image Fusion. - Jinyuan Liu 001; Xingyuan Li 005; Zirui Wang; Zhiying Jiang; Wei Zhong; Wei Fan 011; Bin Xu 003 (IEEE CAA J. Autom. Sinica, 2025)