Junhao Jia

According to our database, Junhao Jia authored at least 16 papers between 2022 and 2026.

Collaborative distances:

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

2026

Beyond the Individual: Virtualizing Multi-Disciplinary Reasoning for Clinical Intake via Collaborative Agents.

Huangwei Chen, Wu Li, Junhao Jia, Yining Chen, Xiaotao Pang, YaLong Chen, Gonghui Li, Haishuai Wang, Jiajun Bu, Lei Wu

CoRR, April, 2026

Sci-Mind: Cognitively-Inspired Adversarial Debate for Autonomous Mathematical Modeling.

Junhao Jia, Huangwei Chen, Ruiying Sun, Yanhui Song, Haishuai Wang, Jiajun Bu, Lei Wu

CoRR, March, 2026

This Looks Distinctly Like That: Grounding Interpretable Recognition in Stiefel Geometry against Neural Collapse.

Junhao Jia, Jiaqi Wang, Yunyou Liu, Haodong Jing, Yueyi Wu, Xian Wu, Yefeng Zheng

CoRR, March, 2026

Unsupervised Causal Prototypical Networks for De-biased Interpretable Dermoscopy Diagnosis.

Junhao Jia, Yueyi Wu, Huangwei Chen, Haodong Jing, Haishuai Wang, Jiajun Bu, Lei Wu

CoRR, February, 2026

Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading.

Huangwei Chen, Junhao Jia, Ruocheng Li, Cunyuan Yang, Wu Li, Xiaotao Pang, Yifei Chen, Haishuai Wang, Jiajun Bu, Lei Wu

CoRR, February, 2026

Direction-aware frequency domain network for fine-grained cloud removal in remote sensing images.

Junhao Jia, Jiayang Zhang, Hongjia Qu, Shengmei Chen, Haoxiang Wang, Yuting Yang, Yaowei Li, Xiaoxuan Chen, Bo Jiang

Expert Syst. Appl., 2026

Multi-level deep imaging features fusion for lung nodule malignancy prediction.

Meilin Zheng, Qian Jia, Jianmin Zhang, Junhao Jia, Junzhe Fu

Biomed. Signal Process. Control., 2026

ECTDSC-FPNet: An efficient contextual transformer and depthwise separable convolutional feature pyramid network combining multi-strategy loss optimization for apple leaf and disease segmentation.

Junhao Jia, Jianlong Wang, Zhaozhao Xu, Shan Li, Yake Zhang, Wenfeng Feng

Appl. Soft Comput., 2026

WDT-MD: Wavelet Diffusion Transformers for Microaneurysm Detection in Fundus Images.

Yifei Sun, Yuzhi He, Junhao Jia, Jinhong Wang, Ruiquan Ge, Changmiao Wang, Hongxia Xu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Geodesic Prototype Matching via Diffusion Maps for Interpretable Fine-Grained Recognition.

Junhao Jia, Yunyou Liu, Yifei Sun, Huangwei Chen, Feiwei Qin, Changmiao Wang, Yong Peng

CoRR, September, 2025

Brain-HGCN: A Hyperbolic Graph Convolutional Network for Brain Functional Network Analysis.

Junhao Jia, Yunyou Liu, Cheng Yang, Yifei Sun, Feiwei Qin, Changmiao Wang, Yong Peng

CoRR, September, 2025

Multiscale Spatial-Spectral CNN-Transformer Network for Hyperspectral Image Super-Resolution.

Jiayang Zhang, Hongjia Qu, Junhao Jia, Yaowei Li, Bo Jiang, Xiaoxuan Chen, Jinye Peng

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

RTGMFF: Enhanced fMRI-Based Brain Disorder Diagnosis via ROI-Driven Text Generation and Multimodal Feature Fusion.

Junhao Jia, Yifei Sun, Yunyou Liu, Cheng Yang, Changmiao Wang, Feiwei Qin, Yong Peng, Wenwen Min

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2023

GLTF-Net: Deep-Learning Network for Thick Cloud Removal of Remote Sensing Images via Global-Local Temporality and Features.

Junhao Jia, Mingzhong Pan, Yaowei Li, Yanchao Yin, Shengmei Chen, Hongjia Qu, Xiaoxuan Chen, Bo Jiang

Remote. Sens., November, 2023

Reference-Based Super-Resolution Method for Remote Sensing Images with Feature Compression Module.

Jiayang Zhang, Wanxu Zhang, Bo Jiang, Xiaodan Tong, Keya Chai, Yanchao Yin, Lin Wang, Junhao Jia, Xiaoxuan Chen

Remote. Sens., February, 2023

2022

A deep-learning reconstruction method for remote sensing images with large thick cloud cover.

Bo Jiang, Xiaoyang Li, Haozhan Chong, Yuwei Wu, Yaowei Li, Junhao Jia, Shuaibo Wang, Jinshuai Wang, Xiaoxuan Chen

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