Junchao Zhu

According to our database, Junchao Zhu authored at least 41 papers between 2008 and 2026.

Collaborative distances:

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

2026

MORI-Seg: Learning Morphological Geometry for Instance Segmentation without Instance Annotations.

Leiyue Zhao, Tianyu Shi, Daniel Reisenbüchler, Xinzi He, Junchao Zhu, Tianyuan Yao, Yuechen Yang, Yanfan Zhu, Junlin Guo, Gelei Xu, Haichun Yang, Yuankai Huo, Mert R. Sabuncu, Yihe Yang, Ruining Deng

CoRR, May, 2026

DUET: Dual-Paradigm Adaptive Expert Triage with Single-cell Inductive Prior for Spatial Transcriptomics Prediction.

Junchao Zhu, Ruining Deng, Junlin Guo, Tianyuan Yao, Chongyu Qu, Juming Xiong, Zhengyi Lu, Yanfan Zhu, Marilyn Lionts, Yuechen Yang, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo

CoRR, May, 2026

Explainable Pathomics Feature Visualization via Correlation-aware Conditional Feature Editing.

Yuechen Yang, Junlin Guo, Ruining Deng, Junchao Zhu, Zhengyi Lu, Chongyu Qu, Yanfan Zhu, Xingyi Guo, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo

CoRR, February, 2026

MASC: Metal-Aware Sampling and Correction via Reinforcement Learning for Accelerated MRI.

Zhengyi Lu, Ming Lu, Chongyu Qu, Junchao Zhu, Junlin Guo, Marilyn Lionts, Yanfan Zhu, Yuechen Yang, Tianyuan Yao, Jayasai Rajagopal, Bennett Allan Landman, Xiao Wang, Xinqiang Yan, Yuankai Huo

CoRR, February, 2026

AdaFuse: Adaptive Multimodal Fusion for Lung Cancer Risk Prediction via Reinforcement Learning.

Chongyu Qu, Zhengyi Lu, Yuxiang Lai, Thomas Z. Li, Junchao Zhu, Junlin Guo, Juming Xiong, Yanfan Zhu, Yuechen Yang, Allen J. Luna, Kim L. Sandler, Bennett A. Landman, Yuankai Huo

CoRR, February, 2026

A comprehensive survey of computer vision methods for spatial transcriptomics.

Junchao Zhu, Ruining Deng, Junlin Guo, Tianyuan Yao, Siqi Lu, Chongyu Qu, Juming Xiong, Yanfan Zhu, Zhengyi Lu, Yuechen Yang, Marilyn Lionts, Yucheng Tang, Daguang Xu, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo

Briefings Bioinform., 2026

2025

HistoWAS: A Pathomics Framework for Large-Scale Feature-Wide Association Studies of Tissue Topology and Patient Outcomes.

Yuechen Yang, Junlin Guo, Yanfan Zhu, Jialin Yue, Junchao Zhu, Yu Wang, Shilin Zhao, Haichun Yang, Xingyi Guo, Jovan Tanevski, Laura Barisoni, Avi Z. Rosenberg, Yuankai Huo

CoRR, December, 2025

SCR2-ST: Combine Single Cell with Spatial Transcriptomics for Efficient Active Sampling via Reinforcement Learning.

Junchao Zhu, Ruining Deng, Junlin Guo, Tianyuan Yao, Chongyu Qu, Juming Xiong, Siqi Lu, Zhengyi Lu, Yanfan Zhu, Marilyn Lionts, Yuechen Yang, Yalin Zheng, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo

CoRR, December, 2025

From Classification to Cross-Modal Understanding: Leveraging Vision-Language Models for Fine-Grained Renal Pathology.

Zhenhao Guo, Rachit Saluja, Tianyuan Yao, Quan Liu, Junchao Zhu, Haibo Wang, Daniel Reisenbüchler, Yuankai Huo, Benjamin Liechty, David J. Pisapia, Kenji Ikemura, Steven Salvatoree, Surya Seshane, Mert R. Sabuncu, Yihe Yang, Ruining Deng

CoRR, November, 2025

Cohort-Aware Agents for Individualized Lung Cancer Risk Prediction Using a Retrieval-Augmented Model Selection Framework.

Chongyu Qu, Allen J. Luna, Thomas Z. Li, Junchao Zhu, Junlin Guo, Juming Xiong, Kim L. Sandler, Bennett A. Landman, Yuankai Huo

CoRR, August, 2025

Img2ST-Net: Efficient High-Resolution Spatial Omics Prediction from Whole Slide Histology Images via Fully Convolutional Image-to-Image Learning.

Junchao Zhu, Ruining Deng, Junlin Guo, Tianyuan Yao, Juming Xiong, Chongyu Qu, Mengmeng Yin, Yu Wang, Shilin Zhao, Haichun Yang, Daguang Xu, Yucheng Tang, Yuankai Huo

CoRR, August, 2025

ZeroReg3D: A Zero-shot Registration Pipeline for 3D Consecutive Histopathology Image Reconstruction.

Juming Xiong, Ruining Deng, Jialin Yue, Siqi Lu, Junlin Guo, Marilyn Lionts, Tianyuan Yao, Can Cui, Junchao Zhu, Chongyu Qu, Mengmeng Yin, Haichun Yang, Yuankai Huo

CoRR, June, 2025

IRS: Incremental Relationship-guided Segmentation for Digital Pathology.

Ruining Deng, Junchao Zhu, Juming Xiong, Can Cui, Tianyuan Yao, Junlin Guo, Siqi Lu, Marilyn Lionts, Mengmeng Yin, Yu Wang, Shilin Zhao, Yucheng Tang, Yihe Yang, Paul Dennis Simonson, Mert R. Sabuncu, Haichun Yang, Yuankai Huo

CoRR, May, 2025

DeepAndes: A Self-Supervised Vision Foundation Model for Multi-Spectral Remote Sensing Imagery of the Andes.

Junlin Guo, James Zimmer-Dauphinee, Jordan M. Nieusma, Siqi Lu, Quan Liu, Ruining Deng, Can Cui, Jialin Yue, Yizhe Lin, Tianyuan Yao, Juming Xiong, Junchao Zhu, Chongyu Qu, Yuechen Yang, D. Mitchell Wilkes, Xiao Wang, Parker VanValkenburgh, Steven A. Wernke, Yuankai Huo

CoRR, April, 2025

MagNet: Multi-Level Attention Graph Network for Predicting High-Resolution Spatial Transcriptomics.

Junchao Zhu, Ruining Deng, Tianyuan Yao, Juming Xiong, Chongyu Qu, Junlin Guo, Siqi Lu, Yucheng Tang, Daguang Xu, Mengmeng Yin, Yu Wang, Shilin Zhao, Yaohong Wang, Haichun Yang, Yuankai Huo

CoRR, February, 2025

CASC-AI: Consensus-aware Self-corrective AI Agents for Noise Cell Segmentation.

Ruining Deng, Yihe Yang, David J. Pisapia, Benjamin Liechty, Junchao Zhu, Juming Xiong, Junlin Guo, Zhengyi Lu, Jiacheng Wang, Xing Yao, Runxuan Yu, Rendong Zhang, Gaurav Rudravaram, Mengmeng Yin, Pinaki Sarder, Haichun Yang, Yuankai Huo, Mert R. Sabuncu

CoRR, February, 2025

Post-Training Quantization for 3D Medical Image Segmentation: A Practical Study on Real Inference Engines.

Chongyu Qu, Ritchie Zhao, Ye Yu, Bin Liu, Tianyuan Yao, Junchao Zhu, Bennett A. Landman, Yucheng Tang, Yuankai Huo

CoRR, January, 2025

DeepAndes: A Self-Supervised Vision Foundation Model for Multispectral Remote Sensing Imagery of the Andes.

Junlin Guo, James Zimmer-Dauphinee, Jordan M. Nieusma, Siqi Lu, Quan Liu, Ruining Deng, Can Cui, Jialin Yue, Yizhe Lin, Tianyuan Yao, Juming Xiong, Junchao Zhu, Chongyu Qu, Yuechen Yang, D. Mitchell Wilkes, Xiao Wang, Parker VanValkenburgh, Steven A. Wernke, Yuankai Huo

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

Dual Teacher with Dempster-Shafer Guidance for Decision Making in Semi-Supervised Small Object Detection.

Nan Gao, Junchao Zhu, Yilong Zhang, Ronghua Liang, Guodao Sun, Peng Chen

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics.

Junchao Zhu, Ruining Deng, Tianyuan Yao, Juming Xiong, Chongyu Qu, Junlin Guo, Siqi Lu, Mengmeng Yin, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Revealing cell-cell communication pathways with their spatially coupled gene programs.

Junchao Zhu, Hao Dai, Luonan Chen

Briefings Bioinform., May, 2024

Cross-Species Data Integration for Enhanced Layer Segmentation in Kidney Pathology.

Junchao Zhu, Mengmeng Yin, Ruining Deng, Yitian Long, Yu Wang, Yaohong Wang, Shilin Zhao, Haichun Yang, Yuankai Huo

CoRR, 2024

ACPNet: Enhancing Small-Scale Dieases Detection in Panoramic X-rays.

Nan Gao, Junchao Zhu, Peng Chen, Jijun Tang, Feng Jiang, Ronghua Liang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Learning Adaptive Node Embeddings Across Graphs.

Gaoyang Guo, Chaokun Wang, Bencheng Yan, Yunkai Lou, Hao Feng, Junchao Zhu, Jun Chen, Fei He, Philip S. Yu

IEEE Trans. Knowl. Data Eng., June, 2023

ClusterSeg: A crowd cluster pinpointed nucleus segmentation framework with cross-modality datasets.

Jing Ke, Yizhou Lu, Yiqing Shen, Junchao Zhu, Yijin Zhou, Jinghan Huang, Jieteng Yao, Xiaoyao Liang, Yi Guo, Zhonghua Wei, Sheng Liu, Qin Huang, Fusong Jiang, Dinggang Shen

Medical Image Anal., April, 2023

An Anti-biased TBSRTC-Category Aware Nuclei Segmentation Framework with a Multi-label Thyroid Cytology Benchmark.

Junchao Zhu, Yiqing Shen, Haolin Zhang, Jing Ke

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Study on the Construction of a Time-Space Four-Dimensional Combined Imaging Model and Moving Target Location Prediction Model.

Junchao Zhu, Qi Zeng, Fangfang Han, Huifeng Cao, Yongxin Bian, Chenhong Wei

Sensors, 2022

Study on the detection of door locks for through-door elevators.

Shengtao Tang, Guojian Yu, Junchao Zhu, Lubin Feng, Dongxin Li, Wei Cao

Proceedings of the 4th International Conference on Artificial Intelligence and Advanced Manufacturing, 2022

2021

Transfer Subspace Learning for Unsupervised Cross-Corpus Speech Emotion Recognition.

Na Liu, Baofeng Zhang, Bin Liu, Jingang Shi, Lei Yang, Zhiwei Li, Junchao Zhu

IEEE Access, 2021

A New Semantic SLAM Mapping Algorithm Based on Improved YOLOv5.

Weixiang Shen, Yongxing Jia, Mingcan Li, Junchao Zhu

Proceedings of the 14th International Congress on Image and Signal Processing, 2021

2020

Fish Shoals Behavior Detection Based on Convolutional Neural Network and Spatiotemporal Information.

Fangfang Han, Junchao Zhu, Bin Liu, Baofeng Zhang, Fuhua Xie

IEEE Access, 2020

2019

Algorithm Design for Edge Detection of High-Speed Moving Target Image under Noisy Environment.

Fangfang Han, Bin Liu, Junchao Zhu, Baofeng Zhang

Sensors, 2019

Forbidden Nodes Aware Community Search.

Chaokun Wang, Junchao Zhu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

汽车喷油器噪声测量系统的设计 (Design of Noise Measurement System for Automobile Injector).

Junchao Zhu, Tan Wang, Baofeng Zhang

计算机科学, 2018

Unsupervised Cross-Corpus Speech Emotion Recognition Using Domain-Adaptive Subspace Learning.

Na Liu, Yuan Zong, Baofeng Zhang, Li Liu, Jie Chen, Guoying Zhao, Junchao Zhu

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Super Wide Regression Network for Unsupervised Cross-Database Facial Expression Recognition.

Na Liu, Baofeng Zhang, Yuan Zong, Li Liu, Jie Chen, Guoying Zhao, Junchao Zhu

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2016

An Improved NMS-Based Adaptive Edge Detection Method and Its FPGA Implementation.

Enzeng Dong, Zhao Yao, Yu Xiao, Junchao Zhu, Chao Chen

J. Sensors, 2016

2015

Research on the feature set construction method for spherical stereo vision.

Junchao Zhu, Li Wan, Juha Röning, Weijia Feng

Proceedings of the Intelligent Robots and Computer Vision XXXII: Algorithms and Techniques, 2015

2014

A generic framework for data acquisition and transmission.

Wenruo Bai, Ningbo Wang, Junchao Zhu, Baofeng Zhang

Adv. Eng. Softw., 2014

2011

Design of CMOS Image Sensor's Initialization Based on FPGA.

Baofeng Zhang, Bo Li, Junchao Zhu, Xinzhi Li

Proceedings of the Second International Conference on Digital Manufacturing and Automation, 2011

2008

Omnidirection image restoration based on spherical perspective projection.

Baofeng Zhang, Zhiqiang Qi, Junchao Zhu, Zuoliang Cao

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008