Pengfei Gu

According to our database, Pengfei Gu authored at least 48 papers between 2018 and 2025.

Collaborative distances:

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

2025

TopoImages: Incorporating Local Topology Encoding into Deep Learning Models for Medical Image Classification.

Pengfei Gu, Hongxiao Wang, Yejia Zhang, Huimin Li, Chaoli Wang, Danny Chen

CoRR, August, 2025

EffoNAV: An Effective Foundation-Model-Based Visual Navigation Approach in Challenging Environment.

Wangtian Shen, Pengfei Gu, Haijian Qin, Ziyang Meng

IEEE Robotics Autom. Lett., July, 2025

GenAI for Simulation Model in Model-Based Systems Engineering.

Lin Zhang, Yuteng Zhang, Dusit Niyato, Lei Ren, Pengfei Gu, Zhen Chen, Yuanjun Laili, Wentong Cai, Agostino G. Bruzzone

CoRR, March, 2025

Exploring Transfer Learning for Deep Learning Polyp Detection in Colonoscopy Images Using YOLOv8.

Fabian Vazquez, Jose Angel Nuñez, Xiaoyan Fu, Pengfei Gu, Bin Fu

CoRR, February, 2025

Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network.

Delin An, Pengfei Gu, Milan Sonka, Chaoli Wang, Danny Z. Chen

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

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection.

Jose Angel Nuñez, Fabian Vazquez, Diego Adame, Xiaoyan Fu, Pengfei Gu, Bin Fu

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Hierarchical Log Bayesian Neural Network for Enhanced Aorta Segmentation.

Delin An, Pan Du, Pengfei Gu, Jian-Xun Wang, Chaoli Wang

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Adapting a Segmentation Foundation Model for Medical Image Classification.

Pengfei Gu, Haoteng Tang, Islam Akef Ebeid, Jose Angel Nuñez, Fabian Vazquez, Diego Adame, Marcus Zhan, Huimin Li, Bin Fu, Danny Z. Chen

Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025

Topo-VM-UNetV2: Encoding Topology Into Vision Mamba UNet for Polyp Segmentation.

Diego Adame, Jose Angel Nuñez, Fabian Vazquez, Nayeli Gurrola, Huimin Li, Haoteng Tang, Bin Fu, Pengfei Gu

Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025

2024

Robust Neural Visual Inertial Odometry With Deep Velocity Constraint.

Pengfei Gu, Pengkun Zhou, Ziyang Meng

IEEE Robotics Autom. Lett., November, 2024

RVIO: An Effective Localization Algorithm for Range-Aided Visual-Inertial Odometry System.

Jun Wang, Pengfei Gu, Lei Wang, Ziyang Meng

IEEE Trans. Intell. Transp. Syst., February, 2024

TestFit: A plug-and-play one-pass test time method for medical image segmentation.

Yizhe Zhang, Tao Zhou, Yuhui Tao, Shuo Wang, Ye Wu, Benyuan Liu, Pengfei Gu, Qiang Chen, Danny Z. Chen

Medical Image Anal., February, 2024

Leveraging Map Retrieval and Alignment for Robust UAV Visual Geo-Localization.

Mengfan He, Jiacheng Liu, Pengfei Gu, Ziyang Meng

IEEE Trans. Instrum. Meas., 2024

X-RMTV: An Integrated Approach for Requirement Modeling, Traceability Management, and Verification in MBSE.

Pengfei Gu, Yuteng Zhang, Zhen Chen, Chun Zhao, Kunyu Xie, Zhuoyi Wu, Lin Zhang

Syst., 2024

Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation.

Pengfei Gu, Yejia Zhang, Huimin Li, Hongxiao Wang, Yizhe Zhang, Chaoli Wang, Danny Z. Chen

CoRR, 2024

FCNR: Fast Compressive Neural Representation of Visualization Images.

Yunfei Lu, Pengfei Gu, Chaoli Wang

Proceedings of the IEEE Visualization and Visual Analytics, 2024

Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation.

Yizhe Zhang, Tao Zhou, Ye Wu, Pengfei Gu, Shuo Wang

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

IHCSurv: Effective Immunohistochemistry Priors for Cancer Survival Analysis in Gigapixel Multi-stain Whole Slide Images.

Yejia Zhang, Hanqing Chao, Zhongwei Qiu, Wenbin Liu, Yixuan Shen, Nishchal Sapkota, Pengfei Gu, Danny Z. Chen, Le Lu, Ke Yan, Dakai Jin, Yun Bian, Hui Jiang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Path-Gptomic: A Balanced Multi-Modal Learning Framework For Survival Outcome Prediction.

Hongxiao Wang, Yang Yang, Zhuo Zhao, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Boosting Medical Image Classification with Segmentation Foundation Model.

Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, Danny Z. Chen

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Gradient Reactivation Enhanced Causal Attention for Out-Of-Distribution Generalizable Graph Classification.

Xu Wang, Pengfei Gu, Yudong Zhang, Binwu Wang, Pengkun Wang, Yang Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

StarMFND: Star Topology Multi-Domain Fake News Detection.

Pengfei Gu, Yibing Chen, Wanlong Bing, Yahui Liu, Hongliang Ma, Wei Wang

Proceedings of the 7th International Conference on Data Science and Information Technology, 2024

Semi-physical Modeling and Simulation for Industrial Product Design Based on X Language.

Kunyu Xie, Lin Zhang, Zhen Chen, Pengfei Gu

Proceedings of the Methods and Applications for Modeling and Simulation of Complex Systems, 2024

2023

NeRVI: Compressive neural representation of visualization images for communicating volume visualization results.

Pengfei Gu, Danny Z. Chen, Chaoli Wang

Comput. Graph., November, 2023

MO-CBACORP: A new energy-efficient secure routing protocol for underwater monitoring wireless sensor network.

Mingyue Zhang, Jianpeng Xie, Zongyang Wang, Lutong Liang, Pengfei Gu, Peilin Jin, Jie Zhou

J. King Saud Univ. Comput. Inf. Sci., October, 2023

S-VIO: Exploiting Structural Constraints for RGB-D Visual Inertial Odometry.

Pengfei Gu, Ziyang Meng

IEEE Robotics Autom. Lett., June, 2023

SES-X: A MBSE Methodology Based on SES/MB and X Language.

Kunyu Xie, Lin Zhang, Xin Li, Pengfei Gu, Zhen Chen

Inf., January, 2023

SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation.

Yizhe Zhang, Tao Zhou, Shuo Wang, Ye Wu, Pengfei Gu, Danny Z. Chen

CoRR, 2023

Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective.

Xu Wang, Pengfei Gu, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Lei Bai, Yang Wang

CoRR, 2023

SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings.

Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen

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

GrNT: Gate-Regularized Network Training for Improving Multi-Scale Fusion in Medical Image Segmentation.

Yizhe Zhang, Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

A Point in the Right Direction: Vector Prediction for Spatially-Aware Self-Supervised Volumetric Representation Learning.

Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

ConvFormer: Combining CNN and Transformer for Medical Image Segmentation.

Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective.

Kun Wang, Yuxuan Liang, Pengkun Wang, Xu Wang, Pengfei Gu, Junfeng Fang, Yang Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

3-D-Printed Wideband High-Efficiency Dual-Frequency Antenna for Vehicular Communications.

Zhen-Xing Xia, Kwok Wa Leung, Pengfei Gu, Rushan Chen

IEEE Trans. Veh. Technol., 2022

Visual Localization and Mapping Leveraging the Constraints of Local Ground Manifolds.

Pengkun Zhou, Yuzhen Liu, Pengfei Gu, Jiacheng Liu, Ziyang Meng

IEEE Robotics Autom. Lett., 2022

An Integrated Intelligent Modeling and Simulation Language for Model-based Systems Engineering.

Lin Zhang, Fei Ye, Kunyu Xie, Pengfei Gu, Xiaohan Wang, Yuanjun Laili, Chun Zhao, Xuesong Zhang, Minjie Chen, Tingyu Lin, Zhen Chen

J. Ind. Inf. Integr., 2022

Optimal Design of Flexible Job Shop Scheduling Under Resource Preemption Based on Deep Reinforcement Learning.

Zhen Chen, Lin Zhang, Xiaohan Wang, Pengfei Gu

Complex Syst. Model. Simul., 2022

Real-Time Visual Inertial Odometry with a Resource-Efficient Harris Corner Detection Accelerator on FPGA Platform.

Pengfei Gu, Ziyang Meng, Pengkun Zhou

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images.

Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Scalar2Vec: Translating Scalar Fields to Vector Fields via Deep Learning.

Pengfei Gu, Jun Han, Danny Z. Chen, Chaoli Wang

Proceedings of the 15th IEEE Pacific Visualization Symposium, 2022

2021

Approximate set union via approximate randomization.

Bin Fu, Pengfei Gu, Yuming Zhao

Theor. Comput. Sci., 2021

Reconstructing Unsteady Flow Data From Representative Streamlines via Diffusion and Deep-Learning-Based Denoising.

Pengfei Gu, Jun Han, Danny Z. Chen, Chaoli Wang

IEEE Computer Graphics and Applications, 2021

kCBAC-Net: Deeply Supervised Complete Bipartite Networks with Asymmetric Convolutions for Medical Image Segmentation.

Pengfei Gu, Hao Zheng, Yizhe Zhang, Chaoli Wang, Danny Z. Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

X Language: An Integrated Intelligent Modeling and Simulation Language for Complex Products.

Lin Zhang, Fei Ye, Yuanjun Laili, Kunyu Xie, Pengfei Gu, Xiaohan Wang, Chun Zhao, Xuesong Zhang, Minjie Chen

Proceedings of the Annual Modeling and Simulation Conference, 2021

2020

InTracker: An Integrated Detector-Tracker Framework for Cell Detection and Tracking.

Peixian Liang, Jianxu Chen, Yizhe Zhang, Hongxiao Wang, Hao Zheng, Pengfei Gu, Danny Ziyi Chen

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

Polyhedral Circuits and Their Applications.

Bin Fu, Pengfei Gu, Yuming Zhao

Proceedings of the Algorithmic Aspects in Information and Management, 2020

2018

Polyhedra Circuits and Their Applications.

Bin Fu, Pengfei Gu, Yuming Zhao

CoRR, 2018