Pengfei Gu

77 papers A* 2A 3B 4C 1Misc 2Journal 48Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep reinforcement learning for drone-assisted truck delivery route optimization in a time-dependent network with time windows.
Comput. Ind. Eng.
Yong Peng, Jing Huang, Dennis Z. Yu, Ajinkya N. Tanksale, Pengfei Gu
2026 J jnl
Inferred global dense residue transition graphs from primary structure sequences enable protein interaction prediction via directed graph convolutional neural networks.
Frontiers Bioinform.
Islam Akef Ebeid, Haoteng Tang, Pengfei Gu
2026 J jnl
Intelligent system modeling using GenAI: A methodology for automated simulation model generation.
Simul. Model. Pract. Theory
Lin Zhang, Yuteng Zhang, Dusit Niyato, Lei Ren, Pengfei Gu, Zhen Chen, Yuanjun Laili, Wentong Cai, Agostino G. Bruzzone
2026 J jnl
Learning with Geometric Priors in U-Net Variants for Polyp Segmentation.
CoRR
Fabian Vazquez, Jose Angel Nuñez, Diego Adame, Alissen Moreno, Augustin Zhan, Huimin Li, Jinghao Yang, Haoteng Tang, Bin Fu, Pengfei Gu
2026 J jnl
MTNet: A Multitask Learning Framework for Inertial Odometry on Vehicles.
IEEE Trans. Ind. Electron.
Junye Zou, Xiaolei Li, Pengfei Gu, Xu Lyu, Ziyang Meng
2026 J jnl
TopoCL: Topological Contrastive Learning for Medical Imaging.
CoRR
Guangyu Meng, Pengfei Gu, Peixian Liang, John P. Lalor, Erin Wolf Chambers, Danny Z. Chen
2026 J jnl
VINS-LPL: A Robust Visual-Inertial SLAM System With Learning-Based Point-Line Matching.
IEEE Robotics Autom. Lett.
Pengfei Gu, Ziyang Meng
2025 B conf
Adapting a Segmentation Foundation Model for Medical Image Classification.
CBMS
Pengfei Gu, Haoteng Tang, Islam Akef Ebeid, Jose Angel Nuñez, Fabian Vazquez, Diego Adame, Marcus Zhan, Huimin Li, Bin Fu, Danny Z. Chen
2025 J jnl
Adapting a Segmentation Foundation Model for Medical Image Classification.
CoRR
Pengfei Gu, Haoteng Tang, Islam Akef Ebeid, Jose Angel Nuñez, Fabian Vazquez, Diego Adame, Marcus Zhan, Huimin Li, Bin Fu, Danny Z. Chen
2025 J jnl
EffoNAV: An Effective Foundation-Model-Based Visual Navigation Approach in Challenging Environment.
IEEE Robotics Autom. Lett.
Wangtian Shen, Pengfei Gu, Haijian Qin, Ziyang Meng
2025 J jnl
Exploring Transfer Learning for Deep Learning Polyp Detection in Colonoscopy Images Using YOLOv8.
CoRR
Fabian Vazquez, Jose Angel Nuñez, Xiaoyan Fu, Pengfei Gu, Bin Fu
2025 J jnl
GenAI for Simulation Model in Model-Based Systems Engineering.
CoRR
Lin Zhang, Yuteng Zhang, Dusit Niyato, Lei Ren, Pengfei Gu, Zhen Chen, Yuanjun Laili, Wentong Cai, Agostino G. Bruzzone
2025 J jnl
Hierarchical LoG Bayesian Neural Network for Enhanced Aorta Segmentation.
CoRR
Delin An, Pan Du, Pengfei Gu, Jian-Xun Wang, Chaoli Wang
2025 — conf
Hierarchical Log Bayesian Neural Network for Enhanced Aorta Segmentation.
ISBI
Delin An, Pan Du, Pengfei Gu, Jian-Xun Wang, Chaoli Wang
2025 J jnl
Inferred global dense residue transition graphs from primary structure sequences enable protein interaction prediction via directed graph convolutional neural networks.
CoRR
Islam Akef Ebeid, Haoteng Tang, Pengfei Gu
2025 J jnl
Integrating Multi-scale and Multi-filtration Topological Features for Medical Image Classification.
CoRR
Pengfei Gu, Huimin Li, Haoteng Tang, Dongkuan Xu, Erik Enriquez, Dongchul Kim, Bin Fu, Danny Z. Chen
2025 J jnl
Learning Yaw Velocity for Inertial-Wheel Odometry on Autonomous Vehicles.
IEEE Trans. Intell. Veh.
Pengkun Zhou, Pengfei Gu, Xu Lyu, Maoyou Liao, Ziyang Meng
2025 J jnl
MBSE 2.0: Toward More Integrated, Comprehensive, and Intelligent MBSE.
Syst.
Lin Zhang, Zhen Chen, Yuanjun Laili, Lei Ren, M. Jamal Deen, Wentong Cai, Yuteng Zhang, Yuqing Zeng, Pengfei Gu
2025 J jnl
R-GenIMA: Integrating Neuroimaging and Genetics with Interpretable Multimodal AI for Alzheimer's Disease Progression.
CoRR
Kun Zhao, Siyuan Dai, Yingying Zhang, Guodong Liu, Pengfei Gu, Chenghua Lin, Paul M. Thompson, Alex D. Leow, Heng Huang, Lifang He, Liang Zhan, Haoteng Tang
2025 — conf
Self Pre-Training with Topology- and Spatiality-Aware Masked Autoencoders for 3D Medical Image Segmentation.
BIBM
Pengfei Gu, Huimin Li, Yejia Zhang, Chaoli Wang, Danny Z. Chen
2025 A conf
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network.
WACV
Delin An, Pengfei Gu, Milan Sonka, Chaoli Wang, Danny Z. Chen
2025 B conf
Topo-VM-UNetV2: Encoding Topology Into Vision Mamba UNet for Polyp Segmentation.
CBMS
Diego Adame, Jose Angel Nuñez, Fabian Vazquez, Nayeli Gurrola, Huimin Li, Haoteng Tang, Bin Fu, Pengfei Gu
2025 J jnl
Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation.
CoRR
Diego Adame, Jose Angel Nuñez, Fabian Vazquez, Nayeli Gurrola, Huimin Li, Haoteng Tang, Bin Fu, Pengfei Gu
2025 A* conf
TopoImages: Incorporating Local Topology Encoding into Deep Learning Models for Medical Image Classification.
ACM Multimedia
Pengfei Gu, Hongxiao Wang, Yejia Zhang, Huimin Li, Chaoli Wang, Danny Chen
2025 J jnl
TopoImages: Incorporating Local Topology Encoding into Deep Learning Models for Medical Image Classification.
CoRR
Pengfei Gu, Hongxiao Wang, Yejia Zhang, Huimin Li, Chaoli Wang, Danny Chen
2025 — conf
White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection.
ISBI
Jose Angel Nuñez, Fabian Vazquez, Diego Adame, Xiaoyan Fu, Pengfei Gu, Bin Fu
2025 J jnl
White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection.
CoRR
Jose Angel Nuñez, Fabian Vazquez, Diego Adame, Xiaoyan Fu, Pengfei Gu, Bin Fu
2025 — conf
Who Matters More in Radiology Report Generation: Vision Encoders or Language Models?
ICDM (Workshops)
Kun Zhao, Yang Du, Rhianna Zhang, Liang Zhan, Dongkuan Xu, Pengfei Gu, Haoteng Tang
2024 — conf
Boosting Medical Image Classification with Segmentation Foundation Model.
ISBI
Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, Danny Z. Chen
2024 J jnl
Boosting Medical Image Classification with Segmentation Foundation Model.
CoRR
Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, Danny Z. Chen
2024 — conf
Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation.
PRCV (14)
Yizhe Zhang, Tao Zhou, Ye Wu, Pengfei Gu, Shuo Wang
2024 A conf
FCNR: Fast Compressive Neural Representation of Visualization Images.
IEEE VIS
Yunfei Lu, Pengfei Gu, Chaoli Wang
2024 J jnl
FCNR: Fast Compressive Neural Representation of Visualization Images.
CoRR
Yunfei Lu, Pengfei Gu, Chaoli Wang
2024 Misc conf
Gradient Reactivation Enhanced Causal Attention for Out-Of-Distribution Generalizable Graph Classification.
ICASSP
Xu Wang, Pengfei Gu, Yudong Zhang, Binwu Wang, Pengkun Wang, Yang Wang
2024 — conf
IHCSurv: Effective Immunohistochemistry Priors for Cancer Survival Analysis in Gigapixel Multi-stain Whole Slide Images.
MICCAI (4)
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
2024 J jnl
Leveraging Map Retrieval and Alignment for Robust UAV Visual Geo-Localization.
IEEE Trans. Instrum. Meas.
Mengfan He, Jiacheng Liu, Pengfei Gu, Ziyang Meng
2024 J jnl
Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction.
CoRR
Hongxiao Wang, Yang Yang, Zhuo Zhao, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen
2024 — conf
Path-Gptomic: A Balanced Multi-Modal Learning Framework For Survival Outcome Prediction.
ISBI
Hongxiao Wang, Yang Yang, Zhuo Zhao, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen
2024 J jnl
RVIO: An Effective Localization Algorithm for Range-Aided Visual-Inertial Odometry System.
IEEE Trans. Intell. Transp. Syst.
Jun Wang, Pengfei Gu, Lei Wang, Ziyang Meng
2024 J jnl
Robust Neural Visual Inertial Odometry With Deep Velocity Constraint.
IEEE Robotics Autom. Lett.
Pengfei Gu, Pengkun Zhou, Ziyang Meng
2024 J jnl
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation.
CoRR
Pengfei Gu, Yejia Zhang, Huimin Li, Hongxiao Wang, Yizhe Zhang, Chaoli Wang, Danny Z. Chen
2024 — conf
Semi-physical Modeling and Simulation for Industrial Product Design Based on X Language.
AsiaSim
Kunyu Xie, Lin Zhang, Zhen Chen, Pengfei Gu
2024 J jnl
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network.
CoRR
Delin An, Pengfei Gu, Milan Sonka, Chaoli Wang, Danny Z. Chen
2024 — conf
StarMFND: Star Topology Multi-Domain Fake News Detection.
DSIT
Pengfei Gu, Yibing Chen, Wanlong Bing, Yahui Liu, Hongliang Ma, Wei Wang
2024 J jnl
TestFit: A plug-and-play one-pass test time method for medical image segmentation.
Medical Image Anal.
Yizhe Zhang, Tao Zhou, Yuhui Tao, Shuo Wang, Ye Wu, Benyuan Liu, Pengfei Gu, Qiang Chen, Danny Z. Chen
2024 J jnl
X-RMTV: An Integrated Approach for Requirement Modeling, Traceability Management, and Verification in MBSE.
Syst.
Pengfei Gu, Yuteng Zhang, Zhen Chen, Chun Zhao, Kunyu Xie, Zhuoyi Wu, Lin Zhang
2023 — conf
A Point in the Right Direction: Vector Prediction for Spatially-Aware Self-Supervised Volumetric Representation Learning.
ISBI
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen
2023 — conf
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation.
ISBI
Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen
2023 — conf
GrNT: Gate-Regularized Network Training for Improving Multi-Scale Fusion in Medical Image Segmentation.
ISBI
Yizhe Zhang, Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen
2023 J jnl
Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective.
CoRR
Xu Wang, Pengfei Gu, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2023 J jnl
MO-CBACORP: A new energy-efficient secure routing protocol for underwater monitoring wireless sensor network.
J. King Saud Univ. Comput. Inf. Sci.
Mingyue Zhang, Jianpeng Xie, Zongyang Wang, Lutong Liang, Pengfei Gu, Peilin Jin, Jie Zhou
2023 J jnl
NeRVI: Compressive neural representation of visualization images for communicating volume visualization results.
Comput. Graph.
Pengfei Gu, Danny Z. Chen, Chaoli Wang
2023 J jnl
S-VIO: Exploiting Structural Constraints for RGB-D Visual Inertial Odometry.
IEEE Robotics Autom. Lett.
Pengfei Gu, Ziyang Meng
2023 J jnl
SES-X: A MBSE Methodology Based on SES/MB and X Language.
Inf.
Kunyu Xie, Lin Zhang, Xin Li, Pengfei Gu, Zhen Chen
2023 J jnl
SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation.
CoRR
Yizhe Zhang, Tao Zhou, Shuo Wang, Ye Wu, Pengfei Gu, Danny Z. Chen
2023 A* conf
Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective.
ICLR
Kun Wang, Yuxuan Liang, Pengkun Wang, Xu Wang, Pengfei Gu, Junfeng Fang, Yang Wang
2023 — conf
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings.
MICCAI (5)
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen
2023 J jnl
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings.
CoRR
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen
2022 J jnl
3-D-Printed Wideband High-Efficiency Dual-Frequency Antenna for Vehicular Communications.
IEEE Trans. Veh. Technol.
Zhen-Xing Xia, Kwok Wa Leung, Pengfei Gu, Rushan Chen
2022 J jnl
A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning.
CoRR
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen
2022 J jnl
An Integrated Intelligent Modeling and Simulation Language for Model-based Systems Engineering.
J. Ind. Inf. Integr.
Lin Zhang, Fei Ye, Kunyu Xie, Pengfei Gu, Xiaohan Wang, Yuanjun Laili, Chun Zhao, Xuesong Zhang, Minjie Chen, Tingyu Lin, Zhen Chen
2022 J jnl
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation.
CoRR
Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen
2022 — conf
Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images.
BIBM
Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen
2022 J jnl
Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images.
CoRR
Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen
2022 J jnl
Optimal Design of Flexible Job Shop Scheduling Under Resource Preemption Based on Deep Reinforcement Learning.
Complex Syst. Model. Simul.
Zhen Chen, Lin Zhang, Xiaohan Wang, Pengfei Gu
2022 A conf
Real-Time Visual Inertial Odometry with a Resource-Efficient Harris Corner Detection Accelerator on FPGA Platform.
IROS
Pengfei Gu, Ziyang Meng, Pengkun Zhou
2022 B conf
Scalar2Vec: Translating Scalar Fields to Vector Fields via Deep Learning.
PacificVis
Pengfei Gu, Jun Han, Danny Z. Chen, Chaoli Wang
2022 J jnl
Visual Localization and Mapping Leveraging the Constraints of Local Ground Manifolds.
IEEE Robotics Autom. Lett.
Pengkun Zhou, Yuzhen Liu, Pengfei Gu, Jiacheng Liu, Ziyang Meng
2021 J jnl
Approximate set union via approximate randomization.
Theor. Comput. Sci.
Bin Fu, Pengfei Gu, Yuming Zhao
2021 J jnl
Reconstructing Unsteady Flow Data From Representative Streamlines via Diffusion and Deep-Learning-Based Denoising.
IEEE Computer Graphics and Applications
Pengfei Gu, Jun Han, Danny Z. Chen, Chaoli Wang
2021 — conf
X Language: An Integrated Intelligent Modeling and Simulation Language for Complex Products.
ANNSIM
Lin Zhang, Fei Ye, Yuanjun Laili, Kunyu Xie, Pengfei Gu, Xiaohan Wang, Chun Zhao, Xuesong Zhang, Minjie Chen
2021 — conf
kCBAC-Net: Deeply Supervised Complete Bipartite Networks with Asymmetric Convolutions for Medical Image Segmentation.
MICCAI (1)
Pengfei Gu, Hao Zheng, Yizhe Zhang, Chaoli Wang, Danny Z. Chen
2020 Misc conf
Approximate Set Union via Approximate Randomization.
COCOON
Bin Fu, Pengfei Gu, Yuming Zhao
2020 B conf
InTracker: An Integrated Detector-Tracker Framework for Cell Detection and Tracking.
CBMS
Peixian Liang, Jianxu Chen, Yizhe Zhang, Hongxiao Wang, Hao Zheng, Pengfei Gu, Danny Ziyi Chen
2020 C conf
Polyhedral Circuits and Their Applications.
AAIM
Bin Fu, Pengfei Gu, Yuming Zhao
2018 J jnl
Approximate Set Union Via Approximate Randomization.
CoRR
Bin Fu, Pengfei Gu, Yuming Zhao
2018 J jnl
Polyhedra Circuits and Their Applications.
CoRR
Bin Fu, Pengfei Gu, Yuming Zhao