Pengfei Jin

According to our database, Pengfei Jin authored at least 31 papers between 2018 and 2025.

Collaborative distances:

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

2025

Comparison of biparameter and multiparameter MRI in detection of clinically significant prostate cancer across PSA stratifications.

Pengfei Jin, Zhenwei Ding, Fawei Huang, Kai Li, Yitao Liu, Ge Song, Liqin Yang, Lei Shi, Xu Wang

BMC Medical Imaging, December, 2025

EchoFM: Foundation Model for Generalizable Echocardiogram Analysis.

Sekeun Kim, Pengfei Jin, Sifan Song, Cheng Chen, Yiwei Li, Hui Ren, Xiang Li, Tianming Liu, Quanzheng Li

IEEE Trans. Medical Imaging, October, 2025

Projection Embedded Diffusion Bridge for CT Reconstruction from Incomplete Data.

Yuang Wang, Pengfei Jin, Siyeop Yoon, Matthew Tivnan, Shaoyang Zhang, Li Zhang, Quanzheng Li, Zhiqiang Chen, Dufan Wu

CoRR, October, 2025

PIRF: Physics-Informed Reward Fine-Tuning for Diffusion Models.

Mingze Yuan, Pengfei Jin, Na Li, Quanzheng Li

CoRR, September, 2025

RODS: Robust Optimization Inspired Diffusion Sampling for Detecting and Reducing Hallucination in Generative Models.

Yiqi Tian, Pengfei Jin, Mingze Yuan, Na Li, Bo Zeng, Quanzheng Li

CoRR, July, 2025

System-Embedded Diffusion Bridge Models.

Bartlomiej Sobieski, Matthew Tivnan, Yuang Wang, Siyeop Yoon, Pengfei Jin, Dufan Wu, Quanzheng Li, Przemyslaw Biecek

CoRR, June, 2025

Surf2CT: Cascaded 3D Flow Matching Models for Torso 3D CT Synthesis from Skin Surface.

Siyeop Yoon, Yujin Oh, Pengfei Jin, Sifan Song, Matthew Tivnan, Dufan Wu, Xiang Li, Quanzheng Li

CoRR, May, 2025

OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging.

Sifan Song, Siyeop Yoon, Pengfei Jin, Sekeun Kim, Matthew Tivnan, Yujin Oh, Runqi Meng, Ling Chen, Zhiliang Lyu, Dufan Wu, Ning Guo, Xiang Li, Quanzheng Li

CoRR, May, 2025

Prediction of Frozen Region Growth in Kidney Cryoablation Intervention Using a 3D Flow-Matching Model.

Siyeop Yoon, Yujin Oh, Matthew Tivnan, Sifan Song, Pengfei Jin, Sekeun Kim, Hyun Jin Cho, Dufan Wu, Raul Uppot, Quanzheng Li

CoRR, March, 2025

Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective.

Yujin Oh, Pengfei Jin, Sangjoon Park, Sekeun Kim, Siyeop Yoon, Kyungsang Kim, Jin Sung Kim, Xiang Li, Quanzheng Li

CoRR, February, 2025

Implicit Image-to-Image Schrödinger Bridge for image restoration.

Yuang Wang, Siyeop Yoon, Pengfei Jin, Matthew Tivnan, Sifan Song, Zhennong Chen, Rui Hu, Li Zhang, Quanzheng Li, Zhiqiang Chen, Dufan Wu

Pattern Recognit., 2025

Cascaded 3D Diffusion Models for Whole-Body 3D 18-F FDG PET/CT Synthesis from Demographics.

Siyeop Yoon, Sifan Song, Pengfei Jin, Matthew Tivnan, Yujin Oh, Sekeun Kim, Dufan Wu, Xiang Li, Quanzheng Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts.

Runqi Meng, Sifan Song, Pengfei Jin, Lin Teng, Yulin Wang, Yiqun Sun, Ling Chen, Yujin Oh, Xiang Li, Quanzheng Li, Ning Guo, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

ECHOPulse: ECG Controlled Echocardio-gram Video Generation.

Yiwei Li, Sekeun Kim, Zihao Wu, Hanqi Jiang, Yi Pan, Pengfei Jin, Sifan Song, Yucheng Shi, Xiaowei Yu, Tianze Yang, Tianming Liu, Quanzheng Li, Xiang Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models.

Yuang Wang, Pengfei Jin, Li Zhang, Quanzheng Li, Zhiqiang Chen, Dufan Wu

CoRR, 2024

Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning.

Pengfei Jin, Peng Shu, Sekeun Kim, Qing Xiao, Sifan Song, Cheng Chen, Tianming Liu, Xiang Li, Quanzheng Li

CoRR, 2024

ECHOPulse: ECG controlled echocardio-grams video generation.

Yiwei Li, Sekeun Kim, Zihao Wu, Hanqi Jiang, Yi Pan, Pengfei Jin, Sifan Song, Yucheng Shi, Tianming Liu, Quanzheng Li, Xiang Li

CoRR, 2024

Measurement Embedded Schrödinger Bridge for Inverse Problems.

Yuang Wang, Pengfei Jin, Siyeop Yoon, Matthew Tivnan, Quanzheng Li, Li Zhang, Dufan Wu

CoRR, 2024

Implicit Image-to-Image Schrodinger Bridge for CT Super-Resolution and Denoising.

Yuang Wang, Siyeop Yoon, Pengfei Jin, Matthew Tivnan, Zhennong Chen, Rui Hu, Li Zhang, Zhiqiang Chen, Quanzheng Li, Dufan Wu

CoRR, 2024

2023

Machine learning-based radiomics model to predict benign and malignant PI-RADS v2.1 category 3 lesions: a retrospective multi-center study.

Pengfei Jin, Junkang Shen, Liqin Yang, Ji Zhang, Ao Shen, Jie Bao, Ximing Wang

BMC Medical Imaging, December, 2023

Maximizing the influence of bichromatic reverse k nearest neighbors in geo-social networks.

Pengfei Jin, Lu Chen, Yunjun Gao, Xueqin Chang, Zhanyu Liu, Shu Shen, Christian S. Jensen

World Wide Web (WWW), July, 2023

Machine learning assisted exploration for affine Deligne-Lusztig varieties.

Bin Dong, Xuhua He, Pengfei Jin, Felix Schremmer, Qingchao Yu

CoRR, 2023

2022

NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Networks on Point Clouds.

Pengfei Jin, Tianhao Lai, Rongjie Lai, Bin Dong

J. Sci. Comput., 2022

An efficient approach for searching optimal multi-keywords coverage routes.

Rong Yang, Baoning Niu, Pengfei Jin

J. Comb. Optim., 2022

Maximizing the Influence of Bichromatic Reverse k Nearest Neighbors in Geo-Social Networks.

Pengfei Jin, Lu Chen, Yunjun Gao, Xueqin Chang, Zhanyu Liu, Christian S. Jensen

CoRR, 2022

2020

On efficiently diversified top-<i>k</i> geo-social keyword query processing in road networks.

Jingwen Zhao, Yunjun Gao, Chunyu Ma, Pengfei Jin, Shiting Wen

Inf. Sci., 2020

Discovering the Most Influential Geo-Social Object Using Location Based Social Network Data.

Pengfei Jin, Zhanyu Liu, Yao Xiao

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

Efficient Group Processing for Multiple Reverse Top-k Geo-Social Keyword Queries.

Pengfei Jin, Yunjun Gao, Lu Chen, Jingwen Zhao

Proceedings of the Database Systems for Advanced Applications, 2020

2019

NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Network on Point Clouds.

Pengfei Jin, Tianhao Lai, Rongjie Lai, Bin Dong

CoRR, 2019

Towards Usability on Reverse Top-k Geo-Social Keyword Query Results.

Pengfei Jin

Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

2018

Price-and-Time-Aware Dynamic Ridesharing.

Lu Chen, Qilu Zhong, Xiaokui Xiao, Yunjun Gao, Pengfei Jin, Christian S. Jensen

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018