Jingkun Chen

43 papers Journal 33Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Balancing light and shadow: Multi-modal image exposure restoration via frequency-phase-driven RGB-IR integration.
Inf. Fusion
Jingkun Chen, Jingchao Peng, Junde Wu, Tianlu Zhang, Thomas Bashford-Rogers, Kurt Debattista, Vicente Grau, Jungong Han
2026 J jnl
Evo: Autoregressive-Diffusion Large Language Models with Evolving Balance.
CoRR
Junde Wu, Minhao Hu, Jiayuan Zhu, Yuyuan Liu, Tianyi Zhang, Kang Li, Jingkun Chen, Jiazhen Pan, Min Xu, Yueming Jin
2026 J jnl
Following the Diagnostic Trace: Visual Cognition-guided Cooperative Network for Chest X-Ray Diagnosis.
CoRR
Shaoxuan Wu, Jingkun Chen, Chong Ma, Cong Shen, Xiao Zhang, Jun Feng
2026 J jnl
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging
Jingkun Chen, Haoran Duan, Xiao Zhang, Boyan Gao, Vicente Grau, Jungong Han
2026 J jnl
TABNet: A Triplet Augmentation Self-recovery framework with Boundary-aware Pseudo-labels for scribble-based medical image segmentation.
Image Vis. Comput.
Peilin Zhang, Shaoxuan Wu, Jun Feng, Zhuo Jin, Zhizezhang Gao, Jingkun Chen, Yaqiong Xing, Xiao Zhang
2025 J jnl
Addressing Inconsistent Labeling With Cross Image Matching for Scribble-Based Medical Image Segmentation.
IEEE Trans. Image Process.
Jingkun Chen, Wenjian Huang, Jianguo Zhang, Kurt Debattista, Jungong Han
2025 J jnl
AuralSAM2: Enabling SAM2 Hear Through Pyramid Audio-Visual Feature Prompting.
CoRR
Yuyuan Liu, Yuanhong Chen, Chong Wang, Junlin Han, Junde Wu, Can Peng, Jingkun Chen, Yu Tian, Gustavo Carneiro
2025 — conf
Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion.
ISBI
Guang Yang, Jingkun Chen, Xicheng Sheng, Shan Yang, Xiahai Zhuang, Betty Raman, Lei Li, Vicente Grau
2025 J jnl
Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion.
CoRR
Guang Yang, Jingkun Chen, Xicheng Sheng, Shan Yang, Xiahai Zhuang, Betty Raman, Lei Li, Vicente Grau
2025 J jnl
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation.
CoRR
Jingkun Chen, Haoran Duan, Xiao Zhang, Boyan Gao, Tao Tan, Vicente Grau, Jungong Han
2025 — conf
Graph-Based Neighbor-Aware Network for Gaze-Supervised Medical Image Segmentation.
MICCAI (4)
Shaoxuan Wu, Jingkun Chen, Zhuo Jin, Peilin Zhang, Zhizezhang Gao, Jun Feng, Xiao Zhang, Dinggang Shen
2025 J jnl
H-Calibration: Rethinking Classifier Recalibration With Probabilistic Error-Bounded Objective.
IEEE Trans. Pattern Anal. Mach. Intell.
Wenjian Huang, Guiping Cao, Jiahao Xia, Jingkun Chen, Hao Wang, Jianguo Zhang
2025 J jnl
HELPNet: Hierarchical perturbations consistency and entropy-guided ensemble for scribble supervised medical image segmentation.
Medical Image Anal.
Xiao Zhang, Shaoxuan Wu, Peilin Zhang, Zhuo Jin, Xiaosong Xiong, Qirong Bu, Jingkun Chen, Jun Feng
2025 J jnl
LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation.
CoRR
Chang Liu, Henghui Ding, Kaining Ying, Lingyi Hong, Ning Xu, Linjie Yang, Yuchen Fan, Mingqi Gao, Jingkun Chen, Yunqi Miao, Gengshen Wu, Zhijin Qin, Jungong Han, Zhixiong Zhang, Shuangrui Ding, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Jiaqi Wang, Chang Soo Lim, Joonyoung Moon, Donghyeon Cho, Tingmin Li, Yixuan Li, Yang Yang, An Yan, Leilei Cao, Feng Lu, Ran Hong, Youhai Jiang, Fengjie Zhu, Yujie Xie, Hongyang Zhang, Zhihui Liu, Shihai Ruan, Quanzhu Niu, Dengxian Gong, Shihao Chen, Tao Zhang, Yikang Zhou, Haobo Yuan, Lu Qi, Xiangtai Li, Shunping Ji, Alexey Nekrasov, Ali Athar, Daan de Geus, Alexander Hermans, Bastian Leibe
2025 — conf
MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment.
MICCAI (13)
Siyi Xun, Yue Sun, Jingkun Chen, Zitong Yu, Tong Tong, Xiaohong Liu, Mingxiang Wu, Tao Tan
2025 J jnl
MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment.
CoRR
Siyi Xun, Yue Sun, Jingkun Chen, Zitong Yu, Tong Tong, Xiaohong Liu, Mingxiang Wu, Tao Tan
2025 — conf
Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation.
ACL (1)
Junde Wu, Jiayuan Zhu, Yunli Qi, Jingkun Chen, Min Xu, Filippo Menolascina, Yueming Jin, Vicente Grau
2025 J jnl
PASC-Net:Plug-and-play Shape Self-learning Convolutions Network with Hierarchical Topology Constraints for Vessel Segmentation.
CoRR
Xiao Zhang, Zhuo Jin, Shaoxuan Wu, Fengyu Wang, Guansheng Peng, Xiang Zhang, Ying Huang, Jingkun Chen, Jun Feng
2025 — conf
SAMASK-CLTR: A Spatial-Aware Mask Guided Learning Model for Benign and Malignant Tumor Classification in ABUS.
MICCAI (1)
Peirong Xu, Luoqian Zhu, Jingkun Chen, Xin Qian, Yue Sun, Lingyun Bao, Tao Tan
2025 J jnl
TABNet: A Triplet Augmentation Self-Recovery Framework with Boundary-Aware Pseudo-Labels for Medical Image Segmentation.
CoRR
Peilin Zhang, Shaouxan Wua, Jun Feng, Zhuo Jin, Zhizezhang Gao, Jingkun Chen, Yaqiong Xing, Xiao Zhang
2025 — conf
TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency.
MICCAI (4)
Minye Shao, Xingyu Miao, Haoran Duan, Zeyu Wang, Jingkun Chen, Yawen Huang, Xian Wu, Jingjing Deng, Yang Long, Yefeng Zheng
2025 J jnl
TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency.
CoRR
Minye Shao, Xingyu Miao, Haoran Duan, Zeyu Wang, Jingkun Chen, Yawen Huang, Xian Wu, Jingjing Deng, Yang Long, Yefeng Zheng
2025 J jnl
The 1st Solution for CARE Liver Task Challenge 2025: Contrast-Aware Semi-Supervised Segmentation with Domain Generalization and Test-Time Adaptation.
CoRR
Jincan Lou, Jingkun Chen, Haoquan Li, Hang Li, Wenjian Huang, Weihua Chen, Fan Wang, Jianguo Zhang
2025 J jnl
The 1st Solution for MOSEv2 Challenge 2025: Long-term and Concept-aware Video Segmentation via SeC.
CoRR
Mingqi Gao, Jingkun Chen, Yunqi Miao, Gengshen Wu, Zhijin Qin, Jungong Han
2025 — conf
Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging.
AAAI Bridge Program
Jingkun Chen, Guang Yang, Xiao Zhang, Jingchao Peng, Tianlu Zhang, Jianguo Zhang, Jungong Han, Vicente Grau
2025 J jnl
Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging.
CoRR
Jingkun Chen, Guang Yang, Xiao Zhang, Jingchao Peng, Tianlu Zhang, Jianguo Zhang, Jungong Han, Vicente Grau
2025 J jnl
VDNeRF: Vision-only Dynamic Neural Radiance Field for Urban Scenes.
CoRR
Zhengyu Zou, Jingfeng Li, Hao Li, Xiaolei Hou, Jinwen Hu, Jingkun Chen, Lechao Cheng, Dingwen Zhang
2025 J jnl
h-calibration: Rethinking Classifier Recalibration with Probabilistic Error-Bounded Objective.
CoRR
Wenjian Huang, Guiping Cao, Jiahao Xia, Jingkun Chen, Hao Wang, Jianguo Zhang
2024 J jnl
Dynamic contrastive learning guided by class confidence and confusion degree for medical image segmentation.
Pattern Recognit.
Jingkun Chen, Changrui Chen, Wenjian Huang, Jianguo Zhang, Kurt Debattista, Jungong Han
2024 J jnl
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation.
CoRR
Xiao Zhang, Shaoxuan Wu, Peilin Zhang, Zhuo Jin, Xiaosong Xiong, Qirong Bu, Jingkun Chen, Jun Feng
2024 J jnl
Luminance Component Analysis for Exposure Correction.
CoRR
Jingchao Peng, Thomas Bashford-Rogers, Jingkun Chen, Haitao Zhao, Zhengwei Hu, Kurt Debattista
2023 J jnl
Semi-Supervised Unpaired Medical Image Segmentation Through Task-Affinity Consistency.
IEEE Trans. Medical Imaging
Jingkun Chen, Jianguo Zhang, Kurt Debattista, Jungong Han
2022 J jnl
Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge.
Medical Image Anal.
Xiahai Zhuang, Jiahang Xu, Xinzhe Luo, Chen Chen, Cheng Ouyang, Daniel Rueckert, Víctor M. Campello, Karim Lekadir, Sulaiman Vesal, Nishant Ravikumar, Yashu Liu, Gongning Luo, Jingkun Chen, Hongwei Li, Buntheng Ly, Maxime Sermesant, Holger Roth, Wentao Zhu, Jiexiang Wang, Xinghao Ding, Xinyue Wang, Sen Yang, Lei Li
2021 J jnl
Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation.
CoRR
Jingkun Chen, Wenqi Li, Hongwei Li, Jianguo Zhang
2020 J jnl
Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge.
CoRR
Xiahai Zhuang, Jiahang Xu, Xinzhe Luo, Chen Chen, Cheng Ouyang, Daniel Rueckert, Víctor M. Campello, Karim Lekadir, Sulaiman Vesal, Nishant Ravikumar, Yashu Liu, Gongning Luo, Jingkun Chen, Hongwei Li, Buntheng Ly, Maxime Sermesant, Holger Roth, Wentao Zhu, Jiexiang Wang, Xinghao Ding, Xinyue Wang, Sen Yang, Lei Li
2020 J jnl
Counterfeit Anomaly Using Generative Adversarial Network for Anomaly Detection.
IEEE Access
Haocheng Shen, Jingkun Chen, Ruixuan Wang, Jianguo Zhang
2020 — conf
Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation.
MICCAI (4)
Jingkun Chen, Wenqi Li, Hongwei Li, Jianguo Zhang
2019 J jnl
Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-Sequence Cardiac MR Images Segmentation.
CoRR
Jingkun Chen, Hongwei Li, Jianguo Zhang, Bjoern H. Menze
2019 — conf
Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-sequence Cardiac MR Images Segmentation.
STACOM@MICCAI
Jingkun Chen, Hongwei Li, Jianguo Zhang, Bjoern H. Menze
2018 J jnl
Exploiting Cumulative Positive Feedback Information for One-Bit Feedback Synchronization Algorithm.
IEEE Trans. Veh. Technol.
Ning Xie, Kai Xu, Jingkun Chen
2018 J jnl
Position optimisation for multiple mobile relays by utilising one-bit feedback information.
IET Commun.
Ning Xie, Yuan Liang, Jingkun Chen
2017 J jnl
Online Monitoring of Manufacturing Process Based on autoCEP.
Int. J. Online Eng.
Jinglei Qu, Shaobo Li, Jingkun Chen
2017 — conf
Position optimization for mobile relay by utilizing one-bit feedback information.
ICUWB
Ning Xie, Jingkun Chen, Yuan Liang, Hui Wang