Jianan Fan

According to our database, Jianan Fan authored at least 30 papers between 2019 and 2026.

Collaborative distances:

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

2026

SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture.

Haiwen Diao, Penghao Wu, Hanming Deng, Jiahao Wang, Shihao Bai, Silei Wu, Weichen Fan, Wenjie Ye, Wenwen Tong, Xiangyu Fan, Yan Li, Yubo Wang, Zhijie Cao, Zhiqian Lin, Zhitao Yang, Zhongang Cai, Yuwei Niu, Yue Zhu, Bo Liu, Chengguang Lv, Haojia Yu, Haozhe Xie, Hongli Wang, Jianan Fan, Jiaqi Li, Jiefan Lu, Jingcheng Ni, Junxiang Xu, Kaihuan Liang, Lianqiang Shi, Linjun Dai, Linyan Wang, Oscar Qian, Peng Gao, Pengfei Liu, Qingping Sun, Rui Shen, Ruisi Wang, Shengnan Ma, Shuang Yang, Siyi Xie, Siying Li, Tianbo Zhong, Xiangli Kong, Xuanke Shi, Yang Gao, Yongqiang Yao, Yves Wang, Zhengqi Bai, Zhengyu Lin, Zixin Yin, Wenxiu Sun, Ruihao Gong, Quan Wang, Lewei Lu, Lei Yang, Ziwei Liu, Dahua Lin

CoRR, May, 2026

RNA-FM: Flow-Matching Generative Model for Genome-wide RNA-Seq Prediction.

Yaxuan Song, Jianan Fan, Tianyi Wang, Qiuyue Hu, Hang Chang, Heng Huang, Weidong Cai

CoRR, May, 2026

MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention.

Tianyi Wang, Jianan Fan, Dingxin Zhang, Dongnan Liu, Yong Xia, Heng Huang, Weidong Cai

IEEE Trans. Medical Imaging, April, 2026

Beyond Benchmarks of IUGC: Rethinking Requirements of Deep Learning Methods for Intrapartum Ultrasound Biometry from Fetal Ultrasound Videos.

Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xian, Hongxing Lin, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li

CoRR, February, 2026

VGM-UNet: A hybrid visual graph deformable mamba with fourier neural operator U-Net for medical image segmentation.

Hang Li, Jianan Fan, Tom Weidong Cai

Neural Networks, 2026

Beyond benchmarks of IUGC: Rethinking requirements of deep learning method for intrapartum ultrasound biometry from fetal ultrasound videos.

Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Tom Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xia, Hongxing Li, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li

Medical Image Anal., 2026

Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images.

Yaxuan Song, Jianan Fan, Hang Chang, Tom Weidong Cai

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

ART-ASyn: Anatomy-aware Realistic Texture-based Anomaly Synthesis Framework for Chest X-Rays.

Qinyi Cao, Jianan Fan, Tom Weidong Cai

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

On Structuring Hyperspherical Manifold for Probing Novel Biomedical Entities.

Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai

IEEE Trans. Pattern Anal. Mach. Intell., December, 2025

SurgiATM: A Physics-Guided Plug-and-Play Model for Deep Learning-Based Smoke Removal in Laparoscopic Surgery.

Mingyu Sheng, Jianan Fan, Dongnan Liu, Guoyan Zheng, Ron Kikinis, Weidong Cai

CoRR, November, 2025

On the Theory of Conditional Feature Alignment for Unsupervised Domain-Adaptive Counting.

Zhuonan Liang, Dongnan Liu, Jianan Fan, Yaxuan Song, Qiang Qu, Yu Yao, Peng Fu, Tom Weidong Cai

CoRR, June, 2025

A Small Target Recognition Method Based on an Improved YOLOv8.

Sai Biao Jiang, Jianan Fan, Zhijin Sun, Kaitao Deng, Yanbing Huang

Int. J. Pattern Recognit. Artif. Intell., 2025

Seek Inner: LLM-Enhanced Information Mining for Medical Visual Question Answering.

Ao Ma, Zhiyuan Li, Zhuonan Liang, Tiancheng Gu, Jianan Fan, Jieting Long, Henning Müller, Weidong Cai

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Diversity-Augmented Diffusion Network With LLM Assistance For Radiology Report Generation.

Jieting Long, Zhiyuan Li, Jianan Fan, Zhuonan Liang, Ao Ma, Henning Müller, Weidong Cai

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation.

Mingyu Sheng, Jianan Fan, Dongnan Liu, Ron Kikinis, Weidong Cai

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

Sequential Spatial-Temporal Network for Interpretable Automatic Ultrasonic Assessment of Fetal Head During Labor.

Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Caterina Watson, Jacqueline Spurway, Jillian Clarke, Weidong Cai

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

Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour Awareness.

Hao Xu, Tengfei Xue, Jianan Fan, Dongnan Liu, Yuqian Chen, Fan Zhang, Carl-Fredrik Westin, Ron Kikinis, Lauren J. O'Donnell, Weidong Cai

Proceedings of the Information Processing in Medical Imaging, 2025

ScSAM: Debiasing Morphology and Distributional Variability in Subcellular Semantic Segmentation.

Bo Fang, Jianan Fan, Dongnan Liu, Hang Chang, Gerald J. Shami, Filip Braet, Weidong Cai

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

Learning to Generalize over Subpartitions for Heterogeneity-Aware Domain Adaptive Nuclei Segmentation.

Jianan Fan, Dongnan Liu, Hang Chang, Tom Weidong Cai

Int. J. Comput. Vis., August, 2024

Cell as Point: One-Stage Framework for Efficient Cell Tracking.

Yaxuan Song, Jianan Fan, Heng Huang, Mei Chen, Tom Weidong Cai

CoRR, 2024

Accurate Fetal Head Descent Assessment During Labor Using Video Swin Transformer and Wavelet-Based Multitask Learning for 2024 MICCAI Challenge IUGC.

Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Weidong Cai

Proceedings of the Intrapartum Ultrasound - MICCAI 2024 Grand Challenge, 2024

Revisiting Surgical Instrument Segmentation Without Human Intervention: A Graph Partitioning View.

Mingyu Sheng, Jianan Fan, Dongnan Liu, Ron Kikinis, Tom Weidong Cai

Proceedings of the 1st International Workshop on Multimedia Computing for Health and Medicine, 2024

GroupLearning: Label Noise Mitigation Through Multi-Expert Collaboration for Medical Image Analysis.

Qinyi Cao, Dongnan Liu, Jianan Fan, Weidong Cai

Proceedings of the 39th International Conference on Image and Vision Computing New Zealand, 2024

Multi-Source-Free Domain Adaptation via Uncertainty-Aware Adaptive Distillation.

Yaxuan Song, Jianan Fan, Dongnan Liu, Weidong Cai

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View.

Jianan Fan, Dongnan Liu, Canran Li, Hang Chang, Heng Huang, Filip Braet, Mei Chen, Tom Weidong Cai

Proceedings of the Computer Vision - ECCV 2024, 2024

Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling.

Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

DriveMLM: Aligning Multi-Modal Large Language Models with Behavioral Planning States for Autonomous Driving.

Wenhai Wang, Jiangwei Xie, Chuanyang Hu, Haoming Zou, Jianan Fan, Wenwen Tong, Yang Wen, Silei Wu, Hanming Deng, Zhiqi Li, Hao Tian, Lewei Lu, Xizhou Zhu, Xiaogang Wang, Yu Qiao, Jifeng Dai

CoRR, 2023

Online Tobacco Width Detection Based on Skeleton Detection Algorithm.

Huayuan Jiang, Xin Xie, Jianan Fan, Shicong Hou, Huan Chen

Proceedings of the International Conference on Networking and Network Applications, 2023

Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation.

Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2019

A Fully Convolutional Neural Network for Wood Defect Location and Identification.

Ting He, Ying Liu, Chengyi Xu, Xiaolin Zhou, Zhongkang Hu, Jianan Fan

IEEE Access, 2019