发改委重点专项，视觉感知场景训练、推理、模型适配子课题，400万，参与，2026-2028
北京达佳互联，图像真实退化与人像复原研究，100万，参与，2025-2026
虚拟现实技术与系统全国重点实验室（北京航空航天大学）开放课题，主持，2026-2028
上海申康医院，医疗大数据训练设施项目，4396万，参与，结题，2023-2025
上海徐汇区人工智能医疗院地合作项目，基于多模态影像及人工智能的冠脉血流结构、功能及病变性质辅助评估系统，200万，参与，结题
中国博士后面上，基于几何多尺度建模技术的脑动脉瘤血流动力学研究，8万，主持，结题
国自然面上，基于个体化血流动力学模型的脑动脉瘤生长/破裂机制研究，63万，参与，结题
国自然面上，血流动力学影响动脉瘤壁重构对动脉瘤破裂的作用和机制，50万，参与，结题
上海申康医院，CTA联合血流动力学预测脑动脉瘤破裂的新方法，30万，参与，结题
1.Lijian Xu*, Ziyu Ni, Xinglong Liu, Xiaosong Wang, Hongsheng Li, Shaoting Zhang. Advancing Clinical Interpretation: Integrated Multi-Task Vision-Language Model for Chest Radiograph Analysis.Med.2026.(Cell子刊, IF 13.3)
2.Xiaoyu Yang,Lijian Xu*,Xingyu Zeng,Xiaosong Wang, Hongsheng Li, Shaoting Zhang. SCALAR: Scene-Aware Framework for Efficient and Generalized Spatial-ConceptAlignment. Pattern Recognition.2026.(JCR一区国际期刊)
3.Landi He, Shawn Young,Lijian Xu*. StepPrune: Stepwise Sequential Token Selection for Multimodal Large Language Models. WAICA 2026.(世界人工智能大会)
4.Zhuo Chen,Shawn Young,Lijian Xu*.TC-SSA:Token Compression via Semantic Slot Aggregation for Gigapixel Pathology Reasoning. MICCAI2026.(CCF B类国际会议,医学影像AI顶会)
5.Zhiqiang Wang, Kunfeng Chen, Gongbin Tang,Lijian Xu*, Dongfeng Xue. From scalar indicators to full-field prediction: A multi-scale surrogate framework for thermal-field design in large-diameter Czochralski growth. Journal of Crystal Growth. 2026 (AI4S晶体领域顶刊)
6.Xiaoyu Yang,Lijian Xu*, Hongsheng Li, Shaoting Zhang.One Leaf Reveals the Season: Occlusion-Based Contrastive Learning withSemantic-Aware Views for Efficient Visual Representation.International Conference on Machine Learning2025.(CCF A类国际会议)
7.Xiaoyu Yang,Lijian Xu*,Qing Xia,Simon Yu, Hongsheng Li, Shaoting Zhang.Segmentation and Vascular Vectorization for Coronary Artery by Geometry-based Cascaded Neural Network. IEEE Transactions on MedicalImaging.2024.1:259-269.(JCR一区,医学影像处理顶刊)
8.Lijian Xu, Fuyou Liang, Lixu Gu, Hao Liu.Flow instability detected in ruptured versus unruptured cerebral aneurysms at the internal carotidartery. Journal of Biomechanics. 2019.72:187–199.(JCR二区,生物力学顶刊)
9.Lijian Xu, Fuyou Liang, Hao Liu.Influence of aging-associated flow waveform variation on hemodynamics in aneurysms present at internal carotid artery: a computational model-based study.Computers in Biology and Medicine.2018.101:51–60.(JCR一区国际期刊)
10.Lijian Xu,Lekang Yin, Youjun Liu, Fuyou Liang.A computational study on the influence of aortic valve disease on hemodynamics in dilated aorta. Mathematical Biosciences and Engineering. 2020.17(1): 606-626.(JCR二区国际期刊)
11.Lijian Xu,TianyangYang, LekangYin, Y Vassilevski, FuyouLiang.Numerical simulation of blood flow in aorta with dilation: a comparison between laminar and LES modeling methods. Computer Modeling in Engineering & Sciences.2020.124(2): 509-526.(JCR二区国际期刊)
12.Lijian Xu, Fuyou Liang, Bing Zhao, Hao Liu.Morphological and hemodynamic factors associated with ruptured middle cerebral artery mirror aneurysms: a retrospective study. World Neurosurgery. 2020.137: e138-e143.(JCR二区国际期刊)
13.Lijian Xu, Lixu Gu, Hao Liu.Exploring potential association between flow instability and rupture in patients with matched-pairs of ruptured–unruptured intracranial aneurysms.Biomedical Engineering Online. 2016.15: 461-477.(JCR二区国际期刊)
14.Lijian Xu,Michiko Sugawara, Gaku Tanaka, Hao Liu.Effect of elasticity on wall shear stress inside cerebral aneurysm at anterior cerebral artery. Technology and Health Care. 2016.24(3): 349-357.(SCI国际期刊)
15.Lijian Xu,Bing Zhao,Fuyou Liang.Computational methods applied to analyze the hemodynamic effects of flow-diverter devices in the treatment of cerebral aneurysms: current status and future directions. Medicine in Novel Technology and Devices.2019.3: 100018.
16.Lijian Xu,Atsushi Saito, Yoko Yokoyama, Hao Liu.Low-frequency harmonics in inlet flow rate play a crucial role in inducing flow instabilities in terminal cerebral aneurysms. Journal of Biomechanical Science and Engineering. 2016.11(3): 16-00117-16-00117.
17.Lijian Xu, Jun Liu, Weiwei Zhan, Lixu Gu. A novel algorithm for CT-ultrasound registration. IEEE EMBS Point-of-Care Healthcare Technologies. 2013.(SCI国际期刊)
18.Xiaoyu Yang,LijianXu*, Qing Xia, Simon Yu, Hongsheng Li, Shaoting Zhang. Geometry-based end-to-end segmentation of coronary artery in computed tomography angiography.International Workshop on Trustworthy Machine Learning for Healthcare. 2023: 190-196.(CCF A类国际会议，workshop)
19.Ziyu Ni, Linda Wei,Lijian Xu*,Qing Xia, Hongsheng Li, Shaoting Zhang, Dimitris Metaxas.Voxel2hemodynamics: An end-to-end deep learning method for predicting coronary artery hemodynamics. International Workshop on Statistical Atlases and Computational Models of the Heart. 2023: 15-24.(CCF B类国际会议，workshop)
20.Lijian Xu, Lekang Yin, Fuyou Liang.Comparison of Aortic Flow patterns in Patients with and without Aortic Valve Disease: Hemodynamic Simulation based on PC-MRI and CTA data. The first international symposium on Biomechanics and Mechanobiology in Cardiovascular System, 18-20 Dec 2018. Nanjing, China.(国内会议)
21.Lijian Xu, Fuyou Liang, Hao LIu. Waveform dependence of hemodynamic factors in cerebral aneurysms at internal carotid artery, 8th World Congress of Biomechanics, 8-12 July 2018. Dublin, Ireland.(国际会议)
22.Lijian Xu, Hao Liu.Flow instability may not closely correlate with the rupture of cerebral aneurysms at the internal carotid artery. 5th International Conference on Computational and Mathematical Biomedical Engineering. 10-12 April 2017. Pittsburgh, United States.(国际会议)
23.Lijian Xu, Hao Liu.Association between flow instability and rupture of intracranial cerebral aneurysms：effects of low frequency harmonics in inlet flow rate, The 39th Japanese Society of Biorheology, 18-19 June 2016. Tokyo, Japan.(国际会议)
24.Lijian Xu, Hao Liu.The effect of inlet waveform on computational hemodynamics of intracranial aneurysms. 4th International Conference on Computational and Mathematical Biomedical Engineering. 29 June -1 July 2015. Cachan, France.(国际会议)
25.Lijian Xu, Hao Liu. Simulation-based Prediction of Occlusion inside Cerebral Aneurysm at Bifurcation of Anterior Communicating Artery, 7th World Congress of Biomechanics, 6-11 July 2014. Boston, United States.(国际会议)
26.Zhiqiang Zhang,Lijian Xu, Rong Liu, Fuyou Liang.Importance of incorporating systemic cerebroarterial hemodynamics into computational modeling of blood flow in intracranial aneurysm. Journal of Hydrodynamics. 2020. 32:510-522.(JCR一区国际期刊)
27.Xuanyu Li, Xiaosheng Liu,Lijian Xu, Fuyou Liang, Bing Zhao, Hao Liu. Tortuosity of the superficial femoral artery and its influence on blood flow patterns and risk of atherosclerosis. Biomechanics and Modeling in Mechanobiology. 2019, 18: 883-896.(JCR一区国际期刊)
28.Xingdong Zhou, Lekang Yin,Lijian Xu, Fuyou Liang, Bing. Non-periodicity of blood flow and its influence on wall shear stress in the carotid artery bifurcation. Journal of Biomechanics. 2020, 101: 109617.(JCR二区,生物力学顶刊)
29.Zhuowei Li, Qing Xia,..Lijian Xu, Shaoting Zhang. A Deep Reinforced Tree-traversal Agent for Coronary Artery Centerline Extraction. MICCAI, 2021: 418-428.(CCF B类国际会议,医学影像AI顶会)
30.DebaoGuan,YuqianMei,Lijian Xu,LiCai, Xiaoyu Luo,HaoGao.Effects of dispersed fibres in myocardial mechanics, Part I: passive response. Mathematical Biosciences and Engineering, 19(4), 3972-3993.(JCR二区国际期刊)
31.DebaoGuan,YingjieWang,Lijian Xu,LiCai, Xiaoyu Luo,HaoGao. (2022). Effects of dispersed fibres in myocardial mechanics, Part II: active response. Mathematical Biosciences and Engineering, 19(4), 4101-4119.(JCR二区国际期刊)
32.Lin Qi, Jie-ying Liang,..Lijian Xu, Bao-cai Xing, Xin Wang, Yu-hong Li.Deep learning-derived spatial organization features on histology images predicts prognosis in colorectal liver metastasis patients after hepatectomy. Iscience, 2023, 26(10).(JCR一区国际期刊)
