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Jia-xin Cai
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2020 – today
- 2026
[j23]Jingze Su, Tianle Zhu, Jiaxin Cai
, Zhiyi Wang, Qi Li, Xiao Zhang, Tong Tong, Shu Wang, Wenxi Liu:
Adapting SAM to nuclei instance segmentation and classification via Cooperative Fine-Grained Refinement. Medical Image Anal. 112: 104144 (2026)- [j22]Jiaxin Cai, Siyu Liu, Bin Wang, Tingting Chen, Nenghui Zhu, Rongshang Chen:
Developing a CR-SCAD algorithm for fibrosis and inflammatory activity analysis of chronic hepatitis C. Int. J. Mach. Learn. Cybern. 17(1) (2026) - [j21]Shengjun Zhu, Jiaxin Cai:
SpectralCompressor: frequency-domain text compression for multimodal clinical outcome and cancer recurrence prediction. Multim. Syst. 32(4): 315 (2026) - [j20]Yi Chen, Jiaxin Cai, Xinyang Lin, Xiang Lin, Wenxi Liu:
Intra- and inter-video context-aware action spotting. PeerJ Comput. Sci. 12: e3667 (2026) - [c15]Jiaxin Cai, Rui Lin, Jingze Su, Qi Li, Wenjie Yang, Yuanlong Yu, Wenxi Liu:
Seeing in Double: Dual-Granularity BEV Segmentation via Mamba-Driven Alignment and Polar-Decoupled Experts. AAAI 2026: 2516-2524 - [i12]Jingze Su, Tianle Zhu, Jiaxin Cai, Zhiyi Wang, Qi Li, Xiao Zhang, Tong Tong, Shu Wang, Wenxi Liu:
Adapting SAM to Nuclei Instance Segmentation and Classification via Cooperative Fine-Grained Refinement. CoRR abs/2603.28027 (2026) - [i11]Huangbiao Xu, Huanqi Wu, Xiao Ke, Jiaxin Cai, Junyi Wu, Jinglin Xu:
MoAKE: Toward Unified All-in-One Action Quality Assessment via Mixture of Action Knowledge Experts. CoRR abs/2607.19826 (2026) - 2025
- [j19]Shifu Luo, Hui Peng, Ying Shi, Jiaxin Cai, Songming Zhang, Ningyi Shao, Jinyan Li:
Integration of proteomics profiling data to facilitate discovery of cancer neoantigens: a survey. Briefings Bioinform. 26(2) (2025) - [j18]Yang Qi, Jiaxin Cai, Rongshang Chen:
AO-TransUNet: A multi-attention optimization network for COVID-19 and medical image segmentation. Digit. Signal Process. 164: 105264 (2025) - [j17]Qi Li, Jiexin Luo, Chunxiao Chen, Jiaxin Cai, Wenjie Yang, Yuanlong Yu, Shengfeng He, Wenxi Liu:
Playing to the Strengths of High- and Low-Resolution Cues for Ultra-High Resolution Image Segmentation. IEEE Robotics Autom. Lett. 10(8): 7787-7794 (2025) - [j16]Shengjun Zhu, Jiaxin Cai, Runqing Xiong, Liping Zheng, Duo Ma:
Singular Pooling: A Spectral Pooling Paradigm for Second-Trimester Prenatal Level II Ultrasound Standard Fetal Plane Identification. IEEE Trans. Circuits Syst. Video Technol. 35(12): 12508-12523 (2025) - [c14]Jiaxin Cai, Jingze Su, Qi Li, Wenjie Yang, Shu Wang, Tiesong Zhao, Shengfeng He, Wenxi Liu:
Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation. CVPR 2025: 10587-10598 - [i10]Yang Qi, Jiaxin Cai, Jing Lu, Runqing Xiong, Rongshang Chen, Liping Zheng, Duo Ma:
Multi-Center Study on Deep Learning-Assisted Detection and Classification of Fetal Central Nervous System Anomalies Using Ultrasound Imaging. CoRR abs/2501.02000 (2025) - [i9]Shengjun Zhu, Siyu Liu, Runqing Xiong, Liping Zheng, Duo Ma, Rongshang Chen, Jiaxin Cai:
Multi-Contrast Fusion Module: An attention mechanism integrating multi-contrast features for fetal torso plane classification. CoRR abs/2508.09644 (2025) - [i8]Huanqi Wu, Huangbiao Xu, Runfeng Xie, Jiaxin Cai, Kaixin Zhang, Xiao Ke:
S2LM: Towards Semantic Steganography via Large Language Models. CoRR abs/2511.05319 (2025) - 2024
- [j15]Jiaxin Cai, Ying Huang, Cuijie Diao, Zhihong Jin:
Joint optimization of empty container repositioning and inventory control applying dynamic programming and simulated annealing. Appl. Soft Comput. 167: 112452 (2024) - [j14]Renzhe Wu, Rui Zhang, Jiaxin Cai, Kun Cai, Tingting Wu, Jichao Lv, Yueling Shi, Guoxiang Liu:
Glacial Lake Extraction Framework Based on Coupling of GEE and Historical Glacial Lake Position. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j13]Hongmei Chi, Jiaxin Cai, Xinran Li:
Cascade 2D attentional decoders with context-enhanced encoder for scene text recognition. Neural Comput. Appl. 36(14): 7817-7827 (2024) - [j12]Wenxi Liu, Qi Li, Weixiang Yang, Jiaxin Cai, Yuanlong Yu, Yuexin Ma, Shengfeng He, Jia Pan:
Monocular BEV Perception of Road Scenes via Front-to-Top View Projection. IEEE Trans. Pattern Anal. Mach. Intell. 46(9): 6109-6125 (2024) - [j11]Qi Li, Jiaxin Cai, Jiexin Luo, Yuanlong Yu, Jason Gu, Jia Pan, Wenxi Liu:
Memory-Constrained Semantic Segmentation for Ultra-High Resolution UAV Imagery. IEEE Robotics Autom. Lett. 9(2): 1708-1715 (2024) - [j10]Jiaxin Cai, Yang Li, Baichen Liu, Zhixi Wu, Shengjun Zhu, Qiliang Chen, Qing Lei, Hongyan Hou, Zhibin Guo, Hewei Jiang, Shujuan Guo, Feng Wang, Shengjing Huang, Shunzhi Zhu, Xionglin Fan, Sheng-ce Tao:
Developing Deep LSTMs With Later Temporal Attention for Predicting COVID-19 Severity, Clinical Outcome, and Antibody Level by Screening Serological Indicators Over Time. IEEE J. Biomed. Health Informatics 28(7): 4204-4215 (2024) - [j9]Wenxi Liu, Jiaxin Cai, Qi Li, Chenyang Liao, Jingjing Cao, Shengfeng He, Yuanlong Yu:
Learning Nighttime Semantic Segmentation the Hard Way. ACM Trans. Multim. Comput. Commun. Appl. 20(7): 213:1-213:23 (2024) - [c13]Linhan Xia, Jiaxin Cai, Ricky Yuen-Tan Hou, Seon-Phil Jeong:
Quantification and Validation for Degree of Understanding in M2M Semantic Communications. ICCT 2024: 11-16 - [c12]Jiaxin Cai, Qi Li, Yulin Shen, Jia Pan, Wenxi Liu:
Efficient Semantic Segmentation for Compressed Video. ICRA 2024: 4266-4272 - [c11]Baichen Liu, Jiaxin Cai, Shunzhi Zhu:
VATBoost-Net: Integrating Enhanced Feature Perturbation and Detail Enhancement for Medical Image Segmentation. PRCV (14) 2024: 446-460 - [i7]Linhan Xia, Jiaxin Cai, Ricky Yuen-Tan Hou, Seon-Phil Jeong:
Quantification and Validation for Degree of Understanding in M2M Semantic Communications. CoRR abs/2408.00767 (2024) - [i6]Shengjun Zhu, Siyu Liu, Yang Li, Qing Lei, Hongyan Hou, Hewei Jiang, Shujuan Guo, Feng Wang, Rongshang Chen, Xionglin Fan, Sheng-ce Tao, Jiaxin Cai:
CovidLLM: A Robust Large Language Model with Missing Value Adaptation and Multi-Objective Learning Strategy for Predicting Disease Severity and Clinical Outcomes in COVID-19 Patients. CoRR abs/2412.03593 (2024) - 2023
- [j8]Xiaowen Wang, Siqi Wu, Jiaxin Cai, Guoxiang Liu:
Optimal Pair Selection Applied to Sentinel-2 Images for Mapping Ground Deformation Using Pixel Offset Tracking: A Case Study of the 2022 Menyuan Earthquake (Mw 6.9), China. Remote. Sens. 15(19): 4735 (2023) - [c10]Chenquan Dai, Xiaobin Zhuang, Jiaxin Cai:
A Survey on Deep Learning for Chinese Medical Named Entity Recognition. ICCAI 2023: 472-476 - [i5]Qi Li, Jiaxin Cai, Yuanlong Yu, Jason Gu, Jia Pan, Wenxi Liu:
Memory-Constrained Semantic Segmentation for Ultra-High Resolution UAV Imagery. CoRR abs/2310.04721 (2023) - 2022
- [j7]Jiaxin Cai, Yubo Li, Yandong Yin, Xiaohan Wang, Lalith Edirisinghe, Zhihong Jin:
Optimization on the multi-period empty container repositioning problem in regional port cluster based upon inventory control strategies. Soft Comput. 26(14): 6715-6738 (2022) - [j6]Kun Chen, Guoxiang Liu, Wei Xiang, Tao Sun, Kun Qian, Jiaxin Cai, Saied Pirasteh, Xiao Chen:
Assimilation of SBAS-InSAR Based Vertical Deformation Into Land Surface Model to Improve the Estimation of Terrestrial Water Storage. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2826-2835 (2022) - [c9]Qiliang Chen, Hasiqidalatu Tang, Jiaxin Cai:
Human Action Recognition Based on Vision Transformer and L2 Regularization. ICCPR 2022: 224-228 - [c8]Chenquan Dai, Xiaobin Zhuang, Jiaxin Cai:
Chinese Electronic Medical Record Named Entity Recognition Based on Bi-RNN-LSTM-RNN-CRF. ICCPR 2022: 577-583 - [c7]Hasiqidalatu Tang, Jiaxin Cai:
A Survey on Human Action Recognition based on Attention Mechanism. ICIIT 2022: 46-51 - [c6]Liuqing Dong, Jiaxin Cai:
An Overview of Machine Learning Methods used in Fatigue Driving Detection. ICIIT 2022: 65-69 - [i4]Wenxi Liu, Qi Li, Weixiang Yang, Jiaxin Cai, Yuanlong Yu, Yuexin Ma, Shengfeng He, Jia Pan:
Monocular BEV Perception of Road Scenes via Front-to-Top View Projection. CoRR abs/2211.08144 (2022) - 2021
- [j5]Jiaxin Cai, Xiaowen Wang, Guoxiang Liu, Bing Yu:
A Comparative Study of Active Rock Glaciers Mapped from Geomorphic- and Kinematic-Based Approaches in Daxue Shan, Southeast Tibetan Plateau. Remote. Sens. 13(23): 4931 (2021) - 2020
- [j4]