Bin Jiang
Associate Professor
No Content
Paper Publications
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[1] Yuchen He; Yanhao Cui; Jingjing Wu; Chenyang Lv; Jirui Chang; Bin Jiang*; Yanxia Zhang*. A White-box Approach to Targeting Cataclysmic Variables Using Symbolic Regression. PASP, 2026.
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[2] Botao Gu,Weiting Wu,Bin Jiang*. LDTC-YOLO: A Lightweight Detection Model for Typical Citrus Leaf and Fruit Diseases in Real Orchard Environments. Agriculture, 2026.
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[3] Jingjing Wu, Yuchen He, Bin Jiang*, and Yanxia Zhang*. Salvaging Defective Spectra: Deep Learning Restoration of Defective Stellar Spectra. apjs,
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[4] Yu-Xuan Sun, Hai-Long Yuan, Bin Jiang* and Yan-Xia Zhang*. A Graph Neural Network Solver for Fiber Assignment in Multi-Object Spectroscopic Surveys. RAA, 2026.
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[5] Yanhao Cui ,Hailong Yuan ,Bin Jiang∗ and Yanxia Zhang∗. A Graph-Based Framework for Fiber Assignment in LAMOST. PASP, 2026.
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[6] XinYao Cao , Bin Jiang* , Yanxia Zhang*. Identifying Cataclysmic Variables in DESI Legacy Imaging Surveys Using Deep Learning Methods. PASP, 2026.
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[7] Wang Mengxin,Wu Jingjing ,He Yuchen ,Liu Chenhao ,Jiang Bin* , Zhang Yanxia *. Identification of Galactic H II Regions in LAMOST by Siamese Network. PASP, 2026.
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[8] Jingjing Wu , Mr. Yuchen He , Bin Jiang*, Yanxia Zhang*. MSSPE: Multi-Source Stellar Parameter Estimation under Incomplete Photometric Conditions. AJ, 2026.
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[9] Haoran Liu , Hongtai Li, Ruijie Li, Bin Jiang*. Physics-Guided Deep Learning for the Classification of Wolf-Rayet Stars in DESI. ApJS, 2026.
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[10] Junyu Meng ,Jingjing Wu ,Yuchen He , Bin Jiang*,Yanxia Zhang *. Detection of Strong Gravitational Lenses with Lens-Topology Relation and Arc-Assisted Annotations. ApJS, 2026.
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[11] Chuancheng Zhang, Zhenhao Wang, Kaizheng Li, Yaran Lin, Qiang Guo∗, Bin Jiang∗. PCASim: Promptable Closed-loop Adversarial Simulation for Urban Traffic Environment. ICRA2026, 2026.
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[12] Pengchao Yang, Yuchen He, Xinyao Cao, Bin Jiang*, Yanxia Zhang*. Discovery of Green Pea Galaxies in DESI Legacy Imaging Surveys Using Deep Learning. Monthly Notices of the Royal Astronomical Society, 2026.
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[13] Pengchao Yang, Mengxin Wang ,Bin Jiang *and Yanxia Zhang*. MSIHP-Net: A Multiscale Deep Learning Method for Identifying Green Pea Galaxies1. PASP, 2026.
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[14] Yuhao Shi, Chenyang Lv, Yuchen He, Bin Jiang* and Yanxia Zhang*. CAFDA-YOLO: A Cross-Axis Fusion Dual Attention object-detection model for blue straggler stars. PASJ, 2025.
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[15] Chen-Yang Lv, Peng-Chao Yang, Ji-Rui Chang, Bin Jiang* , Yan-Xia Zhang*. PRMA: A High-Precision Pulsar Recognition Model Supporting Single- and Multi-Modal Inputs. RAA, 2025.
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[16] Chenyang Lv, Aoran Sun, Yuchen He, Jirui Chang, YanHao Cui, Bin Jiang*, and Yanxia Zhang*. Identification of Blue Straggler Stars Based on MultiScale Dilation and Attention Mechanisms. PASP, 2025.
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[17] Cuiyanhao, Bin jiang* and Yanxia Zhang*. PIST-Net: A Multimodal Deep Learning Framework for Red Giant Stellar Parameter Estimation. PASP, 2025.
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[18] Dingxin Cheng, Jiawei Gu, Kang Xie* , Mengyue Zhang , Gang Wang , Bin Jiang*. Multi-scale Weight-residual Transformer for Uni-and Multi-modal Representation Learning. IJCNN, 2025.
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[19] Jirui Chang, Wenyu Wang, Meixia Qu, Kun Su, Liangping Tu, Chenyang Lv, Bin Jiang * and Yanxia Zhang*. Classification of Wolf-Rayet Stars from LAMOST DR10. The Astrophysical Journal Supplement Series,ApJS, 2025.
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[20] Chen Zhang, Wenyu Wang, Meixia Qu, Bin Jiang*,YanXia Zhang*. Searching for high-redshift quasars with the Photometric Vision Quasar Network (PVQNet). Publications of the Astronomical Society of Japan, 2025.