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Paper Publications

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[1] 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.
[2] Yanhao Cui ,Hailong Yuan ,Bin Jiang∗ and Yanxia Zhang∗. A Graph-Based Framework for Fiber Assignment in LAMOST. PASP, 2026.
[3] XinYao Cao , Bin Jiang* , Yanxia Zhang*. Identifying Cataclysmic Variables in DESI Legacy Imaging Surveys Using Deep Learning Methods. PASP, 2026.
[4] 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.
[5] Jingjing Wu , Mr. Yuchen He , Bin Jiang*, Yanxia Zhang*. MSSPE: Multi-Source Stellar Parameter Estimation under Incomplete Photometric Conditions. AJ, 2026.
[6] Haoran Liu , Hongtai Li, Ruijie Li, Bin Jiang*. Physics-Guided Deep Learning for the Classification of Wolf-Rayet Stars in DESI. ApJS, 2026.
[7] 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.
[8] Chuancheng Zhang, Zhenhao Wang, Kaizheng Li, Yaran Lin, Qiang Guo∗, Bin Jiang∗. PCASim: Promptable Closed-loop Adversarial Simulation for Urban Traffic Environment. ICRA2026, 2026.
[9] 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.
[10] Pengchao Yang, Mengxin Wang ,Bin Jiang *and Yanxia Zhang*. MSIHP-Net: A Multiscale Deep Learning Method for Identifying Green Pea Galaxies1. PASP, 2026.
[11] 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.
[12] 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.
[13] 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.
[14] Cuiyanhao, Bin jiang* and Yanxia Zhang*. PIST-Net: A Multimodal Deep Learning Framework for Red Giant Stellar Parameter Estimation. PASP, 2025.
[15] 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.
[16] 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.
[17] 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.
[18] Qi Lin , Jishuo Jia, Yinlin Zhu , Xunkai Li , Bin Jiang*, and Meixia Qu. FedPPD: Towards Effective Subgraph Federated Learning via Pseudo Prototype Distillation. Neural Networks, 2025.
[19] Chengding Xin, Bin Jiang*. Enhancing Long Video Understanding via Hierarchical Event-Based Memory. ICME 2025,
[20] Yong Liu, Bin Jiang*. VPCI: Self-Supervised Visual Prompt-Guided Cross-Domain Interactive Image Fusion Framework. ICASSP 2025, 2025.

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Paper Publications

[1] 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.

[2] Yanhao Cui ,Hailong Yuan ,Bin Jiang∗ and Yanxia Zhang∗. A Graph-Based Framework for Fiber Assignment in LAMOST. PASP, 2026.

[3] XinYao Cao , Bin Jiang* , Yanxia Zhang*. Identifying Cataclysmic Variables in DESI Legacy Imaging Surveys Using Deep Learning Methods. PASP, 2026.

[4] 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.

[5] Jingjing Wu , Mr. Yuchen He , Bin Jiang, Yanxia Zhang. MSSPE: Multi-Source Stellar Parameter Estimation under Incomplete Photometric Conditions. AJ, 2026.

[6] Haoran Liu , Hongtai Li, Ruijie Li, Bin Jiang*. Physics-Guided Deep Learning for the Classification of Wolf-Rayet Stars in DESI. ApJS, 2026.

[7] 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.

[8] Chuancheng Zhang, Zhenhao Wang, Kaizheng Li, Yaran Lin, Qiang Guo∗, Bin Jiang∗. PCASim: Promptable Closed-loop Adversarial Simulation for Urban Traffic Environment. ICRA2026, 2026.

[9] 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.

[10] Pengchao Yang, Mengxin Wang ,Bin Jiang and Yanxia Zhang. MSIHP-Net: A Multiscale Deep Learning Method for Identifying Green Pea Galaxies1. PASP, 2026.

[11] 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.

[12] 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.

[13] 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.

[14] Cuiyanhao, Bin jiang* and Yanxia Zhang*. PIST-Net: A Multimodal Deep Learning Framework for Red Giant Stellar Parameter Estimation. PASP, 2025.

[15] 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.

[16] 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.

[17] 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.

[18] Qi Lin , Jishuo Jia, Yinlin Zhu , Xunkai Li , Bin Jiang*, and Meixia Qu. FedPPD: Towards Effective Subgraph Federated Learning via Pseudo Prototype Distillation. Neural Networks, 2025.

[19] Chengding Xin, Bin Jiang*. Enhancing Long Video Understanding via Hierarchical Event-Based Memory. ICME 2025,

[20] Yong Liu, Bin Jiang*. VPCI: Self-Supervised Visual Prompt-Guided Cross-Domain Interactive Image Fusion Framework. ICASSP 2025, 2025.

Paper Publications

[1] 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.

[2] Yanhao Cui ,Hailong Yuan ,Bin Jiang∗ and Yanxia Zhang∗. A Graph-Based Framework for Fiber Assignment in LAMOST. PASP, 2026.

[3] XinYao Cao , Bin Jiang* , Yanxia Zhang*. Identifying Cataclysmic Variables in DESI Legacy Imaging Surveys Using Deep Learning Methods. PASP, 2026.

[4] 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.

[5] Jingjing Wu , Mr. Yuchen He , Bin Jiang*, Yanxia Zhang*. MSSPE: Multi-Source Stellar Parameter Estimation under Incomplete Photometric Conditions. AJ, 2026.

[6] Haoran Liu , Hongtai Li, Ruijie Li, Bin Jiang*. Physics-Guided Deep Learning for the Classification of Wolf-Rayet Stars in DESI. ApJS, 2026.

[7] 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.

[8] Chuancheng Zhang, Zhenhao Wang, Kaizheng Li, Yaran Lin, Qiang Guo∗, Bin Jiang∗. PCASim: Promptable Closed-loop Adversarial Simulation for Urban Traffic Environment. ICRA2026, 2026.

[9] 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.

[10] Pengchao Yang, Mengxin Wang ,Bin Jiang *and Yanxia Zhang*. MSIHP-Net: A Multiscale Deep Learning Method for Identifying Green Pea Galaxies1. PASP, 2026.

[11] 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.

[12] 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.

[13] 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.

[14] Cuiyanhao, Bin jiang* and Yanxia Zhang*. PIST-Net: A Multimodal Deep Learning Framework for Red Giant Stellar Parameter Estimation. PASP, 2025.

[15] 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.

[16] 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.

[17] 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.

[18] Qi Lin , Jishuo Jia, Yinlin Zhu , Xunkai Li , Bin Jiang*, and Meixia Qu. FedPPD: Towards Effective Subgraph Federated Learning via Pseudo Prototype Distillation. Neural Networks, 2025.

[19] Chengding Xin, Bin Jiang*. Enhancing Long Video Understanding via Hierarchical Event-Based Memory. ICME 2025,

[20] Yong Liu, Bin Jiang*. VPCI: Self-Supervised Visual Prompt-Guided Cross-Domain Interactive Image Fusion Framework. ICASSP 2025, 2025.

[5] Jingjing Wu , Mr. Yuchen He , Bin Jiang, Yanxia Zhang. MSSPE: Multi-Source Stellar Parameter Estimation under Incomplete Photometric Conditions. AJ, 2026.

[7] 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.

[9] 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.

[10] Pengchao Yang, Mengxin Wang ,Bin Jiang and Yanxia Zhang. MSIHP-Net: A Multiscale Deep Learning Method for Identifying Green Pea Galaxies1. PASP, 2026.

[13] 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.

[17] 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.