部分国际期刊：
[1] Shuai Wang, Haonan Qin（秦皓楠）*, Jun Ling, Zhou Ye, Yuan Qiu, Guantao Chen, Jitao Ma, Weiying Xie, Yunsong Li. HTD-GMD: Hyperspectral Target Detection Based on Generative Self-supervised Learning with Mamba and Diffusion Models[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), pp. 1-16, 2026. (中科院一区，Top)
[2] Haonan Qin（秦皓楠）, Shuai Wang*, Yunsong Li*, Weiying Xie, et al. A Signature-constrained Two-stage Framework for Hyperspectral Target Detection Based on Generative Self-supervised Learning[J]. IEEE Transactions on Geoscience and Remote Sensing (TGRS), pp. 1-16, 2025, Art no. 5514917. (中科院一区，Top)
[3] Haonan Qin（秦皓楠）, Shuai Wang*, Yunsong Li*, Weiying Xie, et al. Hyperspectral Target Detection Based on Generative Self-supervised Learning with Wavelet Transform[J]. IEEE Transactions on Geoscience and Remote Sensing (TGRS), pp. 1-15, 2025, Art no. 5510815. (中科院一区，Top)
[4] Haonan Qin（秦皓楠）, Weiying Xie*, Yunsong Li*, Qian Du. HTD-TS3: Weakly Supervised Hyperspectral Target Detection based on Transformer via Spectral-Spatial Similarity[J]. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 35, no. 11, pp. 16816-16830, Nov. 2024. (中科院一区，Top)
[5] Haonan Qin（秦皓楠）, Weiying Xie*, Yunsong Li, Kai Jiang, Jie Lei, Qian Du. Weakly Supervised Adversarial Learning via Latent Space for Hyperspectral Target Detection[J]. Pattern Recognition (PR), vol. 135, pp. 1-13, March 2023.. (中科院一区，Top)
[6] Yunsong Li, Haonan Qin（秦皓楠）, Weiying Xie*. HTDFormer: Hyperspectral Target Detection based on Transformer with Distributed Learning[J]. IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 61, pp. 1-15, 2023, Art no. 5524715. (中科院一区 , Top)（ESI 高被引）
[7] Haozhi Shi, Weiying Xie*, Haonan Qin（秦皓楠）,Yunsong Li, Leyuan Fang. Visual State Space Model with Graph-Based Feature Aggregation for Blind Image Quality Assessment[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), pp. 1-13, 2025. (中科院一区，Top)
[8] Weiying Xie, Haonan Qin（秦皓楠）, Yunsong Li*, Zhuo Wang, Jie Lei. A Novel Effectively Optimized One-Stage Network for Object Detection in Remote Sensing Imagery[J]. Remote Sensing (RS), vol. 11, no. 11, pp. 1-26, 2019. (中科院二区)
[9] Haonan Qin（秦皓楠）, Yunsong Li*, Jie Lei, Weiying Xie, Zhuo Wang. A Specially Optimized One-Stage Network for Object Detection in Remote Sensing Images[J]. IEEE Geoscience and Remote Sensing Letters (GRSL), vol. 18, no. 3, March 2021. (中科院三区)
部分国际会议：
[1] Chenhe Hao, Weiying Xie*, Daixun Li, Haonan Qin（秦皓楠）, Hangyu Ye, Leyuan Fang, Yunsong Li. FedCS: Coreset Selection for Federated Learning[C]. 2025 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2025), pp. 1-10, 2025. (CCF A 类会议)
[2] Weiying Xie*, Zihan Meng, Jitao Ma, Wenjin Guo, Haowei Li, Haonan Qin（秦皓楠）, Leyuan Fang, Yunsong Li. Allowing Oscillation Quantization: Overcoming Solution Space Limitation in Low Bit-Width Quantization[C]. 2025 International Conference on Computer Vision (ICCV 2025), pp. 1-10, 2025. (CCF A 类会议)
[3] Shuai Wang, Jun Ling, Haonan Qin（秦皓楠）*, Zhou Ye, Guantao Chen, Yuan Qiu, Weiying Xie, Yunsong Li. SSF-HTD: A Self-Supervised Framework for Hyperspectral Target Detection with Enhanced Spectral-Spatial Representations[C]. 2026 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2026). (EI 国际会议)
[4] Shuai Wang, Yunsong Li, Weiying Xie, Haonan Qin（秦皓楠）, Jiahao Guo, Mingxuan Li. HTD-SAE: A Signature-Constrained Autoencoder for Hyperspectral Target Detection through Large-scale Pre-training[C]. 2025 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2025). (EI 国际会议)
[5] Haonan Qin（秦皓楠）, Weiying Xie, Yunsong Li, Qian Du. HTD-ViT: Spectral-Spatial Joint Hyperspectral Target Detection with Vision Transformer[C]. 2022 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2022). (EI 国际会议)
[6] Haonan Qin（秦皓楠）, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du. PTGAN: A Proposal-Weighted Two-Stage GAN with Attention for Hyperspectral Target Detection[C]. 2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021). (EI 国际会议)
[7] Zhuo Wang, Haonan Qin（秦皓楠）, Yunsong Li, Jie Lei, Weiying Xie. SOON: Specifically Optimized One-Stage Network for Object Detection in Remote Sensing Imagery[C]. 2019 IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2019). (CCF C 类会议)
部分发明专利：
[1] 秦皓楠 , 王帅，陈冠涛，谢卫莹，李云松。专利名称：基于扩散模型与曼巴结构的高光谱图像目标检测方法 [P]. 中国，发明专利，专利号：CN202511479833.5 申请日期：2025.1006.
[2] 秦皓楠 , 王帅，谢卫莹，李云松。专利名称：基于生成式自监督学习与小波变换的高光谱目标检测方法 [P]. 中国，发明专利，专利号：CN202510340370.8 申请日期：2025.0321.
[3] 谢卫莹，秦皓楠 , 李云松。专利名称：基于样本挖掘与背景重构的高光谱图像目标检测方法 [P]. 中国，发明专利，专利号：CN202110134786.6. 申请日期：2021.0129. 授权公告日：2023.0106.