深林印象南京林业大学
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PUBLICATIONS

论文目录

  1. Xu Y, Lin H, Yang Y, Xia JA, Han Z. A Lightweight Vision-Language-Action Policy with Progress-Aware Hybrid Execution for UAV Waypoint Navigation in AirSim. Sensors, 2026, 26(14): 4655.

  2. Liang X, Wu F#, Wu J. A Wavelet–Quaternion Neural Module for Universal Visual Backbones. ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026, 3116-3120. （CCF-B） （共同第一作者）

  3. Lu G, Wang X, Xie M, Lin X, Zhu B, Wei Y, Zhang B, Du J, Wu F, Shu H. Bi-level alignment with super-resolution head for unsupervised cephalometric landmark localization. Physics in Medicine & Biology, 2026, 71(2): 025007.

  4. Wang Y, Zhang Y, Weng L, Lin H, Xia M. CFR-Net: A Coarse-to-Fine Concatenated Dual Decoder Based on Frequency-Space-Structure Fusion for Robust Remote Sensing Change Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026, 19: 19442-19458.

  5. Zhang Y, Lu W, Weng L, Lin H, Xia M. CMF-SnowNet: Cross-Modal Fusion With Attent-Guided GAN and Temporal ConvNeXt for Long-Term Snow Cover Prediction. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026, 19: 16546-16566.

  6. Chi Q, Wu F#, Liu Y, Zhang Y, Liu Z, Haigron P, Shu H. D2SFNet: Dual-domain spatial-frequency network for few-shot medical image segmentation. Expert Systems with Applications, 2026, 299: 130107. （JCR Q1, IF=7.5） （共同第一作者） 2025 年在线，2026 年正式卷期（299 卷）。

  7. Ma Z, Wang F, Lin H*. ESE-PWDNet: an efficient early-stage pine wilt disease detection network. Frontiers in Plant Science, 2026, 17: 1841429. （中科院2区） （通讯作者）

  8. Li X, Wang J, Fu Y, Weng L, Sun Z, Xia M, Lu Z, Lin H. FedCSI: Profile-Driven Clustering and Cross-Scale Interaction for Heterogeneous Federated Graph Learning. IEEE Internet of Things Journal, 2026, 13(18): 43926-43943.

  9. Lu Z, Li X, Zhang S, He B, Lin H, Xia M, Zheng B. FedSHA: Structure-aware heterogeneity adaptation for personalized federated graph node classification. Neurocomputing, 2026, 703: 134775.

  10. Liu S, Zhu C, Yin H, Qin K, Lin H, Huang J, Xia M, Weng L. GLMamba: A Global–Local Mamba Network for Efficient Remote Sensing Change Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026, 19: 11344-11360.

  11. Feng Y, Zhang Y, Liu S, Lin H, Weng L. HFA-Net: hierarchical fusion attention network for remote sensing image change detection. Journal of Applied Remote Sensing, 2026, 20(04): 1-23.

  12. Chi Q, Liu Y, Zhang Y, Liu Z, Wu F, Dillenseger JL, Shu H. Mask Correction and Contrastive Feature Aggregation for few-shot medical image segmentation. Pattern Recognition, 2026, 179: 113790.

  13. Liu Y, Shu H, Chi Q, Zhang Y, Liu Z, Wu F, Chen X, Wang L, Liu Y, Zhang P, Gui Z. MRED-Net: A pure tokens-to-token visual mamba-based residual encoder-decoder network for low-dose CT denoising. Expert Systems with Applications, 2026, 301: 130305.

  14. Xiao X, Lin Y, Wang S, Lin H*, Wang F. MSDF-Net: a cross-version lightweight detection framework based on deformable convolution and high-resolution feature enhancement for pine wilt disease. Frontiers in Plant Science, 2026, 17: 1857579. （中科院2区） （通讯作者）

  15. Fu Y, Xia M, Weng L, Lin H. Multibranch Dendritic Computing for Federated Graph Neural Networks: Maintaining Interpretability Under Privacy Constraints. IEEE Internet of Things Journal, 2026, 13(6): 11995-12014.

  16. Zhang Y, Lu W, Weng L, Hu K, Xia M, Lin H, Huang J. Multimodal Fusion ConvLSTM Model for Long-Term Snow Cover Image Prediction. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026, 19: 22526-22543.

  17. Ding S, Wu F#, Kong Y, Shu H. Patient-Conditioned Vision–Language Priors with Stable Mixture-of-Experts for Label-Efficient Alzheimer’s MRI Staging. Medical Image Computing and Computer Assisted Intervention – MICCAI 2026, 2026, 16880: 419-428. （CCF-B） （共同第一作者） MICCAI 2026 会议；纸书印刷年版权年为 2027。

  18. Suo L*, Zhang Z, Yang L, Liu Y. Performance Analysis of Uplink Opportunistic Scheduling for Multi-UAV-Assisted Internet of Things. Drones, 2026, 10(1): 18. （通讯作者）

  19. Liang X, Zhou S, Chen LA, Weng L, Lin H, Huang Y, Xia M. Rederived Closed-Form Continuous-Time Neural Networks. IEEE Transactions on Neural Networks and Learning Systems, 2026, 37(9): 4381-4395.

  20. Zhang Y, Wu F, Zhang C, Yang G, Haigron P, Coatrieux JL, Shu H. Semi-supervised coronary artery segmentation based on latent information cross-supervision. Biomedical Signal Processing and Control, 2026, 113: 109182. （JCR Q2, IF=4.9）

  21. Zhou W, Suo L*. Task Duration-Constrained Joint Resource Allocation and Trajectory Design for UAV-Assisted Backscatter Communication System. Applied Sciences, 2026, 16(9): 4159. （通讯作者）

  22. Wang Z, Wang F, Lin H*. TEA-LWNet: a lightweight multispectral feature enhancement network based on RGB–NIR fusion for detection of tea leaf diseases and pests. Frontiers in Plant Science, 2026, 17: 1879101. （中科院2区） （通讯作者）

  23. Chi Q, Wu F#, Liu Y, Zhang Y, Liu Z, Shu H. TriCD-Net: Triple-Attention Coordinated Cross-Layer Dynamic Network for Few-Shot Medical Image Segmentation. IEEE Transactions on Medical Imaging, 2026, 45(10): 4970-4984. （JCR Q1, IF=12.4） （共同第一作者）

  24. Wang J, Cheng G, Wang F, Zhou H, Lin H*. VMMFNet: a lightweight dual-branch multispectral fusion network for multi-stage detection of pine wilt disease. Computers and Electronics in Agriculture, 2026, 253: 112218. （中科院1区，TOP） （通讯作者）

  25. Zhang Y, Wu F, Zhang C, Wang C, Zhang Y, Li H, Liu Y, Haigron P, Tang T, Cui Y, Shu H. Wavelet-enhanced hybrid state space and convolutional network for coronary artery segmentation. Engineering Applications of Artificial Intelligence, 2026, 181: 115607.

  26. Suo L*, Wang D, Zhou W, Peng X. Weighted Sum-Rate Maximization and Task Completion Time Minimization for Multi-Tag MIMO Symbiotic Radio Networks. Sensors, 2026, 26(2): 644. （通讯作者）

  27. Wang C, Wu F#, Zhang Y, Shu H, Senhadji L. XNET-DT: Direction-Aware and Resource-Balanced Dual-Tree Complex Wavelet Network for Fully- and Semi-Supervised Coronary Artery Segmentation. ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026, 6231-6235. （CCF-B） （共同第一作者）

  28. Zhu J, Lin H, Gou Z, Xu Y, Liu H, Tang M, Wang L, Li S, Hu B. A Dynamic and Timely Point-of-Interest Recommendation Based on Spatio-Temporal Influences, Timeliness Feature and Social Relationships. ISPRS International Journal of Geo-Information, 2025, 14(2): 68.

  29. Jiao W, Du W, Zhang C, Suo L. A High-Efficient Wi-Fi-Based Cross-Domain Recognition Framework Using Multisource Domain Adaptation for Single-Transceiver Scenarios. IEEE Sensors Journal, 2025, 25(8): 14196-14208.

  30. Zhang E, Li Y, Lin H, Xia M. A Lightweight Remote-Sensing Image-Change Detection Algorithm Based on Asymmetric Convolution and Attention Coupling. Remote Sensing, 2025, 17(13): 2226.

  31. Bai M, Di X, Yu L, Ding J, Lin H*. A Pine Wilt Disease Detection Model Integrated with Mamba Model and Attention Mechanisms Using UAV Imagery. Remote Sensing, 2025, 17(2): 255. （中科院2区） （通讯作者）

  32. Sun Y, Wei W, Guo J, Lin H, Xu Y. A Semi-Supervised Wildfire Image Segmentation Network with Multi-Scale Structural Fusion and Pixel-Level Contrastive Consistency. Fire, 2025, 8(8): 313.

  33. Zhao Z, Liang X, Xia M, Weng L, Lin H, Huang J. A Triple-Branch Model With Style-Unified Contrastive Learning and Adaptive Dice Focal Loss for Change Detection. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63: 1-21.

  34. Li X, Suo L*, Jiao W, Liu X, Liu Y. Cooperative Overbooking-Based Resource Allocation and Application Placement in UAV-Mounted Edge Computing for Internet of Forestry Things. Drones, 2025, 9(1): 22. （通讯作者）

  35. Gu Y, Jing Y, Li HD, Shi J, Lin H*. DEMNet: A Small Object Detection Method for Tea Leaf Blight in Slightly Blurry UAV Remote Sensing Images. Remote Sensing, 2025, 17(12): 1967. （中科院2区） （通讯作者）

  36. Shi N, Lin H, Ji H, Xia M. Dual Branch Encoding Feature Aggregation for Cloud and Cloud Shadow Detection of Remote Sensing Image. Applied Sciences, 2025, 15(11): 6343.

  37. Zhu T, Zhao Z, Xia M, Huang J, Weng L, Hu K, Lin H, Zhao W. FTA-Net: Frequency-Temporal-Aware Network for Remote Sensing Change Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18: 3448-3460.

  38. Wang J, Jin L, Wang F, Zhou H, Lin H*. Hierarchical attention and feature enhancement network for multi-scale small targets in pine wilt disease. Computers and Electronics in Agriculture, 2025, 239: 111037. （通讯作者）

  39. Ren H, Xia M, Weng L, Lin H, Huang J, Hu K. Interactive and Supervised Dual-Mode Attention Network for Remote Sensing Image Change Detection. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63: 1-18.

  40. Shen Y, Wang F, Qian J, Lin H*. LE-PWDNet: a lightweight and enhanced detection framework based on DEIM for early-stage pine wilt disease. Frontiers in Plant Science, 2025, 16: 1701009. （中科院2区） （通讯作者）

  41. Ren Z, Weng L, Xia M, Lin H. MCINet: multi-attentive cross-level interaction network for cloud and snow segmentation. Journal of Applied Remote Sensing, 2025, 20(02): 1-15.

  42. Zhou J, Wang F, Zhou H, Lin H*. PWD-lightweight and feature fusion network for multi-stage joint detection of pine wilt disease. Computers and Electronics in Agriculture, 2025, 239: 111015. （中科院1区，TOP） （通讯作者）

  43. Chen Z, Lin H*, Bai D, Qian J, Zhou H, Gao Y. PWDViTNet: A lightweight early pine wilt disease detection model based on the fusion of ViT and CNN. Computers and Electronics in Agriculture, 2025, 230: 109910. （中科院1区，TOP） （通讯作者）

  44. Liu Y, Shu H, Chi Q, Zhang Y, Liu Z, Wu F, Coatrieux JL, Liu Y, Wang L, Zhang P, Gui Z. SDCNN: Self-Supervised Disentangled Convolutional Neural Network for Low-Dose CT Denoising. IEEE Transactions on Instrumentation and Measurement, 2025, 74: 1-13.

  45. Ma Y, Lin H. Semi-supervised segmentation of forest fires from UAV remote sensing images via panoramic feature fusion and pixel contrastive learning. Frontiers in Forests and Global Change, 2025, 8: 1669707.

  46. Cheng P, Xia M, Wang D, Lin H, Zhao Z. Transformer Self-Attention Change Detection Network with Frozen Parameters. Applied Sciences, 2025, 15(6): 3349.

  47. Wu F, Wu J, Zhang C, Kong Y, Yang C, Yang G, Shu H, Carrault G, Senhadji L. Wavelet-Based Dual-Task Network. IEEE Transactions on Neural Networks and Learning Systems, 2025, 36(7): 12117-12130. （JCR Q1, IF=10.2） 2024 年在线，2025 年正式卷期。

  48. Lin Y, Xiao X, Lin H*. YOLOv8-FDA: lightweight wheat ear detection and counting in drone images based on improved YOLOv8. Frontiers in Plant Science, 2025, 16: 1682243. （中科院2区） （通讯作者）

  49. 薛震洋, 林海峰*, 焦万果. 基于卷积神经网络的林火小目标和烟雾检测模型. 南京林业大学学报(自然科学版), 2025, 49(1): 225-234. （北核） （通讯作者） 来源 ↗

  50. 林海峰, 马宇晨, 蒋玲. 基于深度学习的小目标林火检测实验设计与实现. 南京林业大学学报, 2025. （题录待补全） 学院来源 ↗

  51. Yao X, Lin H*, Bai D, Zhou H. A Small Target Tea Leaf Disease Detection Model Combined with Transfer Learning. Forests, 2024, 15(4): 591. （中科院2区） （通讯作者）

  52. Zhan Z, Ren H, Xia M, Lin H, Wang X, Li X. AMFNet: Attention-Guided Multi-Scale Fusion Network for Bi-Temporal Change Detection in Remote Sensing Images. Remote Sensing, 2024, 16(10): 1765.

  53. Nie J, Shu H, Wu F. An epilepsy classification based on FFT and fully convolutional neural network nested LSTM. Frontiers in Neuroscience, 2024, 18: 1436619.

  54. Gu G, Wang Z, Weng L, Lin H, Zhao Z, Zhao L. Attention Guide Axial Sharing Mixed Attention (AGASMA) Network for Cloud Segmentation and Cloud Shadow Segmentation. Remote Sensing, 2024, 16(13): 2435.

  55. Suo L, Li X, Wang D, Zhou W, Zhang Z. Cooperative Resource Overbooking Based Application Placement in Mobile Edge Computing for Internet of Things. 2024 10th International Conference on Computer and Communications (ICCC), 2024, 2117-2122.

  56. Wang Z, Xia M, Weng L, Hu K, Lin H. Dual Encoder–Decoder Network for Land Cover Segmentation of Remote Sensing Image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17: 2372-2385.

  57. Ren H, Xia M, Weng L, Hu K, Lin H. Dual-Attention-Guided Multiscale Feature Aggregation Network for Remote Sensing Image Change Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17: 4899-4916.

  58. Wang G, Wang F, Zhou H, Lin H*. Fire in Focus: Advancing Wildfire Image Segmentation by Focusing on Fire Edges. Forests, 2024, 15(1): 217. （中科院2区） （通讯作者）

  59. Wang G, Bai D, Lin H*, Zhou H, Qian J. FireViTNet: A hybrid model integrating ViT and CNNs for forest fire segmentation. Computers and Electronics in Agriculture, 2024, 218: 108722. （中科院1区，TOP） （通讯作者）

  60. Hu Z, Weng L, Xia M, Hu K, Lin H. HyCloudX: A Multibranch Hybrid Segmentation Network With Band Fusion for Cloud/Shadow. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17: 6762-6778.

  61. Suo L*, Ma H, Jiao W, Liu X. Job-Deadline-Guarantee-Based Joint Flow Scheduling and Routing Scheme in Data Center Networks. Sensors, 2024, 24(1): 216. （通讯作者）

  62. Lin H, Qian J, Di B. Learning for Adaptive Multi-Copy Relaying in Vehicular Delay Tolerant Network. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(3): 3054-3063. （中科院1区，TOP）

  63. Ding RX, Xu YH, Liu J, Zhou W, Chen C. LSENet: Local and Spatial Enhancement to Improve the Semantic Segmentation of Remote Sensing Images. IEEE Geoscience and Remote Sensing Letters, 2024, 21: 1-5.

  64. Zhou W, Jiao W, Suo L, Li C. Max-Min Energy Efficient Optimization for RIS-Aided Cell-Free MIMO Systems With Statistical CSI. IEEE Wireless Communications Letters, 2024, 13(12): 3518-3522.

  65. Jiang S, Lin H, Ren H, Hu Z, Weng L, Xia M. MDANet: A High-Resolution City Change Detection Network Based on Difference and Attention Mechanisms under Multi-Scale Feature Fusion. Remote Sensing, 2024, 16(8): 1387.

  66. Ren W, Wang Z, Xia M, Lin H. MFINet: Multi-Scale Feature Interaction Network for Change Detection of High-Resolution Remote Sensing Images. Remote Sensing, 2024, 16(7): 1269.

  67. Zhao L, Chen J, Shahzad M, Xia M, Lin H. MFPANet: Multi-Scale Feature Perception and Aggregation Network for High-Resolution Snow Depth Estimation. Remote Sensing, 2024, 16(12): 2087.

  68. Gu H, Gu G, Liu Y, Lin H, Xu Y. Multi-Branch Attention Fusion Network for Cloud and Cloud Shadow Segmentation. Remote Sensing, 2024, 16(13): 2308.

  69. Song L, Xia M, Xu Y, Weng L, Hu K, Lin H, Qian M. Multi-granularity siamese transformer-based change detection in remote sensing imagery. Engineering Applications of Artificial Intelligence, 2024, 136: 108960.

  70. Li Y, Weng L, Xia M, Hu K, Lin H. Multi-Scale Fusion Siamese Network Based on Three-Branch Attention Mechanism for High-Resolution Remote Sensing Image Change Detection. Remote Sensing, 2024, 16(10): 1665.

  71. Gu G, Weng L, Xia M, Hu K, Lin H. Multipath Multiscale Attention Network for Cloud and Cloud Shadow Segmentation. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62: 1-15.

  72. Wu F, Wu J, Kong Y, Yang C, Yang G, Shu H, Carrault G, Senhadji L. Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. Proceedings of the AAAI Conference on Artificial Intelligence, 2024, 38(6): 5967-5975. （CCF-A）

  73. Long X, Zhuang W, Xia M, Hu K, Lin H. SASiamNet: Self-Adaptive Siamese Network for Change Detection of Remote Sensing Image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17: 1021-1034.

  74. Wu F, Wu J, Shu H, Carrault G, Senhadji L. Spatial-Enhanced Multi-Level Wavelet Patching in Vision Transformers. IEEE Signal Processing Letters, 2024, 31: 446-450. （JCR Q2, IF=3.2）

  75. Zhao W, Xia M, Weng L, Hu K, Lin H, Zhang Y, Liu Z. SPNet: Dual-Branch Network with Spatial Supplementary Information for Building and Water Segmentation of Remote Sensing Images. Remote Sensing, 2024, 16(17): 3161.

  76. Jin L, Yu Y, Zhou J, Bai D, Lin H*, Zhou H. SWVR: A Lightweight Deep Learning Algorithm for Forest Fire Detection and Recognition. Forests, 2024, 15(1): 204. （中科院2区） （通讯作者）

  77. Chen Z, Zhou H, Lin H*, Bai D. TeaViTNet: Tea Disease and Pest Detection Model Based on Fused Multiscale Attention. Agronomy, 2024, 14(3): 633. （中科院2区） （通讯作者）

  78. Xu YH, Suo L, Zhou W, Yu G. A Graph-Learning-Inspired Resource Optimization for Digital-Twin-Empowered Wireless Body Area Networks. IEEE Sensors Letters, 2023, 7(11): 1-4.

  79. Qian J, Bai D, Jiao W, Jiang L, Xu R, Lin H*, Wang T. A High-Precision Ensemble Model for Forest Fire Detection in Large and Small Targets. Forests, 2023, 14(10): 2089. （中科院2区） （通讯作者）

  80. Lin J, Lin H*, Wang F. A Semi-Supervised Method for Real-Time Forest Fire Detection Algorithm Based on Adaptively Spatial Feature Fusion. Forests, 2023, 14(2): 361. （中科院2区） （通讯作者）

  81. Song L, Xia M, Weng L, Lin H, Qian M, Chen B. Axial Cross Attention Meets CNN: Bibranch Fusion Network for Change Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, 16: 21-32.

  82. Yin H, Ma C, Weng L, Xia M, Lin H. Bitemporal Remote Sensing Image Change Detection Network Based on Siamese-Attention Feedback Architecture. Remote Sensing, 2023, 15(17): 4186.

  83. Zhang C, Weng L, Ding L, Xia M, Lin H. CRSNet: Cloud and Cloud Shadow Refinement Segmentation Networks for Remote Sensing Imagery. Remote Sensing, 2023, 15(6): 1664.

  84. Ma C, Yin H, Weng L, Xia M, Lin H. DAFNet: A Novel Change-Detection Model for High-Resolution Remote-Sensing Imagery Based on Feature Difference and Attention Mechanism. Remote Sensing, 2023, 15(15): 3896.

  85. Chen J, Xia M, Wang D, Lin H. Double Branch Parallel Network for Segmentation of Buildings and Waters in Remote Sensing Images. Remote Sensing, 2023, 15(6): 1536.

  86. Wang F, Lin H, Tong J, Tai J, Wu J, Yao Y, Liu Y. Effects of Morphology and Solvent/Temperature on THz Spectra: Take Nucleosides as Example. Molecules, 2023, 28(4): 1528.

  87. Liu J*, Karfoul A, Marage L, Shu H, Gambarota G. Estimation of intravoxel incoherent motion (IVIM) parameters in vertebral bone marrow: a comparative study of five algorithms. Magnetic Resonance Materials in Physics, Biology and Medicine, 2023, 36(5): 837-847. （通讯作者）

  88. Ma Z, Xia M, Lin H, Qian M, Zhang Y. FENet: feature enhancement network for land cover classification. International Journal of Remote Sensing, 2023, 44(5): 1702-1725.

  89. Chen B, Bai D, Lin H*, Jiao W. FlameTransNet: Advancing Forest Flame Segmentation with Fusion and Augmentation Techniques. Forests, 2023, 14(9): 1887. （中科院2区） （通讯作者）

  90. Wang Y, Xu R, Bai D, Lin H*. Integrated Learning-Based Pest and Disease Detection Method for Tea Leaves. Forests, 2023, 14(5): 1012. （中科院2区） （通讯作者）

  91. Lin H, Xue Q, Feng J, Bai D. Internet of things intrusion detection model and algorithm based on cloud computing and multi-feature extraction extreme learning machine. Digital Communications and Networks, 2023, 9(1): 111-124. （中科院1区，TOP）

  92. Chen G, Cheng R, Lin X, Jiao W, Bai D, Lin H*. LMDFS: A Lightweight Model for Detecting Forest Fire Smoke in UAV Images Based on YOLOv7. Remote Sensing, 2023, 15(15): 3790. （中科院2区） （通讯作者）

  93. Ma Z, Xia M, Weng L, Lin H. Local Feature Search Network for Building and Water Segmentation of Remote Sensing Image. Sustainability, 2023, 15(4): 3034.

  94. Dai X, Chen K, Xia M, Weng L, Lin H. LPMSNet: Location Pooling Multi-Scale Network for Cloud and Cloud Shadow Segmentation. Remote Sensing, 2023, 15(16): 4005.

  95. Wang D, Weng L, Xia M, Lin H. MBCNet: Multi-Branch Collaborative Change-Detection Network Based on Siamese Structure. Remote Sensing, 2023, 15(9): 2237.

  96. Hu K, Zhang E, Xia M, Weng L, Lin H. MCANet: A Multi-Branch Network for Cloud/Snow Segmentation in High-Resolution Remote Sensing Images. Remote Sensing, 2023, 15(4): 1055.

  97. Hu K, Zhang E, Dai X, Xia M, Zhou F, Weng L, Lin H. MCSGNet: A Encoder–Decoder Architecture Network for Land Cover Classification. Remote Sensing, 2023, 15(11): 2810.

  98. Chen K, Dai X, Xia M, Weng L, Hu K, Lin H. MSFANet: Multi-Scale Strip Feature Attention Network for Cloud and Cloud Shadow Segmentation. Remote Sensing, 2023, 15(19): 4853.

  99. Ding L, Xia M, Lin H, Hu K. Multi-Level Attention Interactive Network for Cloud and Snow Detection Segmentation. Remote Sensing, 2023, 16(1): 112.

  100. Zhang C, Zhang Y, Lin H. Multi-Scale Feature Interaction Network for Remote Sensing Change Detection. Remote Sensing, 2023, 15(11): 2880.

  101. Chen G, Zhou H, Li Z, Gao Y, Bai D, Xu R, Lin H*. Multi-Scale Forest Fire Recognition Model Based on Improved YOLOv5s. Forests, 2023, 14(2): 315. （中科院2区） （通讯作者）

  102. Ji H, Xia M, Zhang D, Lin H. Multi-Supervised Feature Fusion Attention Network for Clouds and Shadows Detection. ISPRS International Journal of Geo-Information, 2023, 12(6): 247.

  103. Chen K, Xia M, Lin H, Qian M. Multiscale Attention Feature Aggregation Network for Cloud and Cloud Shadow Segmentation. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 1-16.

  104. Dai X, Xia M, Weng L, Hu K, Lin H, Qian M. Multiscale Location Attention Network for Building and Water Segmentation of Remote Sensing Image. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 1-19.

  105. Qian J, Lin J, Bai D, Xu R, Lin H*. Omni-Dimensional Dynamic Convolution Meets Bottleneck Transformer: A Novel Improved High Accuracy Forest Fire Smoke Detection Model. Forests, 2023, 14(4): 838. （中科院2区） （通讯作者）

  106. Chen Y, Wang T, Lin H. Research on Forest Flame Detection Algorithm Based on a Lightweight Neural Network. Forests, 2023, 14(12): 2377.

  107. Weng L, Pang K, Xia M, Lin H, Qian M, Zhu C. Sgformer: A Local and Global Features Coupling Network for Semantic Segmentation of Land Cover. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, 16: 6812-6824.

  108. Lin H, Han Y, Cai W, Jin B. Traffic Signal Optimization Based on Fuzzy Control and Differential Evolution Algorithm. IEEE Transactions on Intelligent Transportation Systems, 2023, 24(8): 8555-8566. （中科院1区，TOP）

  109. Lin J, Bai D, Xu R, Lin H*. TSBA-YOLO: An Improved Tea Diseases Detection Model Based on Attention Mechanisms and Feature Fusion. Forests, 2023, 14(3): 619. （中科院2区） （通讯作者）

  110. Xu XR, Xu YH, Suo L, Zhou W, Yu G, Nallanathan A. UAV-Served Energy Harvesting-Enabled M2M Networks for Green Industry—A Perspective of Energy Efficient Resource Management Scheme. IEEE Transactions on Green Communications and Networking, 2023, 7(4): 1877-1891.

  111. Xue Z, Xu R, Bai D, Lin H*. YOLO-Tea: A Tea Disease Detection Model Improved by YOLOv5. Forests, 2023, 14(2): 415. （中科院2区） （通讯作者）

  112. 王寅凯, 曹磊, 钱佳晨, 林海峰*. 一种改进YOLOv5的多尺度像素林火识别算法. 林业工程学报, 2023, 8(2): 159-165. （北核） （通讯作者） 来源 ↗

  113. Qian J, Lin H*. A Forest Fire Identification System Based on Weighted Fusion Algorithm. Forests, 2022, 13(8): 1301. （中科院2区） （通讯作者）

  114. Sun Y, Zhang F, Lin H, Xu S. A Forest Fire Susceptibility Modeling Approach Based on Light Gradient Boosting Machine Algorithm. Remote Sensing, 2022, 14(17): 4362.

  115. Xue Z, Lin H*, Wang F. A Small Target Forest Fire Detection Model Based on YOLOv5 Improvement. Forests, 2022, 13(8): 1332. （中科院2区） （通讯作者）

  116. Lu K, Xu R, Li J, Lv Y, Lin H, Liu Y. A Vision-Based Detection and Spatial Localization Scheme for Forest Fire Inspection from UAV. Forests, 2022, 13(3): 383.

  117. Lin H, Lin J, Wang F. An innovative machine learning model for supply chain management. Journal of Innovation & Knowledge, 2022, 7(4): 100276. （中科院1区，TOP）

  118. Lin H, Tang C. Analysis and Optimization of Urban Public Transport Lines Based on Multiobjective Adaptive Particle Swarm Optimization. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(9): 16786-16798. （中科院1区，TOP）

  119. Suo L*, Liu F. Closed-Form Sum-Rate Analysis of Interference Alignment with Limited Feedback Based on Scalar Quantization and Random Vector Quantization. Applied Sciences, 2022, 12(12): 6117. （通讯作者）

  120. Wu F, Wu J, Kong Y, Yang C, Yang G, Shu H, Carrault G, Senhadji L. Convolutional modulation theory: A bridge between convolutional neural networks and signal modulation theory. Neurocomputing, 2022, 514: 195-215. （JCR Q1, IF=6.0）

  121. Xue Q, Lin H*, Wang F. FCDM: An Improved Forest Fire Classification and Detection Model Based on YOLOv5. Forests, 2022, 13(12): 2129. （中科院2区） （通讯作者）

  122. Lin H, Tang C. Intelligent Bus Operation Optimization by Integrating Cases and Data Driven Based on Business Chain and Enhanced Quantum Genetic Algorithm. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(7): 9869-9882. （中科院1区，TOP）

  123. Suo L*, Qi L, Wang L. Link Load Correlation-Based Blocking Performance Analysis for Tree-Type Data Center Networks. Applied Sciences, 2022, 12(12): 6235. （通讯作者）

  124. Gao J, Weng L, Xia M, Lin H. MLNet: multichannel feature fusion lozenge network for land segmentation. Journal of Applied Remote Sensing, 2022, 16(01): 1-19.

  125. Weng L, Gao J, Xia M, Lin H. MSNet: Multifunctional Feature-Sharing Network for Land-Cover Segmentation. Remote Sensing, 2022, 14(20): 5209.

  126. Shen X, Weng L, Xia M, Lin H. Multi-Scale Feature Aggregation Network for Semantic Segmentation of Land Cover. Remote Sensing, 2022, 14(23): 6156.

  127. Hu K, Li M, Xia M, Lin H. Multi-Scale Feature Aggregation Network for Water Area Segmentation. Remote Sensing, 2022, 14(1): 206.

  128. Zhang E, Hu K, Xia M, Weng L, Lin H. Multilevel feature context semantic fusion network for cloud and cloud shadow segmentation. Journal of Applied Remote Sensing, 2022, 16(04): 1-26.

  129. Lin J, Lin H*, Wang F. STPM_SAHI: A Small-Target Forest Fire Detection Model Based on Swin Transformer and Slicing Aided Hyper Inference. Forests, 2022, 13(10): 1603. （中科院2区） （通讯作者）

  130. Suo L, Li H, Zhang S, Li J. Successive interference cancellation and alignment in K-user MIMO interference channels with partial unidirectional strong interference. China Communications, 2022, 19(2): 118-130.

  131. Shen W, Lin J, Lin H. The chloroplast genome of Spiraea thunbergii (Rosaceae). Mitochondrial DNA Part B, 2022, 7(10): 1879-1881.

  132. Han H, Suo L*, Yang Y, Wang P, Li H. Towards Self-organized Networking in Large-Scale Nano-satellite Networks. Wireless and Satellite Systems (WiSATS 2021), Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 2022, 410: 244-256. （通讯作者）

  133. Li P, Ma H, He R, Suo L, Jian R, Yin Y. A Design Method of Circular Symmetrical Focusing Reflectarray Supporting Multi-channel Wireless Transmission. 2021 13th International Symposium on Antennas, Propagation and EM Theory (ISAPE), 2021, 1-3.

  134. Xu R, Lin H, Lu K, Cao L, Liu Y. A Forest Fire Detection System Based on Ensemble Learning. Forests, 2021, 12(2): 217.

  135. Weng L, Huang J, Chen B, Xia M, Lin H. CDFFNet: cross dimensional feature fusion network for urban land use detection. Journal of Applied Remote Sensing, 2021, 15(03): 1-16.

  136. Gao Z, Liu W, Suo L, Li J, Lu Y. Deep Reinforcement Learning based Compute-Intensive Workload Allocation in Data Centers with High Energy Efficiency. 2021 IEEE/CIC International Conference on Communications in China (ICCC), 2021, 334-339.

  137. Wu J, Qiu X, Zhang J, Wu F, Kong Y, Yang G, Senhadji L, Shu H. Fractional Wavelet-Based Generative Scattering Networks. Frontiers in Neurorobotics, 2021, 15: 752752.

  138. Zhao P, Zhang F, Lin H, Xu S. GIS-Based Forest Fire Risk Model: A Case Study in Laoshan National Forest Park, Nanjing. Remote Sensing, 2021, 13(18): 3704.

  139. Wang L, Weng L, Xia M, Liu J, Lin H. Multi-Resolution Supervision Network with an Adaptive Weighted Loss for Desert Segmentation. Remote Sensing, 2021, 13(11): 2054.

  140. Ding C, Weng L, Xia M, Lin H. Non-Local Feature Search Network for Building and Road Segmentation of Remote Sensing Image. ISPRS International Journal of Geo-Information, 2021, 10(4): 245.

  141. Xia M, Qu Y, Lin H. PANDA: parallel asymmetric network with double attention for cloud and its shadow detection. Journal of Applied Remote Sensing, 2021, 15(04): 1-21.

  142. Hu C, Suo L, Li H, Lu Y, Liu F. Parallel Clustering for Interference Alignment with Max-Min Fairness in Hybrid Data Center Networks. 2021 7th International Conference on Computer and Communications (ICCC), 2021, 1325-1330.

  143. Yang N, Ma Y, Suo L, Lu Y, Ren S, Lin L. Proximal Virtual Network Embedding based on Multi-dimensional Load Balancing in Data Centers. 2021 IEEE/CIC International Conference on Communications in China (ICCC), 2021, 945-950.

  144. Shi K, Li H, Suo L. Temporal Graph based Energy-limited Max-flow Routing over Satellite Networks. 2021 IFIP Networking Conference (IFIP Networking), 2021, 1-3.

  145. Sun C, Lin H. The complete chloroplast genome and phylogenetic analysis of Citrus clementina (Rutaceae). Mitochondrial DNA Part B, 2021, 6(10): 2926-2927.

  146. Xu Q, Lin H. The complete chloroplast genome of Sisymbrium altissimum. Mitochondrial DNA Part B, 2021, 6(9): 2752-2753.

  147. 王鹏, 张修社, 索龙, 史可懿. 基于随机时变图的时间确定性网络路由算法. 通信学报, 2021, 42(9): 21-30.

  148. Lin H, Zhang F. A scheme for stimulating message relaying cooperation. International Journal of Distributed Sensor Networks, 2020, 16(2): 155014772090703.

  149. Zhang F, Dong Y, Xu S, Yang X, Lin H. An approach for improving firefighting ability of forest road network. Scandinavian Journal of Forest Research, 2020, 35(8): 547-561.

  150. Lin H, Li X, Bai D. Assembly and phylogenetic analysis of the complete chloroplast genome of Citrus aurantium (Rutaceae). Mitochondrial DNA Part B, 2020, 5(3): 2250-2251.

  151. Wu J, Xu L, Wu F, Kong Y, Senhadji L, Shu H. Deep octonion networks. Neurocomputing, 2020, 397: 179-191.

  152. Wu J, Wu F, Yang Q, Zhang Y, Liu X, Kong Y, Senhadji L, Shu H. Fractional Spectral Graph Wavelets and Their Applications. Mathematical Problems in Engineering, 2020, 2020: 1-18.

  153. Dong Y, Zhang F, Joe I, Lin H, Jiao W, Zhang Y. Learning for Multiple-Relay Selection in a Vehicular Delay Tolerant Network. IEEE Access, 2020, 8: 175602-175611.

  154. Liu J, Gambarota G, Shu H, Jiang L, Leporq B, Beuf O, Karfoul A. On the identification of the blood vessel confounding effect in intravoxel incoherent motion (IVIM) Diffusion-Weighted (DW)-MRI in liver: An efficient sparsity based algorithm. Medical Image Analysis, 2020, 61: 101637.

  155. Lin H, Du L. Optimization and Simulation of Controller Area Network Communication Model Based on Industrial Internet of Things Platform. Complexity, 2020, 2020: 1-11. （已撤稿） 撤稿公告 ↗

  156. Lin H, Du L, Liu Y. Soft Decision Cooperative Spectrum Sensing With Entropy Weight Method for Cognitive Radio Sensor Networks. IEEE Access, 2020, 8: 109000-109008.

  157. Lin H, Xu Y, Bai D. The complete chloroplast genome of Actinidia valvata (Actinidiaceae). Mitochondrial DNA Part B, 2020, 5(2): 1607-1608.

  158. Suo L, Li J, Li H, Zhang S, Davidson TN. Achievable Sum Rate and Degrees of Freedom of Opportunistic Interference Alignment in MIMO Interfering Broadcast Channels. IEEE Transactions on Communications, 2019, 67(6): 4062-4073.

  159. Lin H, Jiang L, Zhang F, Bai D. Assembly and phylogenetic analysis of the complete chloroplast genome sequence of Actinidia setosa. Mitochondrial DNA Part B, 2019, 4(2): 3679-3680.

  160. Xia J, Wu J, Wu F, Kong Y, Zhang P, Senhadji L, Shu H. Modulated Binary Clique Convolutional Neural Network. 2019 Seventh International Conference on Advanced Cloud and Big Data (CBD), 2019, 252-257.

  161. Zhang F, Yan Z, Xu Y, Lin H. The complete chloroplast genome of Actinidia fulvicoma. Mitochondrial DNA Part B, 2019, 4(2): 4089-4090.

  162. Lin H, Bai D. The complete mitochondrial genome of a highly selfing species Capsella rubella. Mitochondrial DNA Part B, 2019, 4(1): 1907-1908.

  163. Tao Q, Cao J, Zhu L, Lin H. The complete mitochondrial genome of an important root crop cassava (Manihot esculenta). Mitochondrial DNA Part B, 2019, 4(1): 1081-1082.

  164. Zhang S, Gao D, Lin H, Sun Q. Wildfire Detection Using Sound Spectrum Analysis Based on the Internet of Things. Sensors, 2019, 19(23): 5093.

  165. Lin H, Liu X, Wang X, Liu Y. A fuzzy inference and big data analysis algorithm for the prediction of forest fire based on rechargeable wireless sensor networks. Sustainable Computing: Informatics and Systems, 2018, 18: 101-111.

  166. Liu J, Gambarota G, Shu H, Jiang L, Leporq B, Beuf O, Karfoul A. All-in-one approach for constrained all-voxel tri-exponential IVIM model identification: Application to Diffusion-Weighted MR Imaging in the Liver. 2018 52nd Asilomar Conference on Signals, Systems, and Computers, 2018, 1192-1196.

  167. Wu J, Wu F, Dong Z, Song K, Kong Y, Senhadji L, Shu H. Fast Gray Code Kernel Algorithm for the Sliding Conjugate Symmetric Sequency-Ordered Complex Hadamard Transform. IEEE Access, 2018, 6: 56029-56045.

  168. Jiang L, He R, Liu J, Chen Y, Wu J, Shu H, Coatrieux JL. Phase-Constrained Parallel Magnetic Resonance Imaging Reconstruction Based on Low-Rank Matrix Completion. IEEE Access, 2018, 6: 4941-4954.

  169. Liu J*, Karfoul A, Jiang L, Shu H, Saint-Jalmes H, Gambarota G. ViP-CSI: Virtual Phantom Chemical Shift Imaging. Applied Magnetic Resonance, 2018, 49(4): 369-380. （通讯作者）

  170. Lin H, Bai D. Assembly and phylogenetic analysis of complete chloroplast genome of a wild tobacco Nicotiana Attenuata. Mitochondrial DNA Part B, 2017, 2(2): 778-780.

  171. Liu J, Gambarota G, Shu H, Jiang L, Leporq B, Beuf O, Karfoul A. Efficient sparsity-based algorithm for parameter estimation of the tri-exponential intra voxel incoherent motion (IVIM) model: Application to diffusion-weighted MR imaging in the liver. 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2017, 1-5.

  172. Wang K, Li H, Yu FR, Wei W, Suo L. Interference Alignment in Virtualized Heterogeneous Cellular Networks With Imperfect Channel State Information. IEEE Transactions on Vehicular Technology, 2017, 66(2): 1519-1532.

  173. Zhou M, Li H, Li J, Suo L, Shao W. On Feasibility of Interference Alignment in Full-Duplex-Based Small Cell Networks. IEEE Communications Letters, 2017, 21(10): 2294-2297.

  174. Suo L, Li J, Li H, Zhang S, Zhou M. Sum Rate Analysis for Multi-Cell Random Beamforming With Heterogeneous Schedule Probabilities. IEEE Communications Letters, 2017, 21(12): 2706-2709.

  175. 周墨淼, 李红艳, 王侃, 索龙, 马建鹏. 卡尔曼预测在干扰对齐中的应用. 北京邮电大学学报, 2017, 40(1): 89-93.

  176. Lin H, Bai D, Gao D, Liu Y. Maximum Data Collection Rate Routing Protocol Based on Topology Control for Rechargeable Wireless Sensor Networks. Sensors, 2016, 16(8): 1201.

  177. Gao D, Lin H, Liu X. Routing protocol for k-anycast communication in rechargeable wireless sensor networks. Computer Standards & Interfaces, 2016, 43: 12-20.

  178. Li J, Meng Y, Li H, Suo L. Graph‐based fair resource allocation scheme combining interference alignment in femtocell networks. IET Communications, 2015, 9(2): 211-218.

  179. Lin H, Jiang A. A QoS-aware Routing for Multi-Services in Wireless Sensor Networks. The Open Automation and Control Systems Journal, 2014, 6(1): 1754-1760.

  180. Suo L, Li J, Li H, Pan M. An Efficient Phase Based Imperfect Interference Alignment Scheme for 3-User Asymmetric Constant Channel. 2014 IEEE 79th Vehicular Technology Conference (VTC Spring), 2014, 1-5.

  181. Suo L, Li H, Ma Y, Li J. An intercell coordination admission control and scheduling scheme for delay-tolerant M2M service. 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013, 1546-1551.

  182. Li H, Du B, Suo L, Li J. Scheduling scheme for cellular-based machine-type communication. China Communications, 2011, 8(1): 145-150. 来源 ↗