论文发表

M. Zhao, N. Wang, X. Jiang, X. Ma, H. Ma, G. He, K. Du, L. Ma*, T. Huang. An integrative data-driven model simulating C. elegans brain, body, and environment interactions. Nature Computational Science, 4(12): 978–990, 2024. Cover [Link]

Z. Wang, J. Yu, M. Zhai, ..., L. Ma*, W. Hu*, H. Cheng*. System-level time computation and representation in the suprachiasmatic nucleus revealed by large-scale calcium imaging and machine learning. Cell Research, 34(7): 493–503, 2024. Cover [Link]

Y. Zhang#, G. He#, L. Ma#, X. Liu, ..., S. Grillner, K. Du, T. Huang. A GPU-based computational framework that bridges neuron simulation and artificial intelligence. Nature Communications, 14: 5798, 2023. [Link]

K. Sheng, S. Zhang, ..., L. Ma*, K. Du*. Domain-adaptive matching bridges synthetic and in vivo neural dynamics for neural circuit connectivity inference. eLife, 2026. [Link]

F. Zhou, Z. Li, H. Li, ..., B. Dong*, L. Ma*, L. Yang*. An initiative on digital nephrology: the Kidney Imageomics Project. National Science Review, 2025. [Link]

L. Chen*, L. Ma*, H. Dai, Q. Du, Y. Sun, H. Cheng*. Trans-scale bioimaging and integrative biology: on the debut of China National Biomedical Imaging Center. Science China Life Sciences, 2025.

K. Chen, M. Liu, F. Yan, L. Ma, ..., S. Zhang*. Cost-effective instruction learning for pathology vision and language analysis. Nature Computational Science, 5: 524–533, 2025. [Link]

H. Xu, X. Qiu, ..., L. Ma, T. Huang, J. Eshraghian, B. Xu*, G. Li*. Neuromorphic spike-based large language model. National Science Review, 2026.

L. Hu, Y. Guo, M. Liu, ..., L. Ma*, T. Huang. Learn to enhance sparse spike streams. IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), 2026.

W. Zu#, S. Xie#, Q. Zhao#, G. Li, L. Ma*. Embedded prompt tuning: towards enhanced calibration of pretrained models for medical images. Medical Image Analysis, 97, 2024. [Link]

Y. Cai, Z. Yang, L. Ma*. HCUC: combining holistic consistency and uniqueness for PET/CT multi-modal segmentation. Computers in Biology and Medicine, 2025.

M. Zhao, X. Jia*, L. Ma*, L.-M. Hu, D.-M. Yan. Coherent chord computation and cross ratio for accurate ellipse detection. Pattern Recognition, 2024.

M. Zhao, L. Ma*, X. Jia, D.-M. Yan, T. Huang. GraphReg: dynamical point cloud registration with geometry-aware graph signal processing. IEEE Trans. Image Processing (TIP), 2022.

K. Huang, S. Li, W. Deng, Z. Yu, L. Ma*. Structure inference of networked system with the synergy of deep residual network and fully connected layer network. Neural Networks, 2022.

M. Zhao, X. Huang, J. Jiang, L. Mou, D.-M. Yan, L. Ma*. Accurate registration of cross-modality geometry via consistent clustering. IEEE Trans. Visualization and Computer Graphics (TVCG), 29(1): 1–12, 2023.

L. He, W. Wang, L. Ma*, T. Huang. Optimization-based pairwise interaction point process (O-PIPP): a precise and universal retinal mosaic modeling approach. Investigative Ophthalmology & Visual Science, 2024.

L. He, Y. He, L. Ma*, T. Huang. A theoretical model reveals specialized synaptic depressions and temporal frequency tuning in retinal parallel channels. Frontiers in Computational Neuroscience, 2022.

L. Su, W. Wang, K. Sheng, X. Liu, K. Du, Y. Tian*, L. Ma*. Siamese network-based all-purpose-tracker, a model-free deep learning tool for animal behavioral tracking. Frontiers in Behavioral Neuroscience.

Y. Hong, Y. Chang, J. Liang, L. Ma*, T. Huang, B. Shi. Light flickering guided reflection removal. Int J Computer Vision (IJCV), 132: 3933–3953, 2024. [Link]

Y. Guo, T. Hu, L. Hu, L. Ma*, T. Huang. 3D Gaussian splatting from unposed spike streams. CVPR 2026.

H. Bi, H. Tan, S. Xie, ..., L. Ma*, H. Su, J. Zhu. Motus: a unified latent action world model. CVPR 2026.

J. Ye, S. Xie, ..., L. Ma*, J. Zhu. NANO3D: a training-free approach for efficient 3D editing without masks. ICLR 2026.

Y. Guo, W. Huang, ..., L. Ma*, ..., T. Huang. Splats in splats: robust and effective 3D steganography towards Gaussian splatting. AAAI 2026.

W. Huang, Y. Guo, ..., L. Ma*, ..., T. Huang. Can protective watermarking safeguard the copyright of 3D Gaussian splatting? AAAI 2026.

M. Qi, R. Shi, Y. Cai, L. He, W. Wang*, L. Ma*. A boundary-aware cold-diffusion model for electron microscopy segmentation. MICCAI 2025.

M. Yu, S. Lin, L. Ma*, B. Lei*, K. Ma*. MindCustomer: multi-context image generation blended with brain signal. ICML 2025.

M. Zhao, J. Jiang, L. Ma*, ..., D. Yan. Correspondence-free non-rigid point set registration using unsupervised clustering analysis. CVPR 2024 Highlight (~3% acceptance). [Link]

Y. Guo, Y. Bai, L. Hu, ..., L. Ma*. PRTGS: precomputed radiance transfer of Gaussian splats for real-time high-quality relighting. ACM Multimedia 2024.

L. Hu, Z. Ding, M. Liu, L. Ma*, T. Huang. Learning to robustly reconstruct dynamic scenes from low-light spike streams. ECCV 2024.

Y. Guo, L. Hu, L. Ma*, T. Huang. SpikeGS: reconstruct 3D scene via fast-moving bio-inspired sensors. AAAI 2025.

L. Hu#, R. Zhao#, Z. Ding, L. Ma*, B. Shi, R. Xiong, T. Huang. Optical flow estimation for spiking camera. CVPR 2022. [Link]

L. Ma*, J. Shi, Y. Chen. Milliseconds color stippling. ACM Multimedia 2021.

R. Shi, K. Bi, K. Du, L. Ma, ..., T. Jiang. ShapeMamba-EM: fine-tuning foundation model with local shape descriptors and Mamba blocks for 3D EM image segmentation. MICCAI 2024.

Z. Wan, C. Liu, ..., L. Ma, ..., R. Arcucci. Med-UniC: unifying cross-lingual medical vision-language pre-training by diminishing bias. NeurIPS 2024.

L. Xia, Z. Ding, R. Zhao, ..., L. Ma, ..., R. Xiong. Unsupervised optical flow estimation with dynamic timing representation for spike camera. NeurIPS 2023.