Publications.
* Equal contribution, †Corresponding author
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- H. Wang*, Haoran Li*, H. Chen, Y. Jun, J. Shi and J. Shen. (2025) FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning. IEEE/CVF International Conference on Computer Vision 2025 (ICCV 2025, Core Ranking A*).
- H. Wang*, Haoran Li*, H. Chen, Y. Jun, J. Shi and J. Shen. (2025) FedSC: Federated Learning with Semantic-Aware Collaboration. The 31th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2025, Core Ranking A*).
- H. Wang, Haoran Li, H. Chen, Y. Jun, L. Wang, J. Shi, S. Chen and J. Shen. (2025) FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration. International Conference on Web Services (ICWS 2025, Core Ranking A).
- Haoran Li, X. Li, J. Shi, H. Chen, B. Du, D. Kihara, J. Barthelemy, J. Shen and M. Xu. (2025) Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling. The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025, Core Ranking A*).
- Q. Liu, Y. Xiao, Y. Gui, G. Dai, Haoran Li, X. Zhou, A. Ren, G. Zhou, and J. Shen. (2025) MMF-RNN: A Multimodal Fusion Model for Precipitation Nowcasting Using Radar and Ground Station Data. IEEE Transactions on Geoscience and Remote Sensing (IF = 7.5).
- Y. Zhao, H. Bian, K. Chen, P. Ji, L. Qu, S. Lin, W. Yu, Haoran Li, H. Chen, J. Shen, B. Raj and M. Xu. (2024) Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation. The 38th Annual Conference on Neural Information Processing Systems (Neurips 2024, Core Ranking A*).
- Haoran Li, J. Shi, H. Chen, B. Du, S. Maksour, G. Phillips, M. Dottori and J. Shen. (2024) FDNet: Frequency Domain Denoising Network For Cell Segmentation in Astrocytes Derived From Induced Pluripotent Stem Cells. The 21st IEEE International Symposium on Biomedical Imaging (ISBI 2024, ERA Ranking A).
- G. Zhou, Y. Qin, Q. Hong, Haoran Li, H. Chen and J. Shen. (2024) GEMF: a novel geometry-enhanced mid-fusion network for PLA prediction. Briefings in Bioinformatics (IF = 6.8).
- W. Liu, G. Zhou, X. Mao, S.D. Bao, Haoran Li, J. Shi, H. Chen, J. Shen and Y. Huang. (2024) Global disentangled graph convolutional neural network based on a graph topological metric. Knowledge-Based Systems (IF = 7.2).
- Q. Hong, G. Zhou, Y. Qin, J. Shen, and Haoran Li. (2024) SadNet: a novel multimodal fusion network for protein–ligand binding affinity prediction. Physical Chemistry Chemical Physics (IF = 3.67).
- Haoran Li, C-M. Feng, Y. Xu, T. Zhou, L. Yao and X. Chang. (2023) Zero-shot Camouflaged Object Detection. IEEE Transactions on Image Processing (IF=13.7, Core Ranking A*).
- Haoran Li, C-M. Feng, T. Zhou, Y. Xu and J. Shen. (2022) Prompt-driven efficient open-set semi-supervised learning. arXiv preprint.
- C. Li, D. Liu, Haoran Li, Z. Zhang, G. Lu, X. Chang and W. Cai. (2022). Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labeling. The 25th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2022, Core Ranking A).
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