| 2026 | AAAI | TOP-RL: Task-Optimized Progressive Token Pruning with Reinforcement Learning for Vision Language Models. | Hengyi Wang, Weiying Xie, Hui Jiang, Yaotao Wei, Kai Jiang, Mingxiang Cao, Chenhe Hao, Leyuan Fang |
| 2025 | AAAI | Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection. | Jitao Ma, Weiying Xie, Hangyu Ye, Daixun Li, Leyuan Fang |
| 2025 | AAAI | AdaGK-SGD: Adaptive Global Knowledge Guided Distributed Stochastic Gradient Descent. | Hangyu Ye, Weiying Xie, Yunsong Li, Leyuan Fang |
| 2025 | CVPR | FedCS: Coreset Selection for Federated Learning. | Chenhe Hao, Weiying Xie, Daixun Li, Haonan Qin, Hangyu Ye, Leyuan Fang, Yunsong Li |
| 2025 | ICCV | Allowing Oscillation Quantization: Overcoming Solution Space Limitation in Low Bit-Width Quantization. | Weiying Xie, Zihan Meng, Jitao Ma, Wenjin Guo, Haowei Li, Haonan Qin, Leyuan Fang, Yunsong Li |
| 2025 | KDD | FusionSAM: Visual Multi-Modal Learning with Segment Anything Model. | Daixun Li, Weiying Xie, Mingxiang Cao, Yunke Wang, Yusi Zhang, Leyuan Fang, Yunsong Li, Chang Xu |
| 2024 | CVPR | JointSQ: Joint Sparsification-Quantization for Distributed Learning. | Weiying Xie, Haowei Li, Jitao Ma, Yunsong Li, Jie Lei, Donglai Liu, Leyuan Fang |
| 2024 | IGARSS | Semantic Alignment Network For Building Extraction From Remote Sensing Images. | Wei Fu, Kai Xie, Xingbei Du, Leyuan Fang |
| 2023 | CVPR | Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution. | Wen-jin Guo, Weiying Xie, Kai Jiang, Yunsong Li, Jie Lei, Leyuan Fang |
| 2023 | CVPR | Robust and Scalable Gaussian Process Regression and Its Applications. | Yifan Lu, Jiayi Ma, Leyuan Fang, Xin Tian, Junjun Jiang |
| 2023 | CVPR | Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures. | Linshan Wu, Zhun Zhong, Leyuan Fang, Xingxin He, Qiang Liu, Jiayi Ma, Hao Chen |
| 2023 | IGARSS | A New Multi-Level Attention Feature Fusion Method for Hyperspectral and Lidar Data Joint Classification. | Weiwei Song, Zhi Gao, Leyuan Fang, Yongjun Zhang |
| 2021 | CIKM | Point-Based Weakly Supervised Deep Learning for Water Extraction from High-Resolution Remote Sensing Imagery. | Ming Lu, Leyuan Fang, Yi Zhang |
| 2021 | IGARSS | Oriented Spatial Correlative Aligned Feature for Remote Sensing Object Detection. | Guangmiao Guo, Leyuan Fang, Jun Yue |
| 2020 | IGARSS | Multiscale Feature Extraction with Gaussian Curvature Filter for Hyperspectral Image Classification. | Qiaobo Hao, Shutao Li, Leyuan Fang, Xudong Kang |
| 2020 | MICCAI | Disentanglement Network for Unsupervised Speckle Reduction of Optical Coherence Tomography Images. | Yongqiang Huang, Wenjun Xia, Zexin Lu, Yan Liu, Jiliu Zhou, Leyuan Fang, Yi Zhang |
| 2019 | IGARSS | High-Order Self-Attention Network for Remote Sensing Scene Classification. | Nanjun He, Leyuan Fang, Yi Li, Antonio Plaza |
| 2018 | IGARSS | Similarity-Preserving Deep Features for Hyperspectral Image Classification. | Weiwei Song, Leyuan Fang, Shutao Li |
| 2018 | IGARSS | A Novel Nonconvex Sparsity Measure for Hyperspectral Images Restoration. | Ting Xie, Shutao Li, Leyuan Fang, Licheng Liu |
| 2018 | IGARSS | Hyperspectral Image Super-Resolution via Local Low-Rank and Sparse Representations. | Renwei Dian, Shutao Li, Leyuan Fang, Jos M. Bioucas-Dias |
| 2018 | IGARSS | Covariance Matrix Based Feature Fusion for Scene Classification. | Nanjun He, Leyuan Fang, Shutao Li, Antonio J. Plaza |
| 2018 | IGARSS | Fusing Information from Subpixel to Superpixel for Hyperspectral Anomaly Detection. | Zhihong Huang, Shutao Li, Leyuan Fang |
| 2017 | CVPR | Hyperspectral Image Super-Resolution via Non-local Sparse Tensor Factorization. | Renwei Dian, Leyuan Fang, Shutao Li |
| 2017 | IGARSS | Spectral-spatial online dictionary learning for hyperspectral image classification. | Wei Fu, Shutao Li, Leyuan Fang, Jn Atli Benediktsson |
| 2017 | IGARSS | Hyperspectral images classification by fusing extinction profiles feature. | Nanjun He, Leyuan Fang, Shutao Li, Pedram Ghamisi, Jn Atli Benediktsson |
| 2016 | ICIP | Non-local sparse representation for hyperspectral image super-resolution. | Renwei Dian, Shutao Li, Leyuan Fang |
| 2016 | IGARSS | Decision fusion of pixel-level and superpixel-level hyperspectral image classifiers. | Ting Lu, Shutao Li, Leyuan Fang |
| 2015 | IGARSS | Superpixel-based composite kernel for hyperspectral image classification. | Wuhui Duan, Shutao Li, Leyuan Fang |
| 2015 | IGARSS | Spectral-spatial hyperspectral image classification via superpixel merging and sparse representation. | Wei Fu, Shutao Li, Leyuan Fang |
| 2015 | IGARSS | High resolution visible image completion of urban region using corresponding hyperspectral image. | Xudong Kang, Shutao Li, Leyuan Fang, Jn Atli Benediktsson |
| 2014 | IGARSS | Spectral-spatial hyperspectral classification via shape-adaptive sparse representation. | Wei Fu, Shutao Li, Leyuan Fang, Xudong Kang, Jn Atli Benediktsson |
| 2011 | ICIP | Multitemporal image change detection with compressed sparse representation. | Leyuan Fang, Shutao Li, Jianwen Hu |
| 2010 | ICIP | An efficient learned dictionary and its application to non-local denoising. | Shutao Li, Leyuan Fang |