Shaojie Li

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 49

Top Topics

Generalization Bounds

Action Recognition

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Shaojie Li, Haichen Qu, Xinqi Dong, Bo Dang, Hengyi Zang, Yulu Gong
Leveraging Deep Learning and Xception Architecture for High-Accuracy MRI Classification in Alzheimer Diagnosis. CoRR (2024)
Danqing Ma, Shaojie Li, Bo Dang, Hengyi Zang, Xinqi Dong
Fostc3net: A Lightweight YOLOv5 Based On the Network Structure Optimization. CoRR (2024)
Shaojie Li, Xinqi Dong, Danqing Ma, Bo Dang, Hengyi Zang, Yulu Gong
Utilizing the LightGBM Algorithm for Operator User Credit Assessment Research. CoRR (2024)
Shaojie Li, Jinxin Guo, Jiaqiang Zhang, Xu Guo, Ming Ma
IFF-Net: I-Frame Fusion Network for Compressed Video Action Recognition. SMC (2023)
Yifeng Shi, Feng Lv, Xinliang Wang, Chunlong Xia, Shaojie Li, Shujie Yang, Teng Xi, Gang Zhang
Open-TransMind: A New Baseline and Benchmark for 1st Foundation Model Challenge of Intelligent Transportation. CoRR (2023)
Yifeng Shi, Feng Lv, Xinliang Wang, Chunlong Xia, Shaojie Li, Shujie Yang, Teng Xi, Gang Zhang
Open-TransMind: A New Baseline and Benchmark for 1st Foundation Model Challenge of Intelligent Transportation. CVPR Workshops (2023)
Xiaolin Hu, Shaojie Li, Yong Liu
Generalization Bounds for Federated Learning: Fast Rates, Unparticipating Clients and Unbounded Losses. ICLR (2023)
Shaojie Li, Yong Liu
Learning Rates for Nonconvex Pairwise Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Shaojie Li, Yong Liu
High Probability Analysis for Non-Convex Stochastic Optimization with Clipping. CoRR (2023)
Shaojie Li, Yong Liu
Distribution-dependent McDiarmid-type Inequalities for Functions of Unbounded Interaction. ICML (2023)
Shaojie Li, Jiaqi Li, Jinxin Guo, Ming Ma
META: Motion Excitation With Temporal Attention for Compressed Video Action Recognition. ICPADS (2023)
Shaojie Li, Mingbao Lin, Yan Wang, Yongjian Wu, Yonghong Tian, Ling Shao, Rongrong Ji
Distilling a Powerful Student Model via Online Knowledge Distillation. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Yifan Zhang, Shaojie Li, Xuan Yang
Knowledge Distillation with Active Exploration and Self-Attention Based Inter-Class Variation Transfer for Image Segmentation. ICASSP (2023)
Zhiming Lu, Ying Chen, Shaojie Li, Ming Ma
SDGC-YOLOv5: A More Accurate Model for Small Object Detection. ICANN (7) (2023)
Shaojie Li, Mingbao Lin, Yan Wang, Fei Chao, Ling Shao, Rongrong Ji
Learning Efficient GANs for Image Translation via Differentiable Masks and Co-Attention Distillation. IEEE Trans. Multim. 25 (2023)
Yuanfeng Wu, Shaojie Li, Zhiqiang Du, Wentao Zhu
BROW: Better featuRes fOr Whole slide image based on self-distillation. CoRR (2023)
Shaojie Li, Yong Liu
High Probability Analysis for Non-Convex Stochastic Optimization with Clipping. ECAI (2023)
Xu Guo, Ming Ma, Jiaqiang Zhang, Shaojie Li
YOLOX-B: A Better Yolox Model for Real-Time Driver Behavior Detection. ICASSP (2023)
Shaojie Li, Sheng Ouyang, Yong Liu
Understanding the Generalization Performance of Spectral Clustering Algorithms. AAAI (2023)
Shaojie Li, Wei Li, Zejian Xing, Wenjie Yuan, Xiangyu Wei, Xiaowei Zhang, Bin Hu
A personality-guided affective brain - computer interface for implementation of emotional intelligence in machines. Frontiers Inf. Technol. Electron. Eng. 23 (8) (2022)
Shaojie Li, Yifan Zhang, Xuan Yang
Semi-Supervised Cardiac Image Segmentation Using a Bicycle VAE with Cross Prior Attention. BIBM (2022)
Mingbao Lin, Liujuan Cao, Shaojie Li, Qixiang Ye, Yonghong Tian, Jianzhuang Liu, Qi Tian, Rongrong Ji
Filter Sketch for Network Pruning. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Mingbao Lin, Rongrong Ji, Shaojie Li, Yan Wang, Yongjian Wu, Feiyue Huang, Qixiang Ye
Network Pruning Using Adaptive Exemplar Filters. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Shaojie Li, Sheng Ouyang, Yong Liu
Understanding the Generalization Performance of Spectral Clustering Algorithms. CoRR (2022)
Shaojie Li, Yong Liu
High Probability Generalization Bounds with Fast Rates for Minimax Problems. ICLR (2022)
Jiani Ma, Lin Zhang, Shaojie Li, Hui Liu
G) Site-Disease Association Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (6) (2022)
Shaojie Li, Xiangfeng Luo, Zhenyu Zhang, Hang Yu, Shaorong Xie
SNSE: State Novelty Sampling Exploration. CCIS (2022)
Shaojie Li, Yong Liu
High Probability Guarantees for Nonconvex Stochastic Gradient Descent with Heavy Tails. ICML (2022)
Shuang-xi Zhang, Zheyi Jiang, Junli Chen, Shaojie Li, Yanyang Liu, Rui Guo, Mengdao Xing
An Effective Clutter Suppression Approach Based on Null-Space Technique for the Space-Borne Multichannel in Azimuth High-Resolution and Wide-Swath SAR System. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shaojie Li, Yong Liu
Improved Learning Rates for Stochastic Optimization: Two Theoretical Viewpoints. CoRR (2021)
Shaojie Li, Jie Wu, Xuefeng Xiao, Fei Chao, Xudong Mao, Rongrong Ji
Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme. CoRR (2021)
Shaojie Li, Yong Liu
Learning Rates for Nonconvex Pairwise Learning. CoRR (2021)
Shaojie Li, Shaohui Mei, Shuang-xi Zhang, Shuai Wan, Tao Jia
A Novel Compressive Sensing-Based Multichannel HRWS SAR Imaging Technique for Moving Targets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Shaojie Li, Yifan Zhang, Xuan Yang
Semi-supervised Cardiac MRI Segmentation Based on Generative Adversarial Network and Variational Auto-Encoder. BIBM (2021)
Shaojie Li, Yong Liu
Sharper Generalization Bounds for Clustering. ICML (2021)
Xiaowei Zhang, Jinyong Liu, Jian Shen, Shaojie Li, Kechen Hou, Bin Hu, Jin Gao, Tong Zhang, Bin Hu
Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine. IEEE Trans. Cybern. 51 (9) (2021)
Mingbao Lin, Rongrong Ji, Shaojie Li, Yan Wang, Yongjian Wu, Feiyue Huang, Qixiang Ye
Non-Parametric Adaptive Network Pruning. CoRR (2021)
Shaojie Li, Mingbao Lin, Yan Wang, Feiyue Huang, Yongjian Wu, Yonghong Tian, Ling Shao, Rongrong Ji
Distilling a Powerful Student Model via Online Knowledge Distillation. CoRR (2021)
Shaojie Li, Yong Liu
Towards Sharper Generalization Bounds for Structured Prediction. NeurIPS (2021)
Shaojie Li, Jie Wu, Xuefeng Xiao, Fei Chao, Xudong Mao, Rongrong Ji
Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme. NeurIPS (2021)
Fengzhen Sun, Shaojie Li, Shaohua Wang, Qingjun Liu, Lixin Zhou
CostNet: A Concise Overpass Spatiotemporal Network for Predictive Learning. ISPRS Int. J. Geo Inf. 9 (4) (2020)
Shaojie Li, Mingbao Lin, Yan Wang, Mingliang Xu, Feiyue Huang, Yongjian Wu, Ling Shao, Rongrong Ji
Learning Efficient GANs using Differentiable Masks and co-Attention Distillation. CoRR (2020)
Mingbao Lin, Rongrong Ji, Shaojie Li, Qixiang Ye, Yonghong Tian, Jianzhuang Liu, Qi Tian
Filter Sketch for Network Pruning. CoRR (2020)
Liangliang Huang, Huiyan Jiang, Shaojie Li, Zhiqi Bai, Jitong Zhang
Two stage residual CNN for texture denoising and structure enhancement on low dose CT image. Comput. Methods Programs Biomed. 184 (2020)
Shaojie Li, Shaohua Wang, Yong Guan, Zhiyan Xie, Kejia Huang, Ming Wen, Lixin Zhou
A High-performance Cross-platform Map Rendering Engine for Mobile Geographic Information System (GIS). ISPRS Int. J. Geo Inf. 8 (10) (2019)
Shuang-xi Zhang, Shaojie Li, Yanyang Liu, Mengdao Xing, Junli Chen
A Novel Azimuth Doppler Signal Reconstruction Approach for the GEO-LEO Bi-Static Multi-Channel HRWS SAR System. IEEE Access 7 (2019)
Jieqi Li, Shaojie Li, Qi Liu, Shaohui Mei
A Novel Algorithm for HRRP Target Recognition Based on CNN. IoTaaS (2019)
Qi Liu, Shaojie Li, Shaohui Mei, Ruoqiao Jiang, Jieqi Li
Feature Learning For SAR Images Using Convolutional Neural Network. IGARSS (2018)
Sheng Ding, Na Xia, Peipei Wang, Shaojie Li, Yuanxiao Ou
Optimization Algorithm Based on SPSA in Multi-channel Multi-radio Wireless Monitoring Network. CyberC (2015)