Shaojie Li

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026
The impact of chest computed tomography-defined emphysema on extrapulmonary metastases in patients with lung cancer.
BMC Medical Imaging, December, 2026

2025
Safety equipment compliance analysis for occupational safety.
Signal Image Video Process., September, 2025

Ten-year trends of the digital divides and its effect on healthy aging among older adults in China from 2011 to 2020.
npj Digit. Medicine, 2025

Temporal Convolutional Network with Smoothed and Weighted Losses for Distant Voice Activity and Overlapped Speech Detection.
Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

D-GAT: Dual Graph Attention Network for Global HRTF Interpolation.
Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Towards Improved Risk Bounds for Transductive Learning.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Interactive and Balanced Multimodal Learning via Cross Attention and Gradient Modulation for Compressed Video Action Recognition.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

A Lightweight Cross-Domain Front-End Feature Extractor for Multichannel Voice Activity and Overlapped Speech Detection.
Proceedings of the 33rd European Signal Processing Conference, 2025

2024
Channel Error Estimation Algorithm for Multichannel in Azimuth HRWS SAR System Based on a 3-D Deep Learning Scheme.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Concentration and Moment Inequalities for General Functions of Independent Random Variables with Heavy Tails.
J. Mach. Learn. Res., 2024

Stability and Sharper Risk Bounds with Convergence Rate O(1/n<sup>2</sup>).
CoRR, 2024

EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis.
CoRR, 2024

Leveraging Deep Learning and Xception Architecture for High-Accuracy MRI Classification in Alzheimer Diagnosis.
CoRR, 2024

Utilizing the LightGBM Algorithm for Operator User Credit Assessment Research.
CoRR, 2024

Fostc3net: A Lightweight YOLOv5 Based On the Network Structure Optimization.
CoRR, 2024

Short-Term Stock Correlation Forecasting Based on CNN-BiLSTM Enhanced by Attention Mechanism.
IEEE Access, 2024

Towards Sharper Risk Bounds for Minimax Problems.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A Multi-Temporal Remote Sensing Image Dataset for Building Change Detection in Chinese Regions.
Proceedings of the IGARSS 2024, 2024

Algorithmic Stability Unleashed: Generalization Bounds with Unbounded Losses.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Concentration Inequalities for General Functions of Heavy-Tailed Random Variables.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Distilling a Powerful Student Model via Online Knowledge Distillation.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Learning Rates for Nonconvex Pairwise Learning.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Learning Efficient GANs for Image Translation via Differentiable Masks and Co-Attention Distillation.
IEEE Trans. Multim., 2023

BROW: Better featuRes fOr Whole slide image based on self-distillation.
CoRR, 2023

IFF-Net: I-Frame Fusion Network for Compressed Video Action Recognition.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

META: Motion Excitation With Temporal Attention for Compressed Video Action Recognition.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Distribution-dependent McDiarmid-type Inequalities for Functions of Unbounded Interaction.
Proceedings of the International Conference on Machine Learning, 2023

Generalization Bounds for Federated Learning: Fast Rates, Unparticipating Clients and Unbounded Losses.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Knowledge Distillation with Active Exploration and Self-Attention Based Inter-Class Variation Transfer for Image Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2023

MTFD: Multi-Teacher Fusion Distillation for Compressed Video Action Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2023

YOLOX-B: A Better Yolox Model for Real-Time Driver Behavior Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

SDGC-YOLOv5: A More Accurate Model for Small Object Detection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

High Probability Analysis for Non-Convex Stochastic Optimization with Clipping.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Open-TransMind: A New Baseline and Benchmark for 1st Foundation Model Challenge of Intelligent Transportation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Understanding the Generalization Performance of Spectral Clustering Algorithms.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Network Pruning Using Adaptive Exemplar Filters.
IEEE Trans. Neural Networks Learn. Syst., 2022

Filter Sketch for Network Pruning.
IEEE Trans. Neural Networks Learn. Syst., 2022

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., 2022

BRPCA: Bounded Robust Principal Component Analysis to Incorporate Similarity Network for N7-Methylguanosine(m<sup>7</sup>G) Site-Disease Association Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

A personality-guided affective brain - computer interface for implementation of emotional intelligence in machines.
Frontiers Inf. Technol. Electron. Eng., 2022

High Probability Guarantees for Nonconvex Stochastic Gradient Descent with Heavy Tails.
Proceedings of the International Conference on Machine Learning, 2022

High Probability Generalization Bounds with Fast Rates for Minimax Problems.
Proceedings of the Tenth International Conference on Learning Representations, 2022

SNSE: State Novelty Sampling Exploration.
Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

Semi-Supervised Cardiac Image Segmentation Using a Bicycle VAE with Cross Prior Attention.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine.
IEEE Trans. Cybern., 2021

A Novel Compressive Sensing-Based Multichannel HRWS SAR Imaging Technique for Moving Targets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Improved Learning Rates for Stochastic Optimization: Two Theoretical Viewpoints.
CoRR, 2021

Distilling a Powerful Student Model via Online Knowledge Distillation.
CoRR, 2021

Non-Parametric Adaptive Network Pruning.
CoRR, 2021

Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Towards Sharper Generalization Bounds for Structured Prediction.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sharper Generalization Bounds for Clustering.
Proceedings of the 38th International Conference on Machine Learning, 2021

Semi-supervised Cardiac MRI Segmentation Based on Generative Adversarial Network and Variational Auto-Encoder.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
CostNet: A Concise Overpass Spatiotemporal Network for Predictive Learning.
ISPRS Int. J. Geo Inf., 2020

Learning Efficient GANs using Differentiable Masks and co-Attention Distillation.
CoRR, 2020

Filter Sketch for Network Pruning.
CoRR, 2020

Two stage residual CNN for texture denoising and structure enhancement on low dose CT image.
Comput. Methods Programs Biomed., 2020

2019
A High-performance Cross-platform Map Rendering Engine for Mobile Geographic Information System (GIS).
ISPRS Int. J. Geo Inf., 2019

A Novel Azimuth Doppler Signal Reconstruction Approach for the GEO-LEO Bi-Static Multi-Channel HRWS SAR System.
IEEE Access, 2019

A Novel Algorithm for HRRP Target Recognition Based on CNN.
Proceedings of the IoT as a Service - 5th EAI International Conference, 2019

2018
Feature Learning For SAR Images Using Convolutional Neural Network.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2015
Optimization Algorithm Based on SPSA in Multi-channel Multi-radio Wireless Monitoring Network.
Proceedings of the 2015 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2015


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