Zhongnian Li

According to our database1, Zhongnian Li authored at least 48 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
InfoAT: Improving Adversarial Training Using the Information Bottleneck Principle.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

Determined Multi-Label Learning via Similarity-Based Prompt.
CoRR, 2024

Learning from Reduced Labels for Long-Tailed Data.
CoRR, 2024

2023
Class-imbalanced complementary-label learning via weighted loss.
Neural Networks, September, 2023

Learning from hybrid labels with partial labels via hybrid-grained contrast regularization.
Appl. Soft Comput., September, 2023

Low-Dose CT Denoising via Sinogram Inner-Structure Transformer.
IEEE Trans. Medical Imaging, April, 2023

Active learning for efficient analysis of high-throughput nanopore data.
Bioinform., January, 2023

Insulator Detection for High-Resolution Satellite Images Based on Deep Learning.
IEEE Geosci. Remote. Sens. Lett., 2023

Multi-label Learning from Privacy-Label.
CoRR, 2023

Learning from Stochastic Labels.
CoRR, 2023

2022
A half subcarrier guard band spectrum assignment scheme for multi-user FBMC systems.
KSII Trans. Internet Inf. Syst., 2022

Complementary Labels Learning with Augmented Classes.
CoRR, 2022

Learning from Positive and Unlabeled Data with Augmented Classes.
CoRR, 2022

Scale-Invariant Adversarial Attack for Evaluating and Enhancing Adversarial Defenses.
CoRR, 2022

S2Snet: deep learning for low molecular weight RNA identification with nanopore.
Briefings Bioinform., 2022

Evaluation of Urban Functional System.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Towards evaluating the robustness of deep diagnostic models by adversarial attack.
Medical Image Anal., 2021

GACDN: generative adversarial feature completion and diagnosis network for COVID-19.
BMC Medical Imaging, 2021

Resource Allocation for Intelligent Reflecting Surfaces Assisted Federated Learning System with Imperfect CSI.
Algorithms, 2021

Sign-aware Perturbations Regression.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

The Reprocessing for Himawari-8 Based on Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Phase Unwrapping Methods for D-InSAR.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Relationship Between Defects of Capacitive Equipment and Geomorphology.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Deformation of Chengdu Downtown with Sentinel-1A.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Himawari Thermal Anomaly Scrutiny with Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Classification of Surface Natural Resources Based on HR-Net and DEM.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Urban Residential Land Price Assessment Based on Transfer Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Landslide Risk Classification Based on Ensemble Machine Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Fs-Net: Filter Selection Network For Hyperspectral Reconstruction.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

A Consistency Regularization for Certified Robust Neural Networks.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

GBCI: Adaptive Frequency Band Learning for Gender Recognition in Brain-Computer Interfaces.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

2020
Phase Rotation to Avoid Imaginary Interference Leakage in Multi-user MIMO-OFDM/OQAM Systems.
Wirel. Pers. Commun., 2020

Improving the Certified Robustness of Neural Networks via Consistency Regularization.
CoRR, 2020

MRI Measurement Matrix Learning via Correlation Reweighting.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019
SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction.
CoRR, 2019

Improved Procedures for Training Primal Wasserstein GANs.
Proceedings of the 2019 IEEE SmartWorld, 2019

Unsupervised Domain Adaptation for Multi-Center Autism Spectrum Disorder Identification.
Proceedings of the 2019 IEEE SmartWorld, 2019

Residual Attention Generative Adversarial Networks for Nuclei Detection on Routine Colon Cancer Histology Images.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Adaptive Joint Attention with Reinforcement Training for Convolutional Image Caption.
Proceedings of the Human Brain and Artificial Intelligence - First International Workshop, 2019

Long Tail Multi-label Learning.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2019

SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2014
Analysis of massive MIMO systems downlink precoding performance.
Proceedings of the 9th International Conference on Communications and Networking in China, 2014

2012
Research on fault diagnosis method for ECS-CNCL based on rough set.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011
A Novel Dynamic Full Frequency Reuse Scheme in OFDMA Cellular Relay Networks.
Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

The Number of Disconnect MSs and System Capacity Analysis with Variable RSs Location in Two-Hop Cellular Networks.
Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

Real-time and fairness assisted scheduling in multiuser two-way relay network.
Proceedings of the 6th International ICST Conference on Communications and Networking in China, 2011

Utility-based joint routing and scheduling in OFDMA cellular relay networks with traffic prioritization.
Proceedings of the 6th International ICST Conference on Communications and Networking in China, 2011

2008
Joint Frequency Offset and Channel Estimation Using Rao-Blackwellized Particle Filter for Uplink MIMO-OFDMA Systems.
Proceedings of IEEE International Conference on Communications, 2008


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