Zhongnian Li

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 50

Top Topics

Phase Unwrapping

Top Venues

Neural Networks

SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI

Publications

Zhongnian Li, Mengting Xu, Xinzheng Xu, Daoqiang Zhang
Complementary Labels Learning with Augmented Classes. Knowl. Based Syst. 290 (2024)
Meng Wei, Zhongnian Li, Yong Zhou, Xinzheng Xu
Learning from Reduced Labels for Long-Tailed Data. CoRR (2024)
Meng Wei, Zhongnian Li, Yong Zhou, Xinzheng Xu
Learning from Reduced Labels for Long-Tailed Data. ICMR (2024)
Zhongnian Li, Peng Ying, Meng Wei, Tongfeng Sun, Xinzheng Xu
Prompt Expending for Single Positive Multi-Label Learning with Global Unannotated Categories. ICMR (2024)
Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang
InfoAT: Improving Adversarial Training Using the Information Bottleneck Principle. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Tongfeng Sun, Xiurui Wang, Zhongnian Li, Shifei Ding
Feature-wise scaling and shifting: Improving the generalization capability of neural networks through capturing independent information of features. Neural Networks 170 (2024)
Meng Wei, Zhongnian Li, Peng Ying, Yong Zhou, Xinzheng Xu
Determined Multi-Label Learning via Similarity-Based Prompt. CoRR (2024)
Zhongnian Li, Jinghao Xu, Peng Ying, Meng Wei, Tongfeng Sun, Xinzheng Xu
Learning from True-False Labels via Multi-modal Prompt Retrieving. CoRR (2024)
Zhongnian Li, Haotian Ren, Tongfeng Sun, Zhichen Li
Multi-label Learning from Privacy-Label. CoRR (2023)
Fangrong Zhou, Weishi Jin, Zezhong Zheng, Fan Mou, Zhongnian Li, Yutang Ma, Bu Wei, Shuangde Huang, Qun Wang
Insulator Detection for High-Resolution Satellite Images Based on Deep Learning. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Xinzheng Xu, Jian Zhang, Zhongnian Li
Learning from hybrid labels with partial labels via hybrid-grained contrast regularization. Appl. Soft Comput. 144 (2023)
Meng Wei, Zhongnian Li, Yong Zhou, Qiaoyu Guo, Xinzheng Xu
Learning from Stochastic Labels. CoRR (2023)
Liutao Yang, Zhongnian Li, Rongjun Ge, Junyong Zhao, Haipeng Si, Daoqiang Zhang
Low-Dose CT Denoising via Sinogram Inner-Structure Transformer. IEEE Trans. Medical Imaging 42 (4) (2023)
Meng Wei, Yong Zhou, Zhongnian Li, Xinzheng Xu
Class-imbalanced complementary-label learning via weighted loss. Neural Networks 166 (2023)
Xiaoyu Guan, Zhongnian Li, Yueying Zhou, Wei Shao, Daoqiang Zhang
Active learning for efficient analysis of high-throughput nanopore data. Bioinform. 39 (1) (2023)
Weishi Jin, Zezhong Zheng, Pengshan Li, Ankai Hou, Zhongnian Li, Qiang Liu
Evaluation of Urban Functional System. IGARSS (2022)
Wei Huang, Hongbo Xu, Zhongnian Li
A half subcarrier guard band spectrum assignment scheme for multi-user FBMC systems. KSII Trans. Internet Inf. Syst. 16 (1) (2022)
Meng Wei, Yong Zhou, Zhongnian Li, Xinzheng Xu
Class-Imbalanced Complementary-Label Learning via Weighted Loss. CoRR (2022)
Liutao Yang, Zhongnian Li, Rongjun Ge, Junyong Zhao, Haipeng Si, Daoqiang Zhang
Low-Dose CT Denoising via Sinogram Inner-Structure Transformer. CoRR (2022)
Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang
InfoAT: Improving Adversarial Training Using the Information Bottleneck Principle. CoRR (2022)
Zhongnian Li, Liutao Yang, Zhongchen Ma, Tongfeng Sun, Xinzheng Xu, Daoqiang Zhang
Learning from Positive and Unlabeled Data with Augmented Classes. CoRR (2022)
Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang
Scale-Invariant Adversarial Attack for Evaluating and Enhancing Adversarial Defenses. CoRR (2022)
Xiaoyu Guan, Yuqin Wang, Wei Shao, Zhongnian Li, Shuo Huang, Daoqiang Zhang
S2Snet: deep learning for low molecular weight RNA identification with nanopore. Briefings Bioinform. 23 (3) (2022)
Zhongnian Li, Jian Zhang, Mengting Xu, Xinzheng Xu, Daoqiang Zhang
Complementary Labels Learning with Augmented Classes. CoRR (2022)
Weishi Jin, Mingcang Zhu, Yong He, Jie Li, Zezhong Zheng, Mingkun Feng, Zhongnian Li, Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, Ankai Hou, Biao Zhang, Xuemei Li
Urban Residential Land Price Assessment Based on Transfer Learning. IGARSS (2021)
Qi Zhu, Haizhou Ye, Liang Sun, Zhongnian Li, Ran Wang, Feng Shi, Dinggang Shen, Daoqiang Zhang
GACDN: generative adversarial feature completion and diagnosis network for COVID-19. BMC Medical Imaging 21 (1) (2021)
Haoyu Zhang, Zezhong Zheng, Mingcang Zhu, Fangrong Zhou, Yong He, Zhongnian Li, Guoqing Zhou, Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, Xuemei Li
The Reprocessing for Himawari-8 Based on Deep Learning. IGARSS (2021)
Zhongnian Li, Tao Zhang, Wei Shao, Songcan Chen, Daoqiang Zhang
Sign-aware Perturbations Regression. SDM (2021)
Liutao Yang, Zhongnian Li, Zongxiang Pei, Daoqiang Zhang
Fs-Net: Filter Selection Network For Hyperspectral Reconstruction. ICIP (2021)
Tianming Shao, Mingcang Zhu, Yong He, Boya Yang, Zhanyong He, Fangrong Zhou, Juan Ren, Hongqiong Tang, Yao Fu, Zezhong Zheng, Zhongnian Li, Guoqing Zhou, Zhiyong Wang, Mingqi Li, Ling Jiang
Deformation of Chengdu Downtown with Sentinel-1A. IGARSS (2021)
Pengpai Wang, Yueying Zhou, Zhongnian Li, Daoqiang Zhang
GBCI: Adaptive Frequency Band Learning for Gender Recognition in Brain-Computer Interfaces. CICAI (2021)
Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang
A Consistency Regularization for Certified Robust Neural Networks. CICAI (2) (2021)
Chen Xie, Mingcang Zhu, Yong He, Zhanyong He, Fangrong Zhou, Juan Ren, Hongqiong Tang, Liutong Li, Zezhong Zheng, Tianming Shao, Zhongnian Li, Zhiyong Wang, Mingqi Li, Ling Jiang
Phase Unwrapping Methods for D-InSAR. IGARSS (2021)
Mujie Li, Mingcang Zhu, Yong He, Jianying Shu, Pengshan Li, Ankai Hou, Zezhong Zheng, Guoqing Zhou, Zhongnian Li, Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, Xuemei Li
Classification of Surface Natural Resources Based on HR-Net and DEM. IGARSS (2021)
Mengting Xu, Tao Zhang, Zhongnian Li, Mingxia Liu, Daoqiang Zhang
Towards evaluating the robustness of deep diagnostic models by adversarial attack. Medical Image Anal. 69 (2021)
Qurratulain Safder, Haoyu Zhang, Mingcang Zhu, Fangrong Zhou, Yong He, Lifeng Liu, Zezhong Zheng, Zhongnian Li, Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, Xuemei Li
Himawari Thermal Anomaly Scrutiny with Deep Learning. IGARSS (2021)
Chen Xie, Qingjun Peng, Zezhong Zheng, Zhongnian Li, Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, Xuemei Li
Relationship Between Defects of Capacitive Equipment and Geomorphology. IGARSS (2021)
Leiyu Dai, Mingcang Zhu, Zhanyong He, Yong He, Zezhong Zheng, Guoqing Zhou, Chao Wang, Juan Ren, Hongqiong Tang, Qiang Liu, Fang Huang, Zhongnian Li, Mujie Li, Zhiyong Wang, Mingqi Li, Ling Jiang
Landslide Risk Classification Based on Ensemble Machine Learning. IGARSS (2021)
Wei Huang, Zhiren Han, Li Zhao, Hongbo Xu, Zhongnian Li, Ze Wang
Resource Allocation for Intelligent Reflecting Surfaces Assisted Federated Learning System with Imperfect CSI. Algorithms 14 (12) (2021)
Mengting Xu, Tao Zhang, Zhongnian Li, Mingxia Liu, Daoqiang Zhang
Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack. CoRR (2021)
Mengting Xu, Tao Zhang, Zhongnian Li, Wei Shao, Daoqiang Zhang
Improving the Certified Robustness of Neural Networks via Consistency Regularization. CoRR (2020)
Zhongnian Li, Tao Zhang, Ruoyu Chen, Daoqiang Zhang
MRI Measurement Matrix Learning via Correlation Reweighting. ACM Multimedia (2020)
Zhongnian Li, Hongbo Xu, Da Chen, Daiming Qu
Phase Rotation to Avoid Imaginary Interference Leakage in Multi-user MIMO-OFDM/OQAM Systems. Wirel. Pers. Commun. 110 (4) (2020)
Zhongnian Li, Tao Zhang, Peng Wan, Daoqiang Zhang
SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction. AAAI (2019)
Mengqi Yuan, Jinke Xu, Zhongnian Li
Long Tail Multi-label Learning. AIKE (2019)
You Jiang, Zhongnian Li, Daoqiang Zhang
Unsupervised Domain Adaptation for Multi-Center Autism Spectrum Disorder Identification. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Junwei Li, Wei Shao, Zhongnian Li, Weida Li, Daoqiang Zhang
Residual Attention Generative Adversarial Networks for Nuclei Detection on Routine Colon Cancer Histology Images. MLMI@MICCAI (2019)
Zhongnian Li, Tao Zhang, Daoqiang Zhang
SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction. CoRR (2019)
Ruoyu Chen, Zhongnian Li, Daoqiang Zhang
Adaptive Joint Attention with Reinforcement Training for Convolutional Image Caption. HBAI@IJCAI (2019)
Tao Zhang, Zhongnian Li, Qi Zhu, Daoqiang Zhang
Improved Procedures for Training Primal Wasserstein GANs. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Zhipeng Xiao, Zhongnian Li
Analysis of massive MIMO systems downlink precoding performance. ChinaCom (2014)
Zhongnian Li, Lei Zhou
Research on fault diagnosis method for ECS-CNCL based on rough set. FSKD (2012)
Hui Yin, Jian Liang, Haokai Chen, Zhongnian Li, Shouyin Liu
Real-time and fairness assisted scheduling in multiuser two-way relay network. CHINACOM (2011)
Haokai Chen, Jian Liang, Hui Yin, Zhongnian Li, Shouyin Liu
The Number of Disconnect MSs and System Capacity Analysis with Variable RSs Location in Two-Hop Cellular Networks. VTC Fall (2011)
Jian Liang, Hui Yin, Haokai Chen, Zhongnian Li, Shouyin Liu
Utility-based joint routing and scheduling in OFDMA cellular relay networks with traffic prioritization. CHINACOM (2011)
Jian Liang, Hui Yin, Haokai Chen, Zhongnian Li, Shouyin Liu
A Novel Dynamic Full Frequency Reuse Scheme in OFDMA Cellular Relay Networks. VTC Fall (2011)
Zheng Jiang, Zhongnian Li, Xin Zhang, Dacheng Yang
Joint Frequency Offset and Channel Estimation Using Rao-Blackwellized Particle Filter for Uplink MIMO-OFDMA Systems. ICC (2008)