百晓学者学者目录

钟萍

副教授、博士生导师、博导、硕士生导师、硕导，中南大学

精选作品

期刊论文

2026

面向代码生成的选择性示例检索增强框架研究与实践

胡佳奇，钟萍

《电脑与信息技术》

DOI

2026

LAFI-Diffusion：基于可控扩散模型的卫星遥感舰船目标检测数据集构建与生成方法

Da He, Ze-Yuan Li, Hao-Ran Liu, Xikun Hu, Ping Zhong, S. Qian

National Remote Sensing Bulletin

DOI

2026

Invariant Deformation Fields: Enabling Real-Time Visible–Infrared Image Alignment for UAVs

Zi-Xuan Xiao, Rui-Gang Fu, Jia-Jun Xiang, Xing-Yue Liu, Pengcheng Wan, Ping Zhong

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2026

A Realistic Instance-Level Data Augmentation Method for Small-Object Detection Based on Scene Understanding

Chuwei Li, Zhilong Zhang, Ping Zhong, Jun He

Remote Sensing

DOI

2026

Separate to generalization: Two-branch feature separation framework for generalized underwater image restoration

Jia-Hao Qi, Xing-Yue Liu, Chen Chen, Kang-Cheng Bin, Ping Zhong

Pattern Recognition

DOI

2026

Fusion of Infrared and Visible Images Based on Iterative Dual-Branch Attention and Modality Discrepancy Guidance

Wei Xue, Shu-Ting Zhu, Ya-Zhou Yao, Xiao Zheng, Ping Zhong

IEEE transactions on multimedia

DOI

2026

Hyperspectral Aquatic Understanding Foundation Model: A physics-aware and cross-platform learning strategy

Jia-Hao Qi, Chuan-Hong Zhou, Xing-Yue Liu, Jin-Yue Jiao, Hong-Yi Zhang, Zhi-Yu Li, Cheng-Cheng Hu, Hong-Ye Wang, Kai Liu, Yuan Yao, Ping Zhong

IEEE Geoscience and Remote Sensing Magazine

DOI

2026

TAE: Target-aware enhancer for nighttime UAV tracking

Yanyan Chen, Rui-Gang Fu, Yu Song, Ping Zhong

International Conference on Information Photonics

DOI

2026

Robust Fine-Grained Oriented Ship Detection for Remote Sensing Imagery via Controllable Generative Pretraining

Da He, Haoran Liu, Zeyu Li, Yikai Zhao, Xikun Hu, Ping Zhong, Weijian Li, Qian Shi, Xiao-Ping Liu, Yan-Fei Zhong, Liang-Pei Zhang

IEEE Transactions on Image Processing

DOI

2026

Two-Stage Multi-Drone Multi-Target Association: Laplacian-Guided Feature Enhancement and SGMM-Based Error Filtering Approach

Zhang Zhao, Rui-Gang Fu, Zi-Xuan Xiao, Jia-Jun Xiang, Yu Song, Ping Zhong

IEEE transactions on circuits and systems for video technology (Print)

DOI

2026

Adversarial spectral perturbation for single-domain generalized object detection

Xiang-Sheng Wang, Kang-Cheng Bin, Xiao-Jian Wang, Pengcheng Wan, Ting Hu, Ping Zhong

Pattern Recognition

DOI

2025

Histone demethylase PHF2 regulates inflammatory genes in Alzheimer's disease

Guojun Yang, Yong Ren, Ping Zhong, Prechetas Jai Patel, Xiao-Qing Chen, Lei Wan, Young-Ho Lee, Komal Saleem, Jian Feng, Zhen Yan

Molecular Psychiatry

DOI

2025

利用GNSS探究2015—2022年澳大利亚东南部干旱时空演变特征及其与ENSO-IOD的遥相关

文海平，钟萍，汤苗，杨兴海，姜中山

《地球物理学进展》

2025

Discriminative Latent-Space Learning for Fine-Grained Object Detection in Remote Sensing Images

Yu Liu, Xikun Hu, Wenlin Liu, Xiang-Sheng Wang, Chen Chen, Pengcheng Wan, Ya Jiang, Ping Zhong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Partial Attention Feature Aggregation Network for Lightweight Remote Sensing Image Super-Resolution

Wei Xue, Tiancheng Shao, Ming-Yang Du, Xiao Zheng, Ping Zhong

IEEE Geoscience and Remote Sensing Letters

DOI

2025

Active Object Detection for UAV Remote Sensing via Behavior Cloning and Enhanced Q-Network With Shallow Features

Zhuocheng Zou, Xikun Hu, Ping Zhong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

MSP-O: A Two-Stage Mask Pretraining Method With Object Focus for Remote Sensing Object Detection

Wenlin Liu, Xikun Hu, Yu Liu, Ping Zhong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Adversarial Attack on Object Detection via Object Feature-Wise Attention and Perturbation Extraction

Wei Xue, Xiaoyan Xia, Pengcheng Wan, Ping Zhong, Xiao Zheng

Tsinghua Science and Technology

DOI

2025

Empowering Hybrid-Level Contrastive Learning for Hyperspectral Underwater Target Detection in Nearshore Environment

Jia-Hao Qi, Xing-Yue Liu, Ping Zhong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Behavior cloning for active object detection in UAV remote sensing

Zhuocheng Zou, Ping Zhong

Other Conferences

DOI

2025

On Adversarial Robust Generalization of DNNs for Remote Sensing Image Classification

Wei Xue, Yong-Hao Wang, Shao-Quan Zhang, Xiao Zheng, Ping Zhong

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

Physics-Informed Curriculum Learning Framework for Hyperspectral Underwater Target Characterization

Jia-Hao Qi, Xing-Yue Liu, Chen Chen, Dehui Zhu, Kang-Cheng Bin, Ping Zhong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Subtle Spectral Difference Discriminative Deep Metric Learning With Spectral Center Construction for Hyperspectral Target Detection

De-Hui Zhu, Yuetian Lu, Ping Zhong, Bo Du, Liang-Pei Zhang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Layer-Adaptive Modality Interaction Network for UAV-based Multimodal Object Detection

Chen Chen, Xing-Yue Liu, Ping Zhong, Kang-Cheng Bin

Proceedings of the 4th International Conference on Artificial Intelligence and Intelligent Information Processing

DOI

2025

UAV-StrawFire: A visible and infrared dataset for real-time straw-fire monitoring with deep learning and image fusion

Xikun Hu, Ya Jiang, Xiaoyan Xia, Chen Chen, Wenlin Liu, Pengcheng Wan, Kang-Cheng Bin, Ping Zhong

International Journal of Applied Earth Observation and Geoinformation

DOI

2025

Fusion Meets Diverse Conditions: A High-Diversity Benchmark and Baseline for UAV-Based Multimodal Object Detection with Condition Cues

Chen Chen, Kang-Cheng Bin, Ting Hu, Jia-Hao Qi, Xing-Yue Liu, Tian-Peng Liu, Zhen Liu, Yongxiang Liu, Ping Zhong

IEEE International Conference on Computer Vision

DOI

2025

UCM-VeID V2: A Richer Dataset and A Pre-Training Method for UAV Cross-Modality Vehicle Re-Identification

Xing-Yue Liu, Jia-Hao Qi, Chen Chen, Kang-Cheng Bin, Ping Zhong

Computer Vision and Pattern Recognition

DOI

2025

ATR-UMMIM: A Benchmark Dataset for UAV-Based Multimodal Image Registration under Complex Imaging Conditions

Kang-Cheng Bin, Chen Chen, Ting Hu, Jia-Hao Qi, Ping Zhong

arXiv.org

DOI

2024

AF-Net: An Active Fire Detection Model Using Improved Object-Contextual Representations on Unbalanced UAV Datasets

Xikun Hu, Wenlin Liu, Hao Wen, Ka-veng Yuen, Tian Jin, A. C. Nogueira, Ping Zhong

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Weakly Misalignment-Free Adaptive Feature Alignment for UAVs-Based Multimodal Object Detection

Chen Chen, Jia-Hao Qi, Xing-Yue Liu, Kang-Cheng Bin, Rui-Gang Fu, Xikun Hu, Ping Zhong

Computer Vision and Pattern Recognition

DOI

2024

Pattern Corruption-Assisted Physical Attacks Against Object Detection in UAV Remote Sensing

Yu Zhang, Z. Gong, Hao Wen, Xikun Hu, Xiaoyan Xia, Hejun Jiang, Ping Zhong

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Attention-based Sparse and Collaborative Spectral Abundance Learning for Hyperspectral Subpixel Target Detection

De-Hui Zhu, Ping Zhong, Bo Du, L. Zhang

Neural Networks

DOI

2024

Detecting Nearshore Underwater Targets With Hyperspectral Nonlinear Unmixing Autoencoder

Jiaxuan Liu, Jia-Hao Qi, De-Hui Zhu, Hao Wen, Hejun Jiang, Ping Zhong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Near Real-Time Burned Area Progression Mapping With Multispectral Data Using Ensemble Learning

Xikun Hu, Hao Wen, Puzhao Zhang, Ka-veng Yuen, Ping Zhong

IEEE Geoscience and Remote Sensing Letters

DOI

2024

Visual Reinforcement Learning for Dynamic Object Detection

Xiang-Sheng Wang, Xikun Hu, Ping Zhong

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

DOI

2024

Relation-Aware Weight Sharing in Decoupling Feature Learning Network for UAV RGB-Infrared Vehicle Re-Identification

Xing-Yue Liu, Jia-Hao Qi, Chen Chen, Kang-Cheng Bin, Ping Zhong

IEEE transactions on multimedia

DOI

2024

Empowering Physical Attacks With Jacobian Matrix Regularization Against ViT-Based Detectors in UAV Remote Sensing Images

Yu Zhang, Z. Gong, Wenlin Liu, Hao Wen, Pengcheng Wan, Jia-Hao Qi, Xikun Hu, Ping Zhong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Detecting rice straw burning based on infrared and visible information fusion with UAV remote sensing

Hao Wen, Xikun Hu, Ping Zhong

Computers and Electronics in Agriculture

DOI

2024

DSRNet: Diagonal Subsampling Reconstruction Network for Hyperspectral Anomaly Detection

Hao Wen, Xikun Hu, Ping Zhong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Deep Intrinsic Decomposition With Adversarial Learning for Hyperspectral Image Classification

Zhiqiang Gong, Jia-Hao Qi, Ping Zhong, Xian Zhou, Wen Yao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

Behavioral, circuitry, and molecular aberrations by region-specific deficiency of the high-risk autism gene Cul3

Maximiliano Rapanelli, Tao Tan, Wei Wang, Xue Wang, Zi-Jun Wang, Ping Zhong, Luciana Frick, Luye Qin, Kaijie Ma, Jun Qu, Zhen Yan

Molecular Psychiatry，Vol. 260, No. 50

DOI

2021

Synergistic inhibition of histone modifiers produces therapeutic effects in adult Shank3-deficient mice

Freddy Zhang, Benjamin Rein, Ping Zhong, Treefa Shwani, Megan Conrow-Graham, Zi-Jun Wang, Zhen Yan

Translational Psychiatry，Vol. 11, No. 10

DOI

2021

一种高效低能耗移动数据采集与无线充电策略

钟萍，徐爱昆，张艺雯，李亚婷，张一鸣，黄家玮，王建新

《软件学报》

DOI

2020

Amelioration of autism-like social deficits by targeting histone methyltransferases EHMT1/2 in Shank3-deficient mice (vol 25, pg 2517, 2020)

Zi-Jun Wang, Ping Zhong, Kaijie Ma, Ji-Seon Seo, Fengwei Yang, Zihua Hu, Freddy Zhang, Lin Lin, Jie Wang, Tao Liu, Emmanuel Matas, Paul Greengard, Zhen Yan

Molecular Psychiatry，Vol. 250, No. 100

DOI

2020

Ahnak scaffolds p11/Anxa2 complex and L-type voltage-gated calcium channel and modulates depressive behavior

Junghee Jin, Dionnet L. Bhatti, Ko-Woon Lee, Lucian Medrihan, Jia Cheng, Jing Wei, Ping Zhong, Zhen Yan, Cassandra Kooiker, Claire Song, Jung-Hyuck Ahn, Gerald J. Obermair, Amy Lee, Jodi Gresack, Paul Greengard, Yong Kim

Molecular Psychiatry，Vol. 250, No. 50

DOI

2020

基于PID的人工智能算法的优化

刘千铭，钟萍

《信息记录材料》

DOI

2020

A dataset for infrared detection and tracking of dim-small aircraft targets under ground / air background

Bing-Wei Hui, Zhi-Yong Song, Hongqi Fan, Ping Zhong, Wei-Dong Hu, Xiao-Feng Zhang, Jianguo Ling, Hong-Yan Su, Wei Jin, Yongjie Zhang, Yaxi Bai

China Scientific Data

DOI

2018

以能力为导向浅谈物联网工程专业人才的培养

陈颖文，钟萍，逄德明

《计算机工程与科学》

2014

Regulation of N-Methyl-D-Aspartate Receptors by Disrupted-in-Schizophrenia-1

Jing Wei, Nicholas M. Graziane, Haitao Wang, Ping Zhong, Qi Wang, Wenhua Liu, Akiko Hayashi-Takagi, Carsten Korth, Akira Sawa, Nicholas J. Brandon, Zhen Yan

Biological Psychiatry，Vol. 75, No. 50

DOI

2010

基于支持向量机的异常值问题的研究现状

王快妮，钟萍，赵庄园

《计算机工程与设计》

2010

快速支持向量机增量学习算法

赵耀红，王快妮，钟萍，王来生

《计算机工程与设计》

2006

Vondrak滤波法用于结构振动与GPS多路径信号的分离

钟萍，丁晓利，郑大伟，陈武

《中南大学学报(自然科学版)》

预印本

2026

DisCo-FLoc: Semantic-Free Floorplan Localization via $SE(2)$-Aware Contrastive Disambiguation

Ping Zhong, Shiyong Meng, Bolei Chen, Tao Zou, Chaoxu Mu, Jianxin Wang

arXiv preprint

2026

From Uncertainty to Determinism: Coarse-to-Fine Visual Floorplan Localization without Ray Matching

Shiyong Meng, Bolei Chen, Ping Zhong, Yang Wan, Rongzhi Wang, Jiazhi Xia, Jianxin Wang

arXiv preprint

2026

BMCR: Adaptive Backbone Module Composition via Reinforcement Learning for Remote Sensing Object Detection

Wenlin Liu, Xikun Hu, Ping Zhong

arXiv preprint

2026

FloAff-Kitchen: Bridging Navigation and Manipulation via Canonical and Progressive Floor Affordance Learning

Ping Zhong, Manling Teng, Tao Wu, Bolei Chen, Jiazhi Xia, Jianxin Wang

arXiv preprint

2026

Spatially Generalizable Mobile Manipulation via Adaptive Experience Selection and Dynamic Imagination

Ping Zhong, Liangbai Liu, Bolei Chen, Tao Wu, Jiazhi Xia, Chaoxu Mu, Jianxin Wang

arXiv preprint

2025

Environment-Driven Online LiDAR-Camera Extrinsic Calibration

Zhiwei Huang, Jiaqi Li, Hongbo Zhao, Xiao Ma, Ping Zhong, Xiaohu Zhou, Wei Ye, Rui Fan

arXiv preprint

2025

Perspective from a Higher Dimension: Can 3D Geometric Priors Help Visual Floorplan Localization?

Bolei Chen, Jiaxu Kang, Haonan Yang, Ping Zhong, Jianxin Wang

arXiv preprint

2025

Recursive Visual Imagination and Adaptive Linguistic Grounding for Vision Language Navigation

Bolei Chen, Jiaxu Kang, Yifei Wang, Ping Zhong, Qi Wu, Jianxin Wang

arXiv preprint

2025

Nearshore Underwater Target Detection Meets UAV-borne Hyperspectral Remote Sensing: A Novel Hybrid-level Contrastive Learning Framework and Benchmark Dataset

Jiahao Qi, Chuanhong Zhou, Xingyue Liu, Chen Chen, Dehui Zhu, Kangcheng Bin, Ping Zhong

arXiv preprint

2025

Perspective from a Broader Context: Can Room Style Knowledge Help Visual Floorplan Localization?

Bolei Chen, Shengsheng Yan, Yongzheng Cui, Jiaxu Kang, Ping Zhong, Jianxin Wang

arXiv preprint

2024

Lighten CARAFE: Dynamic Lightweight Upsampling with Guided Reassemble Kernels

Ruigang Fu, Qingyong Hu, Xiaohu Dong, Yinghui Gao, Biao Li, Ping Zhong

arXiv preprint

2024

TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework

Guanfeng Tang, Zhiyuan Wu, Jiahang Li, Ping Zhong, We Ye, Xieyuanli Chen, Huiming Lu, Rui Fan

arXiv preprint

2023

HyperDID: Hyperspectral Intrinsic Image Decomposition with Deep Feature Embedding

Zhiqiang Gong, Xian Zhou, Wen Yao, Xiaohu Zheng, Ping Zhong

arXiv preprint

2022

Self-aligned Spatial Feature Extraction Network for UAV Vehicle Re-identification

Aihuan Yao, Jiahao Qi, Ping Zhong

arXiv preprint

DOI

2022

A CNN with Noise Inclined Module and Denoise Framework for Hyperspectral Image Classification

Zhiqiang Gong, Ping Zhong, Jiahao Qi, Panhe Hu

arXiv preprint

DOI

2022

Masked Spatial-Spectral Autoencoders Are Excellent Hyperspectral Defenders

Jiahao Qi, Zhiqiang Gong, Xingyue Liu, Kangcheng Bin, Chen Chen, Yongqian Li, Wei Xue, Yu Zhang, Ping Zhong

arXiv preprint

2022

Transferable Physical Attack against Object Detection with Separable Attention

Yu Zhang, Zhiqiang Gong, Yichuang Zhang, YongQian Li, Kangcheng Bin, Jiahao Qi, Wei Xue, Ping Zhong

arXiv preprint

2020

Few-shot Object Detection with Self-adaptive Attention Network for Remote Sensing Images

Zixuan Xiao, Wei Xue, Ping Zhong

arXiv preprint

2020

Few-shot Object Detection with Feature Attention Highlight Module in Remote Sensing Images

Zixuan Xiao, Ping Zhong, Yuan Quan, Xuping Yin, Wei Xue

arXiv preprint

2019

An End-to-End Joint Unsupervised Learning of Deep Model and Pseudo-Classes for Remote Sensing Scene Representation

Zhiqiang Gong, Ping Zhong, Weidong Hu, Fang Liu, Bingwei Hui

arXiv preprint

2019

Deep Manifold Embedding for Hyperspectral Image Classification

Zhiqiang Gong, Weidong Hu, Xiaoyong Du, Ping Zhong, Panhe Hu

arXiv preprint

2019

Statistical Loss and Analysis for Deep Learning in Hyperspectral Image Classification

Zhiqiang Gong, Ping Zhong, Weidong Hu

arXiv preprint

2019

Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification

Sheng Wan, Chen Gong, Ping Zhong, Bo Du, Lefei Zhang, Jian Yang

arXiv preprint

2019

A novel statistical metric learning for hyperspectral image classification

Zhiqiang Gong, Ping Zhong, Weidong Hu, Zixuan Xiao, Xuping Yin

arXiv preprint

2019

Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network

Sheng Wan, Chen Gong, Ping Zhong, Shirui Pan, Guangyu Li, Jian Yang

arXiv preprint

2018

Diversity in Machine Learning

Zhiqiang Gong, Ping Zhong, Weidong Hu

arXiv preprint

DOI

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