A Joint Convolutional Neural Networks and Context Transfer for Street Scenes Labeling. - Qi Wang 009; Junyu Gao 001; Yuan Yuan 001 (IEEE Trans. Intell. Transp. Syst., 2018)

Embedding Structured Contour and Location Prior in Siamesed Fully Convolutional Networks for Road Detection. - Qi Wang 009; Junyu Gao 001; Yuan Yuan 001 (IEEE Trans. Intell. Transp. Syst., 2018)

Learning From Synthetic Data for Crowd Counting in the Wild. - Qi Wang 009; Junyu Gao 001; Wei Lin 018; Yuan Yuan 001 (CVPR, 2019)

Convolutional Regression Network for Multi-Oriented Text Detection. - Junyu Gao 001; Qi Wang 009; Yuan Yuan 001 (IEEE Access, 2019)

C^3 Framework: An Open-source PyTorch Code for Crowd Counting. - Junyu Gao 001; Wei Lin 018; Bin Zhao 001; Dong Wang 028; Chenyu Gao; Jun Wen (CoRR, 2019)

Feature-aware Adaptation and Structured Density Alignment for Crowd Counting in Video Surveillance. - Junyu Gao 001; Qi Wang 009; Yuan Yuan 001 (CoRR, 2019)

Domain-adaptive Crowd Counting via Inter-domain Features Segregation and Gaussian-prior Reconstruction. - Junyu Gao 001; Tao Han 002; Qi Wang 009; Yuan Yuan 001 (CoRR, 2019)

SCAR: Spatial-/channel-wise attention regression networks for crowd counting. - Junyu Gao 001; Qi Wang 009; Yuan Yuan 001 (Neurocomputing, 2019)

Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes. - Qi Wang 009; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Image Process., 2019)

Multi-feature Counting of Dense Crowd Image Based on Multi-column Convolutional Neural Network. - Songchenchen Gong; El-Bay Bourennane; Junyu Gao 001 (ICCCS, 2020)

VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. - Dawei Du; Longyin Wen; Pengfei Zhu 001; Heng Fan 001; Qinghua Hu; Haibin Ling; Mubarak Shah; Junwen Pan; Ali Al-Ali; Amr Mohamed 001; Bakour Imene; Bin Dong 006; et al. (ECCV Workshops (4), 2020)

A Flow Base Bi-path Network for Cross-Scene Video Crowd Understanding in Aerial View. - Zhiyuan Zhao 005; Tao Han 002; Junyu Gao 001; Qi Wang 009; Xuelong Li 001 (ECCV Workshops (4), 2020)

Focus on Semantic Consistency for Cross-Domain Crowd Understanding. - Tao Han 002; Junyu Gao 001; Yuan Yuan 001; Qi Wang 009 (ICASSP, 2020)

Pixel-Level Self-Paced Learning For Super-Resolution. - Wei Lin 018; Junyu Gao 001; Qi Wang 009; Xuelong Li 001 (ICASSP, 2020)

Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning. - Tao Han 002; Junyu Gao 001; Yuan Yuan 001; Qi Wang 009 (NeurIPS, 2020)

Hyperspectral Image Classification With CapsNet and Markov Random Fields. - Xuefeng Jiang; Yue Zhang 036; Wenbo Liu 005; Junyu Gao 001; Junrui Liu; Yanning Zhang 001; Jianzhe Lin (IEEE Access, 2020)

NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting. - Qi Wang 009; Junyu Gao 001; Wei Lin 018; Xuelong Li 001 (CoRR, 2020)

CNN-based Density Estimation and Crowd Counting: A Survey. - Guangshuai Gao; Junyu Gao 001; Qingjie Liu 001; Qi Wang 009; Yunhong Wang 001 (CoRR, 2020)

Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions. - Di Hu 001; Lichao Mou; Qingzhong Wang; Junyu Gao 001; Yuansheng Hua; Dejing Dou; Xiao Xiang Zhu 001 (CoRR, 2020)

Learning Independent Instance Maps for Crowd Localization. - Junyu Gao 001; Tao Han 002; Yuan Yuan 001; Qi Wang 009 (CoRR, 2020)

PCC Net: Perspective Crowd Counting via Spatial Convolutional Network. - Junyu Gao 001; Qi Wang 009; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Multi-Domain Synchronous Refinement Network for Unsupervised Cross-Domain Person Re-Identification. - Sikai Bai; Junyu Gao 001; Qi Wang 009; Xuelong Li 001 (ICME, 2021)

Video Crowd Localization with Multi-focus Gaussian Neighbor Attention and a Large-Scale Benchmark. - Haopeng Li; Lingbo Liu; Kunlin Yang; Shinan Liu; Junyu Gao 001; Bin Zhao 001; Rui Zhang 003; Jun Hou (CoRR, 2021)

Unsupervised Domain Adaptive Learning via Synthetic Data for Person Re-identification. - Qi Wang 009; Sikai Bai; Junyu Gao 001; Yuan Yuan 001; Xuelong Li 001 (CoRR, 2021)

LDC-Net: A Unified Framework for Localization, Detection and Counting in Dense Crowds. - Qi Wang 009; Tao Han 002; Junyu Gao 001; Yuan Yuan 001; Xuelong Li 001 (CoRR, 2021)

Audio-visual Representation Learning for Anomaly Events Detection in Crowds. - Junyu Gao 001; Maoguo Gong; Xuelong Li 001 (CoRR, 2021)

Pixel-Wise Crowd Understanding via Synthetic Data. - Qi Wang 009; Junyu Gao 001; Wei Lin 018; Yuan Yuan 001 (Int. J. Comput. Vis., 2021)

Learning to detect anomaly events in crowd scenes from synthetic data. - Wei Lin 018; Junyu Gao 001; Qi Wang 009; Xuelong Li 001 (Neurocomputing, 2021)

NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization. - Qi Wang 009; Junyu Gao 001; Wei Lin 018; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Feature-Aware Adaptation and Density Alignment for Crowd Counting in Video Surveillance. - Junyu Gao 001; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Cybern., 2021)

Scale-Prior Deformable Convolution for Exemplar-Guided Class-Agnostic Counting. - Wei Lin 018; Kunlin Yang; Xinzhu Ma; Junyu Gao 001; Lingbo Liu; Shinan Liu; Jun Hou; Shuai Yi; Antoni B. Chan (BMVC, 2022)

DR.VIC: Decomposition and Reasoning for Video Individual Counting. - Tao Han 002; Lei Bai 001; Junyu Gao 001; Qi Wang 009; Wanli Ouyang (CVPR, 2022)

MAFNet: A Multi-Attention Fusion Network for RGB-T Crowd Counting. - Pengyu Chen; Junyu Gao 001; Yuan Yuan 001; Qi Wang 009 (CoRR, 2022)

Counting Like Human: Anthropoid Crowd Counting on Modeling the Similarity of Objects. - Qi Wang 009; Juncheng Wang; Junyu Gao 001; Yuan Yuan 001; Xuelong Li 001 (CoRR, 2022)

Congested crowd instance localization with dilated convolutional swin transformer. - Junyu Gao 001; Maoguo Gong; Xuelong Li 001 (Neurocomputing, 2022)

Global Multi-Scale Information Fusion for Multi-Class Object Counting in Remote Sensing Images. - Junyu Gao 001; Maoguo Gong; Xuelong Li 001 (Remote. Sens., 2022)

Density-Aware Curriculum Learning for Crowd Counting. - Qi Wang 009; Wei Lin 018; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Video Crowd Localization With Multifocus Gaussian Neighborhood Attention and a Large-Scale Benchmark. - Haopeng Li; Lingbo Liu; Kunlin Yang; Shinan Liu; Junyu Gao 001; Bin Zhao 001; Rui Zhang 003; Jun Hou (IEEE Trans. Image Process., 2022)

Neuron Linear Transformation: Modeling the Domain Shift for Crowd Counting. - Qi Wang 009; Tao Han 002; Junyu Gao 001; Yuan Yuan 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Multitask Attention Network for Lane Detection and Fitting. - Qi Wang 009; Tao Han 002; Zequn Qin; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Imbalanced Aircraft Data Anomaly Detection. - Hao Yang; Junyu Gao 001; Yuan Yuan 001; Xuelong Li 001 (CoRR, 2023)

Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators. - Sikai Bai; Shuaicheng Li; Weiming Zhuang; Jie Zhang 076; Song Guo 001; Kunlin Yang; Jun Hou; Shuai Zhang; Junyu Gao 001; Shuai Yi (CoRR, 2023)

NAS-Kernel: Learning Suitable Gaussian Kernel for Remote-Sensing Object Counting. - Liangliang Zhao; Junyu Gao 001; Xuelong Li 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

LGNet: Location-Guided Network for Road Extraction From Satellite Images. - Jingtao Hu; Junyu Gao 001; Yuan Yuan 001; Jocelyn Chanussot; Qi Wang 009 (IEEE Trans. Geosci. Remote. Sens., 2023)

Exploring Hard Samples in Multiview for Few-Shot Remote Sensing Scene Classification. - Yuyu Jia; Junyu Gao 001; Wei Huang; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Geosci. Remote. Sens., 2023)

Holistic Mutual Representation Enhancement for Few-Shot Remote Sensing Segmentation. - Yuyu Jia; Junyu Gao 001; Wei Huang; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Geosci. Remote. Sens., 2023)

Crowd Localization From Gaussian Mixture Scoped Knowledge and Scoped Teacher. - Juncheng Wang; Junyu Gao 001; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Image Process., 2023)

Boosting One-Stage License Plate Detector via Self-Constrained Contrastive Aggregation. - Haoxuan Ding; Junyu Gao 001; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Domain-Adaptive Crowd Counting via High-Quality Image Translation and Density Reconstruction. - Junyu Gao 001; Tao Han 002; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators. - Sikai Bai; Shuaicheng Li; Weiming Zhuang; Jie Zhang 076; Kunlin Yang; Jun Hou; Shuai Yi; Shuai Zhang; Junyu Gao 001 (AAAI, 2024)

A Descriptive Basketball Highlight Dataset for Automatic Commentary Generation. - Benhui Zhang 001; Junyu Gao 001; Yuan Yuan 001 (ACM Multimedia, 2024)

SamLP: A Customized Segment Anything Model for License Plate Detection. - Haoxuan Ding; Junyu Gao 001; Yuan Yuan 001; Qi Wang 009 (CoRR, 2024)

NWPU-MOC: A Benchmark for Fine-grained Multi-category Object Counting in Aerial Images. - Junyu Gao 001; Liangliang Zhao; Xuelong Li 001 (CoRR, 2024)

Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary Segmentation. - Junyu Gao 001; Da Zhang 010; Xuelong Li 001 (CoRR, 2024)

Like Humans to Few-Shot Learning through Knowledge Permeation of Vision and Text. - Yuyu Jia; Qing Zhou; Wei Huang; Junyu Gao 001; Qi Wang 009 (CoRR, 2024)

Text-only Synthesis for Image Captioning. - Qing Zhou; Junlin Huang; Qiang Li 042; Junyu Gao 001; Qi Wang 009 (CoRR, 2024)

StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation. - Bingyu Li; Da Zhang 010; Zhiyuan Zhao 005; Junyu Gao 001; Xuelong Li 001 (CoRR, 2024)

A Training-Free Framework for Video License Plate Tracking and Recognition with Only One-Shot. - Haoxuan Ding; Qi Wang 009; Junyu Gao 001; Qiang Li 042 (CoRR, 2024)

Quantum-inspired Interpretable Deep Learning Architecture for Text Sentiment Analysis. - Bingyu Li; Da Zhang 010; Zhiyuan Zhao 005; Junyu Gao 001; Yuan Yuan 001 (CoRR, 2024)

SignEye: Traffic Sign Interpretation from Vehicle First-Person View. - Chuang Yang 003; Xu Han; Tao Han 002; Yuejiao Su; Junyu Gao 001; Hongyuan Zhang; Yi Wang 068; Lap-Pui Chau (CoRR, 2024)

Multivariate time series classification with crucial timestamps guidance. - Da Zhang 010; Junyu Gao 001; Xuelong Li 001 (Expert Syst. Appl., 2024)

RRTrN: A lightweight and effective backbone for scene text recognition. - Qing Zhou; Junyu Gao 001; Yuan Yuan 001; Qi Wang 009 (Expert Syst. Appl., 2024)

Audio-visual representation learning for anomaly events detection in crowds. - Junyu Gao 001; Hao Yang 046; Maoguo Gong; Xuelong Li 001 (Neurocomputing, 2024)

Center-enhanced video captioning model with multimodal semantic alignment. - Benhui Zhang 001; Junyu Gao 001; Yuan Yuan 001 (Neural Networks, 2024)

NWPU-MOC: A Benchmark for Fine-Grained Multicategory Object Counting in Aerial Images. - Junyu Gao 001; Liangliang Zhao; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Balanced Density Regression Network for Remote Sensing Object Counting. - Haojie Guo; Junyu Gao 001; Yuan Yuan 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Contrastive Tokens and Label Activation for Remote Sensing Weakly Supervised Semantic Segmentation. - Zaiyi Hu; Junyu Gao 001; Yuan Yuan 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Enhancing Unimodal Features Matters: A Multimodal Framework for Building Extraction. - Xiaofeng Shi; Junyu Gao 001; Yuan Yuan 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Alignment and Fusion Using Distinct Sensor Data for Multimodal Aerial Scene Classification. - Xu Sun; Junyu Gao 001; Yuan Yuan 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Integrating SAM With Feature Interaction for Remote Sensing Change Detection. - Da Zhang 010; Feiyu Wang; Lichen Ning; Zhiyuan Zhao 005; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Single-Stream Extractor Network With Contrastive Pre-Training for Remote-Sensing Change Captioning. - Qing Zhou; Junyu Gao 001; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Geosci. Remote. Sens., 2024)

FF-LPD: A Real-Time Frame-by-Frame License Plate Detector With Knowledge Distillation and Feature Propagation. - Haoxuan Ding; Junyu Gao 001; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Image Process., 2024)

An End-to-End Contrastive License Plate Detector. - Haoxuan Ding; Junyu Gao 001; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Intell. Transp. Syst., 2024)

SSIR: Spatial shuffle multi-head self-attention for Single Image Super-Resolution. - Liangliang Zhao; Junyu Gao 001; Donghu Deng; Xuelong Li 001 (Pattern Recognit., 2024)

Text kernel calculation for arbitrary shape text detection. - Xu Han; Junyu Gao 001; Yuan Yuan 001; Qi Wang 009 (Vis. Comput., 2024)

Learning Long-Range Relationships for Temporal Aircraft Anomaly Detection. - Da Zhang 010; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Aerosp. Electron. Syst., 2024)

Enhancing Low-Rank Adaptation with Recoverability-Based Reinforcement Pruning for Object Counting. - Haojie Guo; Junyu Gao 001; Yuan Yuan 001 (AAAI, 2025)

LLMs Caught in the Crossfire: Malware Requests and Jailbreak Challenges. - Haoyang Li; Huan Gao; Zhiyuan Zhao 005; Zhiyu Lin; Junyu Gao 001; Xuelong Li 001 (ACL (1), 2025)

WebUIBench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in WebUI-to-Code. - Zhiyu Lin; Zhengda Zhou; Zhiyuan Zhao 005; Tianrui Wan; Yilun Ma; Junyu Gao 001; Xuelong Li 001 (ACL (Findings), 2025)

Unity in Diversity: Video Editing via Gradient-Latent Purification. - Junyu Gao 001; Kunlin Yang; Xuan Yao; Yufan Hu (CVPR, 2025)

Scale Efficient Training for Large Datasets. - Qing Zhou; Junyu Gao 001; Qi Wang 009 (CVPR, 2025)

Building extraction from remote sensing images with deep learning: A survey on vision techniques. - Yuan Yuan 001; Xiaofeng Shi; Junyu Gao 001 (Comput. Vis. Image Underst., 2025)

H3T: Hierarchical Transferable Transformer with TokenMix for Unsupervised Domain Adaptation. - Yihua Ren; Junyu Gao 001; Yuan Yuan 001 (Expert Syst. Appl., 2025)

Memory-enhanced hierarchical transformer for video paragraph captioning. - Benhui Zhang 001; Junyu Gao 001; Yuan Yuan 001 (Neurocomputing, 2025)

U3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic Segmentation. - Bingyu Li; Da Zhang 010; Zhiyuan Zhao 005; Junyu Gao 001; Xuelong Li 001 (Pattern Recognit., 2025)

Distance-aware network for physical-world object distribution estimation and counting. - Yuan Yuan 001; Haojie Guo; Junyu Gao 001 (Pattern Recognit., 2025)

Combining SAM With Limited Data for Change Detection in Remote Sensing. - Junyu Gao 001; Da Zhang 010; Feiyu Wang; Lichen Ning; Zhiyuan Zhao 005; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Dual-View Classifier Evolution for Generalized Remote Sensing Few-Shot Segmentation. - Yuyu Jia; Wenhao Fu; Junyu Gao 001; Qi Wang 009 (IEEE Trans. Geosci. Remote. Sens., 2025)

Cross-Resolution Change Detection in Remote Sensing via Unequal Relationships From a Frequency Perspective. - Lichen Ning; Qing Zhou; Qi Wang 009; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Embedding Generalized Semantic Knowledge Into Few-Shot Remote Sensing Segmentation. - Qi Wang 009; Yuyu Jia; Wei Huang; Junyu Gao 001; Qiang Li 042 (IEEE Trans. Geosci. Remote. Sens., 2025)

Focus Entirety and Perceive Environment for Arbitrary-Shaped Text Detection. - Xu Han; Junyu Gao 001; Chuang Yang 003; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Multim., 2025)

Spotlight Text Detector: Spotlight on Candidate Regions Like a Camera. - Xu Han; Junyu Gao 001; Chuang Yang 003; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Multim., 2025)

FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation. - Bingyu Li; Da Zhang 010; Zhiyuan Zhao 005; Junyu Gao 001; Xuelong Li 001 (CoRR, 2025)

Real-Time Text Detection With Similar Mask in Traffic, Industrial, and Natural Scenes. - Xu Han; Junyu Gao 001; Chuang Yang 003; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Intell. Transp. Syst., 2025)

A Benchmark for Multi-Lingual Vision-Language Learning in Remote Sensing Image Captioning. - Qing Zhou; Tao Yang; Junyu Gao 001; Weiping Ni; Junzheng Wu; Qi Wang 009 (CoRR, 2025)

From Captions to Rewards (CAREVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models. - Muzhi Dai; Jiashuo Sun; Zhiyuan Zhao 005; Shixuan Liu; Rui Li; Junyu Gao 001; Xuelong Li 001 (CoRR, 2025)

Imbalanced Aircraft Data Anomaly Detection. - Junyu Gao 001; Hao Yang 046; Da Zhang 010; Yuan Yuan 001; Xuelong Li 001 (IEEE Trans. Aerosp. Electron. Syst., 2025)

Imbalanced Flight Test Sensor Temporal Data Anomaly Detection. - Da Zhang 010; Hao Yang 046; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Aerosp. Electron. Syst., 2025)

Secure Tug-of-War (SecTOW): Iterative Defense-Attack Training with Reinforcement Learning for Multimodal Model Security. - Muzhi Dai; Shixuan Liu; Zhiyuan Zhao 005; Junyu Gao 001; Hao Sun; Xuelong Li 001 (CoRR, 2025)

SVGen: Interpretable Vector Graphics Generation with Large Language Models. - Feiyu Wang; Zhiyuan Zhao 005; Yuandong Liu; Da Zhang 010; Junyu Gao 001; Hao Sun; Xuelong Li 001 (CoRR, 2025)

Fully PolSAR image reconstruction for enhanced land cover mapping. - Xu Sun; Junyu Gao 001; Yuan Yuan 001 (Pattern Recognit., 2026)