Junzhou Chen

56 papers A* 2B 1Misc 1Journal 45Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey of large language models for data challenges in graphs.
Expert Syst. Appl.
Mengran Li, Pengyu Zhang, Wenbin Xing, Yijia Zheng, Klim Zaporojets, Junzhou Chen, Ronghui Zhang, Yong Zhang, Siyuan Gong, Jia Hu, Xiaolei Ma, Zhiyuan Liu, Paul Groth, Marcel Worring
2026 J jnl
DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification.
IEEE Trans. Intell. Transp. Syst.
Junzhou Chen, Zirui Zhang, Jing Yu, Heqiang Huang, Ronghui Zhang, Xuemiao Xu, Bin Sheng, Hong Yan
2026 A* conf
Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling.
AAAI
Mengran Li, Zelin Zang, Wenbin Xing, Junzhou Chen, Ronghui Zhang, Jiebo Luo, Stan Z. Li
2025 J jnl
A Robust Real-Time Lane Detection Method with Fog-Enhanced Feature Fusion for Foggy Conditions.
CoRR
Ronghui Zhang, Yuhang Ma, Tengfei Li, Ziyu Lin, Yueying Wu, Junzhou Chen, Lin Zhang, Jia Hu, Tony Z. Qiu, Konghui Guo
2025 J jnl
ABCDWaveNet: Advancing Robust Road Ponding Detection in Fog through Dynamic Frequency-Spatial Synergy.
CoRR
Ronghui Zhang, Dakang Lyu, Tengfei Li, Yunfan Wu, Ujjal Manandhar, Benfei Wang, Junzhou Chen, Bolin Gao, Danwei Wang, Yiqiu Tan
2025 J jnl
AGSENet: A Robust Road Ponding Detection Method for Proactive Traffic Safety.
IEEE Trans. Intell. Transp. Syst.
Ronghui Zhang, Shangyu Yang, Dakang Lyu, Zihan Wang, Junzhou Chen, Yilong Ren, Bolin Gao, Zhihan Lv
2025 J jnl
Appformer: A novel framework for mobile app usage prediction leveraging progressive multi-modal data fusion and feature extraction.
Expert Syst. Appl.
Chuike Sun, Junzhou Chen, Yue Zhao, Hao Han, Ruihai Jing, Guang Tan, Di Wu
2025 J jnl
AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs.
CoRR
Mengran Li, Chaojun Ding, Junzhou Chen, Wenbin Xing, Cong Ye, Ronghui Zhang, Songlin Zhuang, Jia Hu, Tony Z. Qiu, Huijun Gao
2025 J jnl
BA-Net: Bridge attention in deep neural networks.
Expert Syst. Appl.
Ronghui Zhang, Runzong Zou, Yue Zhao, Zirui Zhang, Junzhou Chen, Yue Cao, Chuan Hu, Houbing Song
2025 — conf
DMPNet: Robust Real-Time Intraoperative Parathyroid Identification via Novel Dual-Modality Fusion Framework of White-Light and Spectral Imaging.
CACML
Xuan Wen, Peiliang Lin, Jianming Fan, Jialei Chen, Faya Liang, Yuexin Cai, Xiaoming Huang, Junzhou Chen
2025 J jnl
GrabDAE: An Innovative Framework for Unsupervised Domain Adaptation Utilizing Grab-Mask and Denoise Auto-Encoder.
IEEE Trans. Multim.
Junzhou Chen, Xuan Wen, Ronghui Zhang, Bingtao Ren, Di Wu, Zhigang Xu, Danwei Wang
2025 J jnl
Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling.
CoRR
Mengran Li, Zelin Zang, Wenbin Xing, Junzhou Chen, Ronghui Zhang, Jiebo Luo, Stan Z. Li
2025 J jnl
MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling.
CoRR
Ronghui Zhang, Wenbin Xing, Mengran Li, Zihan Wang, Junzhou Chen, Xiaolei Ma, Zhiyuan Liu, Zhengbing He
2025 J jnl
MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling.
IEEE Trans. Intell. Transp. Syst.
Ronghui Zhang, Wenbin Xing, Mengran Li, Zihan Wang, Junzhou Chen, Xiaolei Ma, Zhiyuan Liu, Zhengbing He
2025 J jnl
Real-Time Smoke Detection With Split Top-K Transformer and Adaptive Dark Channel Prior in Foggy Environments.
IEEE Internet Things J.
Jiongze Yu, Heqiang Huang, Yuhang Ma, Yueying Wu, Junzhou Chen, Ronghui Zhang, Xuemiao Xu, Zhihan Lv, Guodong Yin
2025 J jnl
TAS-TsC: A data-driven framework for Estimating Time of Arrival using Temporal-Attribute-Spatial Tri-space Coordination of truck trajectories.
Appl. Soft Comput.
Mengran Li, Junzhou Chen, Guanying Jiang, Fuliang Li, Ronghui Zhang, Siyuan Gong, Zhihan Lv
2025 J jnl
TDG-Mamba: Advanced Spatiotemporal Embedding for Temporal Dynamic Graph Learning via Bidirectional Information Propagation.
IEEE Trans. Comput. Soc. Syst.
Mengran Li, Junzhou Chen, Bo Li, Yong Zhang, Ronghui Zhang, Siyuan Gong, Xiaolei Ma, Zhihong Tian
2025 J jnl
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things.
CoRR
Mengran Li, Junzhou Chen, Chenyun Yu, Guanying Jiang, Ronghui Zhang, Yanming Shen, Houbing Herbert Song
2025 J jnl
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things.
IEEE Internet Things J.
Mengran Li, Junzhou Chen, Chenyun Yu, Guanying Jiang, Ronghui Zhang, Yanming Shen, Houbing Herbert Song
2025 J jnl
Using Large Language Models to Tackle Fundamental Challenges in Graph Learning: A Comprehensive Survey.
CoRR
Mengran Li, Pengyu Zhang, Wenbin Xing, Yijia Zheng, Klim Zaporojets, Junzhou Chen, Ronghui Zhang, Yong Zhang, Siyuan Gong, Jia Hu, Xiaolei Ma, Zhiyuan Liu, Paul Groth, Marcel Worring
2025 J jnl
WTEFNet: Real-Time Low-Light Object Detection for Advanced Driver Assistance Systems.
CoRR
Hao Wu, Junzhou Chen, Ronghui Zhang, Nengchao Lyu, Hongyu Hu, Yanyong Guo, Tony Z. Qiu
2025 J jnl
YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multi-Branch Feature Interaction.
CoRR
Ziyu Lin, Yunfan Wu, Yuhang Ma, Junzhou Chen, Ronghui Zhang, Jiaming Wu, Guodong Yin, Liang Lin
2025 J jnl
YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multibranch Feature Interaction.
IEEE Trans. Instrum. Meas.
Ziyu Lin, Yunfan Wu, Yuhang Ma, Junzhou Chen, Ronghui Zhang, Jiaming Wu, Guodong Yin, Liang Lin
2025 J jnl
YOLO-TS: Real-Time Traffic Sign Detection With Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion.
IEEE Trans. Intell. Transp. Syst.
Junzhou Chen, Heqiang Huang, Ronghui Zhang, Nengchao Lyu, Yanyong Guo, Hong-Ning Dai, Hong Yan
2024 — conf
A Hybrid Approach for Efficient Traffic Sign Detection Using Yolov8 And SAM.
CACML
Kai Zhang, Junzhou Chen, Ronghui Zhang, Chuan Hu
2024 J jnl
A Prior Guided Wavelet-Spatial Dual Attention Transformer Framework for Heavy Rain Image Restoration.
IEEE Trans. Multim.
Ronghui Zhang, Jiongze Yu, Junzhou Chen, Guofa Li, Liang Lin, Danwei Wang
2024 J jnl
A robust and real-time lane detection method in low-light scenarios to advanced driver assistance systems.
Expert Syst. Appl.
Ronghui Zhang, Jingtao Peng, Wanting Gou, Yuhang Ma, Junzhou Chen, Hongyu Hu, Weihua Li, Guodong Yin, ZhiWu Li
2024 J jnl
AGSENet: A Robust Road Ponding Detection Method for Proactive Traffic Safety.
CoRR
Ronghui Zhang, Shangyu Yang, Dakang Lyu, Zihan Wang, Junzhou Chen, Yilong Ren, Bolin Gao, Zhihan Lv
2024 J jnl
Appformer: A Novel Framework for Mobile App Usage Prediction Leveraging Progressive Multi-Modal Data Fusion and Feature Extraction.
CoRR
Chuike Sun, Junzhou Chen, Yue Zhao, Hao Han, Ruihai Jing, Guang Tan, Di Wu
2024 J jnl
BA-Net: Bridge Attention in Deep Neural Networks.
CoRR
Ronghui Zhang, Runzong Zou, Yue Zhao, Zirui Zhang, Junzhou Chen, Yue Cao, Chuan Hu, Houbing Song
2024 J jnl
DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification.
CoRR
Junzhou Chen, Zirui Zhang, Jing Yu, Heqiang Huang, Ronghui Zhang, Xuemiao Xu, Bin Sheng, Hong Yan
2024 J jnl
GrabDAE: An Innovative Framework for Unsupervised Domain Adaptation Utilizing Grab-Mask and Denoise Auto-Encoder.
CoRR
Junzhou Chen, Xuan Wen, Ronghui Zhang, Bingtao Ren, Di Wu, Zhigang Xu, Danwei Wang
2024 — conf
Rnbformer: A High-Performance Roadside Noise Barriers Recognition Algorithm.
CACML
Zirui Zhang, Jiaheng Wu, Heqiang Huang, Junzhou Chen, Hongyu Hu, Ronghui Zhang
2024 J jnl
TA-NET: Empowering Highly Efficient Traffic Anomaly Detection Through Multi-Head Local Self-Attention and Adaptive Hierarchical Feature Reconstruction.
IEEE Trans. Intell. Transp. Syst.
Junzhou Chen, Jiajun Pu, Baiqiao Yin, Ronghui Zhang, Jun Jie Wu
2024 J jnl
TAS-TsC: A Data-Driven Framework for Estimating Time of Arrival Using Temporal-Attribute-Spatial Tri-space Coordination of Truck Trajectories.
CoRR
Mengran Li, Junzhou Chen, Guanying Jiang, Fuliang Li, Ronghui Zhang, Siyuan Gong, Zhihan Lv
2024 J jnl
YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion.
CoRR
Junzhou Chen, Heqiang Huang, Ronghui Zhang, Nengchao Lyu, Yanyong Guo, Hong-Ning Dai, Hong Yan
2023 J jnl
Refined Crack Detection via LECSFormer for Autonomous Road Inspection Vehicles.
IEEE Trans. Intell. Veh.
Junzhou Chen, Nan Zhao, Ronghui Zhang, Long Chen, Kai Huang, Zhijun Tony Qiu
2022 J jnl
A real-time and high-precision method for small traffic-signs recognition.
Neural Comput. Appl.
Junzhou Chen, Kunkun Jia, Wenquan Chen, Zhihan Lv, Ronghui Zhang
2022 — conf
BA-Net: Bridge Attention for Deep Convolutional Neural Networks.
ECCV (21)
Yue Zhao, Junzhou Chen, Zirui Zhang, Ronghui Zhang
2021 J jnl
BA-Net: Bridge Attention for Deep Convolutional Neural Networks.
CoRR
Yue Zhao, Junzhou Chen, Zirui Zhang, Ronghui Zhang
2021 J jnl
Face recognition based on adaptive margin and diversity regularization constraints.
IET Image Process.
Zhemin Zhang, Xun Gong, Junzhou Chen
2020 J jnl
Learning Traffic as Images for Incident Detection Using Convolutional Neural Networks.
IEEE Access
Xiaozhou Liu, Hengxing Cai, Renxin Zhong, Weili Sun, Junzhou Chen
2020 J jnl
Point clouds learning with attention-based graph convolution networks.
Neurocomputing
Zhuyang Xie, Junzhou Chen, Bo Peng
2019 J jnl
Improving Image Classification Accuracy With ELM and CSIFT.
Comput. Sci. Eng.
Qing Li, Qiang Peng, Junzhou Chen, Chuan Yan
2019 Misc conf
Point Clouds Learning Using Directed Connected Graph.
ISKE
Zhuyang Xie, Bo Peng, Junzhou Chen
2019 J jnl
Point Clouds Learning with Attention-based Graph Convolution Networks.
CoRR
Zhuyang Xie, Junzhou Chen, Bo Peng
2016 J jnl
Automatic Hookworm Detection in Wireless Capsule Endoscopy Images.
IEEE Trans. Medical Imaging
Xiao Wu, Honghan Chen, Tao Gan, Junzhou Chen, Chong-Wah Ngo, Qiang Peng
2015 J jnl
CSIFT based locality-constrained linear coding for image classification.
Pattern Anal. Appl.
Junzhou Chen, Qing Li, Qiang Peng, Kin Hong Wong
2014 — conf
Application of Localized Soft-Assignment Coding and CSIFT in Image Classification.
ICIMCS
Qing Li, Junzhou Chen, Qiang Peng, Xiao Wu
2013 J jnl
CSIFT Based Locality-constrained Linear Coding for Image Classification.
CoRR
Junzhou Chen, Qing Li, Qiang Peng, Kin Hong Wong
2013 J jnl
Calibration of an Articulated Camera System with Scale Factor Estimation.
CoRR
Junzhou Chen, Kin Hong Wong
2009 J jnl
Controlling Virtual Cameras Based on a Robust Model-Free Pose Acquisition Technique.
IEEE Trans. Multim.
Ying Kin Yu, Kin-hong Wong, Siu-Hang Or, Junzhou Chen
2008 A* conf
Calibration of an Articulated Camera System.
CVPR
Junzhou Chen, Kin Hong Wong
2008 — —
Calibration of multiple camera systems.
Junzhou Chen
2008 B conf
EKF pose estimation: How many filters and cameras to use?
ICIP
Mohammad Ehab Ragab, Kin-hong Wong, Junzhou Chen, Michael Ming Yuen Chang
2007 — conf
EKF Based Pose Estimation using Two Back-to-Back Stereo Pairs.
ICIP (6)
Mohammad Ehab Ragab, Kin-hong Wong, Junzhou Chen, Michael Ming Yuen Chang