Junxiang Chen

46 papers A* 6A 7B 1Journal 30Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A dual of evaluation and dynamic search mechanism for feature optimization in EEG motor imagery decoding.
Biomed. Signal Process. Control.
Rongrong Fu, Yang Liu, Bin Lu, Guilin Wen, Junxiang Chen, Chengcheng Hua
2026 J jnl
Causality-Driven Convolutional Manifold Attention Network for Electroencephalogram Signal Decoding.
IEEE Trans. Pattern Anal. Mach. Intell.
Bin Lu, Junxiang Chen, Fuwang Wang, Guilin Wen, Rongrong Fu, Changchun Hua
2026 J jnl
Modelling and motion control of hydraulic manipulator based on deep learning and reinforcement learning.
Neurocomputing
Kelong Xu, Chao Ai, Gexin Chen, Junxiang Chen, Xiangdong Kong
2026 J jnl
PID Control of Hydraulic Robotic Arm Based on Reinforcement Learning.
IEEE Trans. Ind. Electron.
Junxiang Chen, Chao Ai, Xiangdong Kong
2025 J jnl
A convolutional transformer network with adaptation learning modules for enhancing motor imagery classification.
Expert Syst. Appl.
Rongrong Fu, Linmeng Shen, Bin Lu, Mengpu Cai, Guilin Wen, Junxiang Chen, Chengcheng Hua
2025 J jnl
Dynamic Hierarchical Convolutional Attention Network for Recognizing Motor Imagery Intention.
IEEE Trans. Cybern.
Bin Lu, Fuwang Wang, Junxiang Chen, Guilin Wen, Changchun Hua, Rongrong Fu
2025 J jnl
Expertized Caption Auto-Enhancement for Video-Text Retrieval.
CoRR
Junxiang Chen, Baoyao Yang, Wenbin Yao
2025 J jnl
Improving two-dimensional linear discriminant analysis with L1 norm for optimizing EEG signal.
Inf. Sci.
Bin Lu, Fuwang Wang, Junxiang Chen, Guilin Wen, Rongrong Fu
2025 J jnl
Pre-movement pattern decoding from motor evoked potentials for reducing interaction delay.
Biomed. Signal Process. Control.
Rongrong Fu, Fangyao Xu, Haifeng Liang, Yang Liu, Shiwei Wang, Yaodong Wang, Junxiang Chen
2025 J jnl
Trajectory Planning and High-Precision Motion Control of Excavators Based on Independent Metering Hydraulic Configuration.
IEEE Trans. Syst. Man Cybern. Syst.
Junxiang Chen, Yujie Guo, Xiangdong Kong, Kelong Xu, Chao Ai
2025 A conf
Unifying Spatio-Temporal Contexts for Advanced Text-Video Retrieval.
ICME
Yanhao Huang, Baoyao Yang, Junxiang Chen, Wenbin Yao, Dixin Chen
2025 A conf
Unlocking the Potential of mLLMs: Enhancing Video-Text Retrieval Through Caption Supplementation and Conical Embedding Optimization.
ECAI
Baoyao Yang, Junxiang Chen, Wenbin Yao
2025 J jnl
VideoMind: An Omni-Modal Video Dataset with Intent Grounding for Deep-Cognitive Video Understanding.
CoRR
Baoyao Yang, Wanyun Li, Dixin Chen, Junxiang Chen, Wenbin Yao, Haifeng Lin
2024 J jnl
DrasCLR: A self-supervised framework of learning disease-related and anatomy-specific representation for 3D lung CT images.
Medical Image Anal.
Ke Yu, Li Sun, Junxiang Chen, Maxwell Reynolds, Tigmanshu Chaudhary, Kayhan Batmanghelich
2024 J jnl
EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image.
Inf. Sci.
Mengpu Cai, Junxiang Chen, Chengcheng Hua, Guilin Wen, Rongrong Fu
2024 J jnl
Improvement of motor imagery electroencephalogram decoding by iterative weighted Sparse-Group Lasso.
Expert Syst. Appl.
Bin Lu, Fuwang Wang, Shiwei Wang, Junxiang Chen, Guilin Wen, Rongrong Fu
2024 J jnl
Manifold attention-enhanced multi-domain convolutional network for decoding motor imagery intention.
Knowl. Based Syst.
Bin Lu, Xiaodong Huang, Junxiang Chen, Rongrong Fu, Guilin Wen
2024 J jnl
Research on High-Precision Control of Hydraulic Excavator Based on Optimal Trajectory Planning.
IEEE Access
Junxiang Chen, Kelong Xu, Xiangdong Kong, Yujie Guo, Chao Ai
2024 J jnl
Two-mobile anchor node-based localization in wireless sensor networks.
J. Ambient Intell. Humaniz. Comput.
Weiwei Hu, Junxiang Chen, Shenying Yang
2023 J jnl
Automatic Representative Frame Selection and Intrathoracic Lymph Node Diagnosis With Endobronchial Ultrasound Elastography Videos.
IEEE J. Biomed. Health Informatics
Mingxing Xu, Junxiang Chen, Jin Li, Xinxin Zhi, Wenrui Dai, Jiayuan Sun, Hongkai Xiong
2023 J jnl
DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images.
CoRR
Ke Yu, Li Sun, Junxiang Chen, Maxwell Reynolds, Tigmanshu Chaudhary, Kayhan Batmanghelich
2023 — conf
Text Readability of Smartphone in Dark Mode: Effects of Font Type, Font Weight and Color.
HCI (32)
Junxiang Chen, Pengyu Zhu, Jing Yun, Baixuan Tian, Yalan Yang, Na Liu
2023 J jnl
Transforming Complex Problems Into K-Means Solutions.
IEEE Trans. Pattern Anal. Mach. Intell.
Hongfu Liu, Junxiang Chen, Jennifer G. Dy, Yun Fu
2022 J jnl
Hierarchical Amortized GAN for 3D High Resolution Medical Image Synthesis.
IEEE J. Biomed. Health Informatics
Li Sun, Junxiang Chen, Yanwu Xu, Mingming Gong, Ke Yu, Kayhan Batmanghelich
2022 B conf
Web table data integration based on smart campus scenarios to resolve name disambiguation of scientific research personnel.
COMPSAC
Junfan Jin, Junxiang Chen, Jilin Zhang, Tao Li, Ruixiang Qian, Feng Liu, Li Zhou, Yongjian Ren
2021 — conf
Extracting Disease-Relevant Features with Adversarial Regularization.
BIBM
Junxiang Chen, Li Sun, Ke Yu, Kayhan Batmanghelich
2021 J jnl
Recognizing single-trial motor imagery EEG based on interpretable clustering method.
Biomed. Signal Process. Control.
Rongrong Fu, Weishuai Li, Junxiang Chen, Mengmeng Han
2020 A* conf
Explanation by Progressive Exaggeration.
ICLR
Sumedha Singla, Brian Pollack, Junxiang Chen, Kayhan Batmanghelich
2020 A* conf
Generative-Discriminative Complementary Learning.
AAAI
Yanwu Xu, Mingming Gong, Junxiang Chen, Tongliang Liu, Kun Zhang, Kayhan Batmanghelich
2020 J jnl
Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN.
CoRR
Li Sun, Junxiang Chen, Yanwu Xu, Mingming Gong, Ke Yu, Kayhan Batmanghelich
2020 J jnl
Machine learning on Big Data from Twitter to understand public reactions to COVID-19.
CoRR
Jia Xue, Junxiang Chen, Chen Chen, ChengDa Zheng, Tingshao Zhu
2020 J jnl
Twitter discussions and concerns about COVID-19 pandemic: Twitter data analysis using a machine learning approach.
CoRR
Jia Xue, Junxiang Chen, Ran Hu, Chen Chen, ChengDa Zheng, Tingshao Zhu
2020 A* conf
Weakly Supervised Disentanglement by Pairwise Similarities.
AAAI
Junxiang Chen, Kayhan Batmanghelich
2019 J jnl
Explanation by Progressive Exaggeration.
CoRR
Sumedha Singla, Brian Pollack, Junxiang Chen, Kayhan Batmanghelich
2019 J jnl
Generative-Discriminative Complementary Learning.
CoRR
Yanwu Xu, Mingming Gong, Junxiang Chen, Tongliang Liu, Kun Zhang, Kayhan Batmanghelich
2019 A* conf
Nonparametric Mixture of Sparse Regressions on Spatio-Temporal Data - An Application to Climate Prediction.
KDD
Yumin Liu, Junxiang Chen, Auroop R. Ganguly, Jennifer G. Dy
2019 J jnl
Robust Ordinal VAE: Employing Noisy Pairwise Comparisons for Disentanglement.
CoRR
Junxiang Chen, Kayhan Batmanghelich
2019 J jnl
Weakly Supervised Disentanglement by Pairwise Similarities.
CoRR
Junxiang Chen, Kayhan Batmanghelich
2018 A conf
Crowdclustering with Partition Labels.
AISTATS
Junxiang Chen, Yale Chang, Peter J. Castaldi, Michael H. Cho, Brian D. Hobbs, Jennifer G. Dy
2017 J jnl
A Bayesian Nonparametric Model for Disease Subtyping: Application to Emphysema Phenotypes.
IEEE Trans. Medical Imaging
James C. Ross, Peter J. Castaldi, Michael H. Cho, Junxiang Chen, Yale Chang, Jennifer G. Dy, Edwin K. Silverman, George R. Washko, Raúl San José Estépar
2017 A conf
Clustering from Multiple Uncertain Experts.
AISTATS
Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy
2017 A conf
Clustering with Domain-Specific Usefulness Scores.
SDM
Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy
2017 A* conf
Multiple Clustering Views from Multiple Uncertain Experts.
ICML
Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy
2016 A conf
A Generative Block-Diagonal Model for Clustering.
UAI
Junxiang Chen, Jennifer G. Dy
2016 A* conf
Interpretable Clustering via Discriminative Rectangle Mixture Model.
ICDM
Junxiang Chen, Yale Chang, Brian D. Hobbs, Peter J. Castaldi, Michael H. Cho, Edwin K. Silverman, Jennifer G. Dy
2015 A conf
Clustering and Ranking in Heterogeneous Information Networks via Gamma-Poisson Model.
SDM
Junxiang Chen, Wei Dai, Yizhou Sun, Jennifer G. Dy