A Novel Method of Citation Sequence Labeling Based on Conditional Random Fields. - Junxian Zhou; Derong Shen; Tiezheng Nie; Yue Kou; Ge Yu 001 (IEEE WISA, 2013)

A Unified One-Step Solution for Aspect Sentiment Quad Prediction. - Junxian Zhou; Haiqin Yang; Yuxuan He; Hao Mou; Junbo Yang (ACL (Findings), 2023)

An Empirical Study of Benchmarking Chinese Aspect Sentiment Quad Prediction. - Junxian Zhou; Haiqin Yang; Junpeng Ye; Yuxuan He; Hao Mou (CoRR, 2023)

Visual Weld Seam Tracking Through Feature-Fused Kernelized Correlation Filters and Generative Adversarial Networks. - Yongsheng Dong; Haotian Zhou; Junxian Zhou; Huasong Min (ICIRA (8), 2024)

Automated Non-invasive Analysis of Motile Sperms Using Cross-scale Guidance Network. - Wei Dai; Zixuan Wu; Jiaqi Wang; Rui Liu 033; Min Wang 032; Tianyi Wu; Junxian Zhou; Zhuoran Zhang 001; Jun Liu 007 (ICRA, 2024)

Fourier Graph Convolution Transformer for Financial Multivariate Time Series Forecasting. - Junxian Zhou; Shoujin Wang; Yuming Ou (IJCNN, 2024)

Sosegformer: A Cross-Scale Feature Correlated Network For Small Medical Object Segmentation. - Wei Dai; Zixuan Wu; Rui Liu 033; Junxian Zhou; Min Wang 032; Tianyi Wu; Jun Liu 007 (ISBI, 2024)

Weakly Augmented Variational Autoencoder in Time Series Anomaly Detection. - Zhangkai Wu; Longbing Cao; Qi Zhang 020; Junxian Zhou; Hui Chen 026 (CoRR, 2024)

SvANet: A Scale-variant Attention-based Network for Small Medical Object Segmentation. - Wei Dai; Rui Liu 033; Zixuan Wu; Tianyi Wu; Min Wang 032; Junxian Zhou; Yixuan Yuan; Jun Liu 007 (CoRR, 2024)

High-resolution cross-scale transformer: A deep learning model for bolt loosening detection based on monocular vision measurement. - Tianyi Wu; Ke Shang; Wei Dai; Min Wang 032; Rui Liu 033; Junxian Zhou; Jun Liu 007 (Eng. Appl. Artif. Intell., 2024)

Deep Learning-Based Microscopic Cell Detection Using Inverse Distance Transform and Auxiliary Counting. - Rui Liu 033; Wei Dai; Cong Wu; Tianyi Wu; Min Wang 032; Junxian Zhou; Xiaozhen Zhang; Wen Jung Li; Jun Liu 007 (IEEE J. Biomed. Health Informatics, 2024)

Automated Non-Invasive Analysis of Motile Sperms Using Sperm Feature-Correlated Network. - Wei Dai; Zixuan Wu; Rui Liu 033; Tianyi Wu; Min Wang 032; Junxian Zhou; Zhuoran Zhang 001; Jun Liu 007 (IEEE Trans Autom. Sci. Eng., 2025)

WAVAE: A Weakly Augmented Variational Autoencoder for Time Series Anomaly Detection. - Zhangkai Wu; Qi Zhang; Junxian Zhou; Hui Chen; Yanfang Liu (Inf. Fusion, 2026)