Dynamic graph construction via motif detection for stock prediction. - Xiang Ma; Xuemei Li 001; Wenzhi Feng; Lexin Fang; Caiming Zhang 001 (Inf. Process. Manag., 2023)

U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting. - Xiang Ma; Xuemei Li 001; Lexin Fang; Tianlong Zhao; Caiming Zhang 001 (AAAI, 2024)

Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching. - Xiang Ma; Xuemei Li 001; Lexin Fang; Caiming Zhang 001 (ACM Multimedia, 2024)

Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching. - Xiang Ma; Xuemei Li; Lexin Fang; Caiming Zhang 001 (CoRR, 2024)

MWDINet: A multilevel wavelet decomposition interaction network for stock price prediction. - Dechun Wen; Tianlong Zhao; Lexin Fang; Caiming Zhang 001; Xuemei Li 001 (Expert Syst. Appl., 2024)

Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation. - Lexin Fang; Yunyang Xu; Xiang Ma; Xuemei Li; Caiming Zhang 001 (CVPR, 2025)

Evaluating large language models for information extraction from gastroscopy and colonoscopy reports through multi-strategy prompting. - Zhengqiu Yu; Lexin Fang; Yueping Ding; Yan Shen; Lei Xu; Yaozheng Cai; Xiangrong Liu (J. Biomed. Informatics, 2025)

Driven by textual knowledge: A Text-View Enhanced Knowledge Transfer Network for lung infection region segmentation. - Lexin Fang; Xuemei Li 001; Yunyang Xu; Fan Zhang 045; Caiming Zhang 001 (Medical Image Anal., 2025)

TD-HCN: A trend-driven hypergraph convolutional network for stock return prediction. - Lexin Fang; Tianlong Zhao; Junlei Yu; Qiang Guo 003; Xuemei Li 001; Caiming Zhang 001 (Neural Networks, 2025)

TFformer: A time-frequency domain bidirectional sequence-level attention based transformer for interpretable long-term sequence forecasting. - Tianlong Zhao; Lexin Fang; Xiang Ma; Xue-mei Li 001; Caiming Zhang 001 (Pattern Recognit., 2025)

Multivariate Time Series Forecasting Using Multiscale Recurrent Networks With Scale Attention and Cross-Scale Guidance. - Qiang Guo 003; Lexin Fang; Ren Wang 011; Caiming Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)