Constructing Hierarchical Spatiotemporal Information for Action Recognition. - Guangle Yao; Jiandan Zhong; Tao Lei; Xianyuan Liu (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2018)

PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python. - Haiping Lu; Xianyuan Liu; Robert Turner; Peizhen Bai; Raivo E. Koot; Shuo Zhou; Mustafa Chasmai; Lawrence Schobs (CoRR, 2021)

Channel-Temporal Attention for First-Person Video Domain Adaptation. - Xianyuan Liu; Shuo Zhou; Tao Lei; Haiping Lu (CoRR, 2021)

PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python. - Haiping Lu; Xianyuan Liu; Shuo Zhou; Robert Turner; Peizhen Bai; Raivo E. Koot; Mustafa Chasmai; Lawrence Schobs; Hao Xu (CIKM, 2022)

Geometry-aware Line Graph Transformer Pre-training for Molecular Property Prediction. - Peizhen Bai; Xianyuan Liu; Haiping Lu (CoRR, 2023)

Single-Frame Infrared Small Target Detection by High Local Variance, Low-Rank and Sparse Decomposition. - Yujia Liu; Xianyuan Liu; Xuying Hao; Wei Tang; Sanxing Zhang; Tao Lei (IEEE Trans. Geosci. Remote. Sens., 2023)

Text Semantic Fusion Relation Graph Reasoning for Few-Shot Object Detection on Remote Sensing Images. - Sanxing Zhang; Fei Song; Xianyuan Liu; Xuying Hao; Yujia Liu; Tao Lei; Ping Jiang (Remote. Sens., 2023)

Infrared Small-Target Detection Based on Background-Suppression Proximal Gradient and GPU Acceleration. - Xuying Hao; Xianyuan Liu; Yujia Liu; Yi Cui 007; Tao Lei (Remote. Sens., 2023)

First-Person Video Domain Adaptation With Multi-Scene Cross-Site Datasets and Attention-Based Methods. - Xianyuan Liu; Shuo Zhou; Tao Lei; Ping Jiang; Zhixiang Chen 003; Haiping Lu (IEEE Trans. Circuits Syst. Video Technol., 2023)

DVPE: Divided View Position Embedding for Multi-View 3D Object Detection. - Jiasen Wang; Zhenglin Li; Ke Sun; Xianyuan Liu; Yang Zhou (IJCAI, 2024)

Optimization calculation method of ultra-deep production logging velocity profile correction coefficient. - Huawei Wang; Lei Zhu; Xianyuan Liu; Zhizhen Liu; Wenyuan Zhou; Longmei Tian; Wenguang Song (IoTAAI, 2024)

Multimodal Variational Autoencoder for Low-Cost Cardiac Hemodynamics Instability Detection. - Mohammod Naimul Islam Suvon; Prasun C. Tripathi; Wenrui Fan; Shuo Zhou; Xianyuan Liu; Samer Alabed; Venet Osmani; Andrew J. Swift; Chen Chen 042; Haiping Lu (MICCAI (1), 2024)

MeDSLIP: Medical Dual-Stream Language-Image Pre-training for Fine-grained Alignment. - Wenrui Fan; Mohammod Naimul Islam Suvon; Shuo Zhou; Xianyuan Liu; Samer Alabed; Venet Osmani; Andrew J. Swift; Chen Chen 042; Haiping Lu (CoRR, 2024)

Mask prior-guided denoising diffusion improves inverse protein folding. - Peizhen Bai; Filip Miljkovic; Xianyuan Liu; Leonardo De Maria; Rebecca Croasdale-Wood; Owen J. L. Rackham; Haiping Lu (CoRR, 2024)

SOLO-Net: A Sparser but Wiser Method for Small Object Detection in Remote-Sensing Images. - Mengqi Lei; Xianyuan Liu (IEEE Geosci. Remote. Sens. Lett., 2024)

Infrared Small Target Detection via Multidirectional Local Gravitational Force and Level-Line Connectivity. - Xuying Hao; Xianyuan Liu; Yujia Liu; Yijuan Qiu; Yunjing Zhang; Yi Cui 007; Tao Lei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Classifying the Stoichiometry of Virus-like Particles with Interpretable Machine Learning. - Jiayang Zhang; Xianyuan Liu; Wei Wu; Sina Tabakhi; Wenrui Fan; Shuo Zhou; Kang Lan Tee; Tuck Seng Wong; Haiping Lu (CoRR, 2025)

Co-evolution-based Metal-binding Residue Prediction with Graph Neural Networks. - Sayedmohammadreza Rastegari; Sina Tabakhi; Xianyuan Liu; Wei Sang; Haiping Lu (CoRR, 2025)

Towards deployment-centric multimodal AI beyond vision and language. - Xianyuan Liu; Jiayang Zhang; Shuo Zhou; Thijs L. van der Plas; Avish Vijayaraghavan; Anastasiia Grishina; Mengdie Zhuang; Daniel Schofield; Christopher Tomlinson; Yuhan Wang; Ruizhe Li; Louisa van Zeeland; et al. (CoRR, 2025)

Interpretable Multimodal Learning for Tumor Protein-Metal Binding: Progress, Challenges, and Perspectives. - Xiaokun Liu; Sayedmohammadreza Rastegari; Yijun Huang; Sxe Chang Cheong; Weikang Liu; Wenjie Zhao; Qihao Tian; Hongming Wang; Shuo Zhou; Yingjie Guo; Sina Tabakhi; Xianyuan Liu; et al. (CoRR, 2025)