Scan-IT: Domain segmentation of spatial transcriptomics images by graph neural network. - Zixuan Cang; Xinyi Ning; Annika Nie; Min Xu; Jing Zhang (BMVC, 2021)

CENTIME: A Direct Comprehensive Traffic Features Extraction for Encrypted Traffic Classification. - Maonan Wang; Kangfeng Zheng; Xinyi Ning; Yanqing Yang; Xiujuan Wang (ICCCS, 2021)

Topic-to-Text Generation with PMI-IR Additional Semantic Information. - Xinyi Ning (IALP, 2021)

Multi-Objective Multi-Agent Reinforcement Learning for Energy-Aimed Train Scheduling for Urban Rail Transit Network. - Xinyi Ning; Wei Dong; Yindong Ji; Xinya Sun (INDIN, 2024)

STRAP: Spatial-Temporal Risk-Attentive Vehicle Trajectory Prediction for Autonomous Driving. - Xinyi Ning; Zilin Bian; Dachuan Zuo; Semiha Ergan (CoRR, 2025)