Num2vec: Pre-Training Numeric Representations for Time Series Forecasting in the Sensing System. - Jinxiao Fan; Pengfei Wang 009; Yu Fan; Liang Liu 001; Huadong Ma (ACM Trans. Sens. Networks, 2023)

LLMAir: Adaptive Reprogramming Large Language Model for Air Quality Prediction. - Jinxiao Fan; Haolin Chu; Liang Liu 001; Huadong Ma (ICPADS, 2024)

Diffusion-driven Incomplete Multimodal Learning for Air Quality Prediction. - Jinxiao Fan; Mengshi Qi; Liang Liu 001; Huadong Ma (ACM Trans. Internet Things, 2025)

Self-Optimizing Teacher and Auto-Matching Student Framework for Change-Point Representation Learning in Time Series Forecasting. - Jinxiao Fan; Pengfei Wang 009; Liang Liu 001; Huadong Ma (ACM Trans. Intell. Syst. Technol., 2025)