A Lightweight and Confidential Communication Scheme for On-Vehicle ECUs. - Xiaoya Hu; Guojun Huang; Yuqiao Ning; Licheng Wang; Jingwen Suo; Kaoru Ota; Juyuan Zhang (IEEE Netw., 2024)

Learning Novel Transformer Architecture for Time-series Forecasting. - Juyuan Zhang; Wei Zhu; Jiechao Gao (CoRR, 2025)

Adapting Large Language Models for Time Series Modeling via a Novel Parameter-efficient Adaptation Method. - Juyuan Zhang; Wei Zhu; Jiechao Gao (CoRR, 2025)

AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models. - Yuhao Zheng; Chenghua Gong; Rui Sun; Juyuan Zhang; Liming Pan; Linyuan Lv (CoRR, 2025)

EpiLLM: Unlocking the Potential of Large Language Models in Epidemic Forecasting. - Chenghua Gong; Rui Sun; Yuhao Zheng; Juyuan Zhang; Tianjun Gu; Liming Pan; Linyuan Lv (CoRR, 2025)