3 papers
cs.LG2026
Adaptive Oscillatory-State Alignment for Time Series Forecasting
Zhangyao Song, Chaofeng Qu, Chao Zha +3
Long-term time series forecasting benefits from inductive biases that expose recurring temporal structure. Existing periodic forecasting methods typically model recurrence through…
eess.SP2026
ChannelKAN: Multi-Scale Dual-Domain Channel Prediction via Hybrid CNN-KAN Architecture
Nanqing Jiang, Zhangyao Song, Tao Guo +2
Accurate channel state information (CSI) prediction is essential for improving the reliability and spectral efficiency of massive MIMO-OFDM systems in high-mobility scenarios. Exis…
cs.IT2025
-leakage Interpretation of Rényi Capacity
Ni Ding, Farhad Farokhi, Tao Guo +2
For , this paper shows that the Sibson mutual information is an -leakage averaged over the adversary's -mean relative informatio…