Kun Zhou

TimeBraid: Unifying Time Series and Language for Understanding and Forecasting

We present TimeBraid, a series of unified time-series and language models that align pretrained language models and pretrained time-series foundation models through interleaved global residual attention layers. Each model inherits knowledge, instruction following, and reasoning from one side, continuous-signal percepti...