Let be the Fourier coefficients of a Hecke holomorphic or Hecke–Maass cusp form on , and be any multiplicative function that satisfies two mild hypotheses. We establish a non-trivial upper bound for the correlation $\sum_{n \leq X}f(n)\lambda_{\phi}(n+h)0<|h|\ll X$. As applications, we consider some special cases, including $\lambda_{\pi}(n), ,\mu(n)\lambda_{\pi}(n)\lambda_{\pi}(n)n_mLL(s,\pi)$ for an automorphic irreducible cuspidal representation , and denotes the M"obius function. In particular, some savings are achieved for shifted convolution problems on ${\rm GL}_m\times {\rm GL}_2, (m\geq 4)$ and Hypothesis C for the first time.

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