Before you ask what the automorphism groups of these groups are it's probably a good idea to figure out what these groups themselves are. This is not so bad:
$\mathbb{R}^{\times} \cong C_2 \oplus \mathbb{R}$. This comes from looking at the exponential map from $\mathbb{R}$: the $C_2$ factor is $\pm 1$.
$\mathbb{C}^{\times} \cong S^1 \oplus \mathbb{R}$. This comes from looking at the exponential map from $\mathbb{C}$.
$\mathbb{C}(t)^{\times} \cong S^1 \oplus \mathbb{R} \oplus \bigoplus_{\mathbb{C}} \mathbb{Z}$. This comes from looking at constant terms + unique factorization.
$\mathbb{Q}_p^{\times} \cong C_{p-1} \oplus \mathbb{Z}_p \oplus \mathbb{Z}$. The last term is powers of $p$, the first term is looking at constant terms, and the second term comes from the "exponential" map $n \mapsto (1 + p)^n$ from $\mathbb{Z}_p$.
All of these groups have the pleasant property that they split up as a direct sum of torsion and torsion-free parts (although that isn't necessarily the decomposition I wrote above). Whenever an abelian group $A \cong T \oplus F$ has this property, we can write its automorphism group in matrix form as
$$\text{Aut}(A) \cong \text{Aut}(T \oplus F) \cong \left[ \begin{array}{cc} \text{Aut}(T) & \text{Hom}(F, T) \\ 0 & \text{Aut}(F) \end{array} \right].$$
The point is that there can't be any nontrivial homomorphisms $T \to F$, so every endomorphism has this upper triangular form, and then it's an automorphism iff its diagonal components are. This works more generally whenever we can write an abelian group as a direct sum of two subgroups one of which admits no nontrivial homomorphisms to the other. Now let's compute automorphism groups.
Below it will be very convenient to write $I$ to denote the index set of a basis of $\mathbb{R}$ as a $\mathbb{Q}$-vector space (we need AC for this). Occasionally I will pretend this is also a basis of something like $\mathbb{R} \oplus \mathbb{R}/\mathbb{Q}$ since (again assuming AC) these have the same dimension.
$\text{Aut}(C_2)$ is trivial, and there aren't any homomorphisms $\mathbb{R} \to C_2$, so we get $\text{Aut}(\mathbb{R})$, the group of automorphisms of an uncountable dimensional $\mathbb{Q}$-vector space. Assuming AC this is some huge group $GL_I(\mathbb{Q})$ of matrices over $\mathbb{Q}$.
Write $\mathbb{R} \cong \mathbb{Q} \oplus \mathbb{R}/\mathbb{Q}$ (both are just $\mathbb{Q}$-vector spaces). Applying the exponential $\exp (ix)$ gives $S^1 \cong \mathbb{Q}/\mathbb{Z} \oplus \mathbb{R}/\mathbb{Q}$, so $\mathbb{C}^{\times}$ is $\mathbb{Q}/\mathbb{Z}$ plus another uncountable dimensional $\mathbb{Q}$-vector space which I will pretend is isomorphic to $\mathbb{R}$ for ease of notation, although I need AC for this. $\text{Aut}(\mathbb{Q}/\mathbb{Z})$ turns out to be the group of units of the profinite integers $\widehat{\mathbb{Z}}^{\times} \cong \prod_p \mathbb{Z}_p^{\times}$, and there are lots of homomorphisms from a $\mathbb{Q}$-vector space to $\mathbb{Q}/\mathbb{Z}$. Altogether we get
$$\left[ \begin{array}{cc} \widehat{\mathbb{Z}}^{\times} & \prod_I \text{Hom}(\mathbb{Q}, \mathbb{Q}/\mathbb{Z}) \\ 0 & GL_I(\mathbb{Q}) \end{array} \right].$$
- Now in addition to the issues that arose in 2 we also need to figure out the automorphism group of $\mathbb{R}$ plus uncountably many copies of $\mathbb{Z}$. There are no nontrivial homomorphisms from $\mathbb{R}$ to any sum of copies of $\mathbb{Z}$, so this again has an upper triangular form, involving $\text{Aut}(\mathbb{R})$ (big matrices over $\mathbb{Q}$), $\text{Aut}(\bigoplus_{\mathbb{C}} \mathbb{Z})$ (big matrices over $\mathbb{Z})$, and homomorphisms from $\bigoplus_{\mathbb{C}} \mathbb{Z}$ to $\mathbb{R}$, of which there are again a lot. Altogether we get
$$\left[ \begin{array}{cc} \widehat{\mathbb{Z}}^{\times} & \prod_I \text{Hom}(\mathbb{Q}, \mathbb{Q}/\mathbb{Z}) & \prod_{\mathbb{C}} \mathbb{Q}/\mathbb{Z} \\
0 & GL_I(\mathbb{Q}) & \prod_{\mathbb{C}} \mathbb{R} \\
0 & 0 & GL_{\mathbb{C}}(\mathbb{Z}) \end{array} \right]$$
- Now we need to figure out the automorphism group of $\mathbb{Z}_p \oplus \mathbb{Z}$. At this point I have to confess: I just don't know what this is. I know what the automorphisms of $\mathbb{Z}_p$ are as a profinite group, but not as an abstract group. And I don't know what the homomorphisms $\mathbb{Z}_p \to \mathbb{Z}$, again as abstract groups, are.