The intermediate long wave (ILW) hierarchy and its generalization, 
labelled by a positive integer $N$, can be formulated as 
reductions of the lattice KP hierarchy. The integrability of 
the lattice KP hierarchy is inherited by these reduced systems. 
In particular, all solutions can be captured by a factorization 
problem of difference operators. A special solution among them 
is obtained from Okounkov and Pandharipande's dressing operators 
for the equivariant Gromov-Witten theory of $\mathbb{CP}^1$. 
This indicates a hidden link with the equivariant Toda hierarchy. 
The generalized ILW hierarchy is also related to the lattice 
Gelfand-Dickey (GD) hierarchy and its extension by logarithmic flows. 
The logarithmic flows can be derived from the generalized 
ILW hierarchy by a scaling limit as a parameter of the system 
tends to $0$. This explains an origin of the logarithmic flows. 
A similar scaling limit of the equivariant Toda hierarchy yields 
the extended 1D/bigraded Toda hierarchy.