One of the integrals I came across these days (during my studies) is $$\int _0^1\int _0^1\text{Li}_2(x y) \text{Li}_2((1-y) x) \ dx \ dy$$
that can be turned into a series, or can be approached by using the integration by parts, but these
ways do not look like as a promising way to go, or I might be wrong. I would like to know your vision
on these integrals, not asking for full solutions, just feel comfortable to share ideas that is the thing I'm most interested in. I'm looking forward to your ideas!
And one more thing, Mathematica shows that
$$\int \text{Li}_2(x y) \text{Li}_2((1-y) x) \, dx$$
$$=\frac{\log \left(\frac{2 y-1}{(x (y-1)+1) y}\right) \log ^2\left(\frac{1-x y}{x (y-1)+1}\right)}{2 (y-1) y}+\frac{\log (x-x y) \log ^2\left(\frac{1-x y}{x (y-1)+1}\right)}{2 (y-1) y}-\frac{\log \left(\frac{x (2 y-1)}{x (y-1)+1}\right) \log ^2\left(\frac{1-x y}{x (y-1)+1}\right)}{2 (y-1) y}+\frac{\log (x y) \log (1-x y) \log \left(\frac{1-x y}{x (y-1)+1}\right)}{(y-1) y}+\frac{\text{Li}_2\left(\frac{(y-1) (x y-1)}{(x (y-1)+1) y}\right) \log \left(\frac{1-x y}{x (y-1)+1}\right)}{(y-1) y}+\frac{\text{Li}_2(1-x y) \log \left(\frac{1-x y}{x (y-1)+1}\right)}{(y-1) y}-\frac{\log (1-x y) \log (x-x y) \log \left(\frac{1-x y}{x (y-1)+1}\right)}{(y-1) y}-\frac{\text{Li}_2\left(\frac{1-x y}{x (y-1)+1}\right) \log \left(\frac{1-x y}{x (y-1)+1}\right)}{(y-1) y}-\frac{\text{Li}_2(x (y-1)+1) \log \left(\frac{1-x y}{x (y-1)+1}\right)}{(y-1) y}+\frac{6 x y}{y-1}+\frac{3 x \log (x (y-1)+1)}{y-1}+\frac{2 \log (x (y-1)+1) \log \left(-\frac{(y-1) (x y-1)}{2 y-1}\right)}{(y-1) y}+\frac{2 x y \log (x (y-1)+1) \log (1-x y)}{y-1}+\frac{\log (x (y-1)+1) \log (x y) \log (1-x y)}{(y-1) y}+\frac{2 \log \left(\frac{(x (y-1)+1) y}{2 y-1}\right) \log (1-x y)}{y-1}+\frac{3 x \log (1-x y)}{y-1}+\frac{3 \log (1-x y)}{y-1}+\frac{\log ^2(1-x y) \log (x-x y)}{2 (y-1) y}+\frac{\log (1-x y) \text{Li}_2(x (y-1)+1)}{(y-1) y}+\frac{x y \log (x (y-1)+1) \text{Li}_2(x y)}{y-1}+\frac{\log (x (y-1)+1) \text{Li}_2(x y)}{y-1}+\frac{x \text{Li}_2(x y)}{y-1}+\frac{2 \text{Li}_2\left(\frac{(x (y-1)+1) y}{2 y-1}\right)}{(y-1) y}+\frac{2 \text{Li}_2\left(\frac{(y-1) (1-x y)}{2 y-1}\right)}{y-1}+\frac{\log (x (y-1)+1) \text{Li}_2(1-x y)}{(y-1) y}+\frac{x y \log (1-x y) \text{Li}_2(x-x y)}{y-1}+\frac{\log (1-x y) \text{Li}_2(x-x y)}{(y-1) y}+\frac{x y \text{Li}_2(x y) \text{Li}_2(x-x y)}{y-1}+\frac{x \text{Li}_2(x-x y)}{y-1}+\frac{\text{Li}_3\left(\frac{1-x y}{x (y-1)+1}\right)}{(y-1) y}+\frac{6 x}{y-1}-\frac{3 x y \log (x (y-1)+1)}{y-1}-\frac{3 \log (x (y-1)+1)}{y-1}-\frac{2 \log (x (y-1)+1) \log \left(-\frac{(y-1) (x y-1)}{2 y-1}\right)}{y-1}-\frac{3 x y \log (1-x y)}{y-1}-\frac{2 x \log (x (y-1)+1) \log (1-x y)}{y-1}-\frac{x y \text{Li}_2(x y)}{y-1}-\frac{x \log (x (y-1)+1) \text{Li}_2(x y)}{y-1}-\frac{2 \text{Li}_2\left(\frac{(x (y-1)+1) y}{2 y-1}\right)}{y-1}-\frac{x y \text{Li}_2(x-x y)}{y-1}-\frac{x \log (1-x y) \text{Li}_2(x-x y)}{y-1}-\frac{\log (1-x y) \text{Li}_2(x-x y)}{y-1}-\frac{x \text{Li}_2(x y) \text{Li}_2(x-x y)}{y-1}-\frac{3 \log (1-x y)}{(y-1) y}-\frac{\text{Li}_3(x (y-1)+1)}{(y-1) y}-\frac{\text{Li}_3\left(\frac{(y-1) (x y-1)}{(x (y-1)+1) y}\right)}{(y-1) y}-\frac{\text{Li}_3(1-x y)}{(y-1) y}+\frac{2}{(y-1) y}-\frac{\log (x y) \log ^2(1-x y)}{2 (y-1) y}.$$
By using the Euler Beta function it is straightforward to check that:
$$ I = \sum_{m\geq 1}\sum_{n\geq 1}\frac{1}{m^2 n^2 (m+n+1)^2 \binom{m+n}{m} }\tag{1}$$ but since: $$ \sum_{h=1}^{s-1}\frac{1}{h^2(s-h)^2\binom{s}{h}}=\frac{1}{s}\sum_{h=1}^{s-1}\frac{\Gamma(h)\Gamma(s-h)}{h(s-h) \Gamma(s)}=\frac{2}{s^2}\sum_{h=1}^{s-1}\frac{B(h,s-h)}{h}\tag{2}$$ we have: $$ I = \int_{0}^{1}\sum_{s=2}^{+\infty}\frac{2(1-x)^s}{s^2(s+1)^2}\sum_{h=1}^{s-1}\frac{\left(\frac{x}{1-x}\right)^h}{h}\,\frac{dx}{x(1-x)}\tag{3}$$ or: $$ I = \int_{0}^{+\infty}\sum_{s=2}^{+\infty}\frac{2}{s^2(s+1)^2(1+u)^{s+2}}\sum_{h=1}^{s-1}\frac{u^h}{h}\left(2+u+\frac{1}{u}\right)\,du\tag{4}$$ Integration by parts, together with a rearrangement of the innermost sum, should make things easier to handle now.