We consider the following semi-linear equations \(\begin{aligned} (-\Delta )^pu=u^\gamma _+ ~~ \text{ in } {{\mathbb {R}}^n}, \end{aligned}\) where \(\gamma \in (1,\frac{n+2p}{n-2p})\) , \(n>2p>0\) , \(u_+=\max \{u,0\}\) , and \(2\le p\in {\mathbb {N}}\) or \(p\in (0,1)\) . Subject to the integral constraint \(\begin{aligned} u_+^\gamma \in L^1({\mathbb {R}}^n), \end{aligned}\) we obtain the classification of solutions to the above polyharmonic equation for any \(\gamma <\frac{n+2p}{n-2p}\) and \(\gamma \le \frac{n}{n-2p}\) , according to the two different assumptions: \(\Delta u(x)\rightarrow 0\) and \(u(x)=\text{ o }(|x|^2)\) at infinity, respectively. Under the other integral constraint \(\begin{aligned} u_+^q\in L^1({\mathbb {R}}^n), \quad q=\frac{n(\gamma -1)}{2p},\quad \gamma <\frac{n+2p}{n-2p}, \end{aligned}\) which is scaling invariant, the classification of solutions with the decay assumption \(\Delta u(x)\rightarrow 0\) at infinity is established for any integer \(p\ge 2\) , and the classification of solutions with the growth assumption \(u(x)=\text{ o }(|x|^2)\) at infinity is proved for integers \(p=2, 3\) as well. In the fractional equation case, namely \(p\in (0,1)\) , under either of the above two integral constraints, we also complete the classification of solutions with certain growth assumption at infinity.