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SPOILER ALERT!!
Regarding to that problem about tree you described — I think that decomposing whole tree into layers of centroids should work.
Right; and constants were so low (TL=9s) that even simple decomposition of tree into blocks by sqrt(N) vertices (which in comparison to centroid decomposition is like sqrt-decomposition comparing with segment tree for arrays) was fast enough to pass.