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To a simple graph we associate a so-called graph series, which can be viewed as the Hilbert–Poincar'e series of a certain infinite jet scheme. We study new -representations and examine modular properties of several examples including Dynkin diagrams of finite and affine type. Notably, we obtain new formulas for graph series of type and in terms of “sum of tails” series, and of type and in the form of indefinite theta functions of signature . We also study examples related to sums of powers of divisors corresponding to -cycles. For several examples of graphs, we prove that graph series are so-called mixed quantum modular forms.

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