Generalized spectral Tur\'an problems for disjoint cliques
Pith reviewed 2026-05-10 06:25 UTC · model grok-4.3
The pith
If an n-vertex kK_{r+1}-free graph maximizes the t-clique spectral radius, then for large n it is the join of K_{k-1} with the r-partite Turán graph T_r(n-k+1).
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
The paper proves that among all kK_{r+1}-free graphs on n vertices, the maximizer of the t-clique spectral radius is, for every sufficiently large n, the graph obtained by joining a complete graph on k-1 vertices to the r-partite Turán graph T_r(n-k+1). This supplies the spectral analogue of Gerbner's theorem on the maximum number of K_t copies in a kK_{r+1}-free graph.
What carries the argument
The t-clique tensor of a graph, a higher-order array whose entries count ordered t-cliques and whose largest eigenvalue defines the t-clique spectral radius.
If this is right
- The same graph that maximizes the number of K_t copies also maximizes the t-clique spectral radius.
- When t=2 the result reduces to the maximum adjacency spectral radius of kK_{r+1}-free graphs, recovering the theorem of Ni, Wang, and Kang.
- The extremal graph for the spectral problem is unique for all large n.
Where Pith is reading between the lines
- Stability techniques used for the counting version may transfer directly to the spectral setting.
- The result suggests that many generalized Turán problems admit the same extremal graph for both counting and spectral-radius formulations.
- One could compute the exact asymptotic value of the maximum t-clique spectral radius from the known structure of the join graph.
Load-bearing premise
That n is large enough for the unique maximizer to be exactly the stated join of K_{k-1} with T_r(n-k+1).
What would settle it
A kK_{r+1}-free graph on sufficiently large n whose t-clique spectral radius is strictly larger than that of K_{k-1} joined to T_r(n-k+1).
read the original abstract
The generalized Tur\'an number $\text{ex}(n, H, F)$ denotes the maximum number of copies of $H$ in an $n$-vertex $F$-free graph. Let $kK_{r+1}$ be the disjoint union of $k$ copies of the complete graph $K_{r+1}$. Recently, Gerbner determined $\text{ex}(n, K_{t},kK_{r+1})$ for all sufficiently large $n$. In this paper, we study a spectral analogue of this problem via the $t$-clique tensor of a graph. We prove that if an $n$-vertex $kK_{r+1}$-free graph $G$ maximizes the $t$-clique spectral radius, then for sufficiently large $n$, $G$ is the join of a complete graph $K_{k-1}$ and the $r$-partite Tur\'an graph $T_{r}(n-k+1)$. This establishes a spectral counterpart of Gerbner's Theorem. Moreover, in the case $t=2$, our result recovers a theorem of Ni, Wang, and Kang on the maximum spectral radius of $kK_{r+1}$-free graphs.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper proves a spectral analogue of Gerbner's theorem: for all sufficiently large n, the unique n-vertex kK_{r+1}-free graph maximizing the spectral radius of the t-clique tensor is the join K_{k-1} ∨ T_r(n-k+1). The result recovers the t=2 case of Ni-Wang-Kang as a corollary.
Significance. If the stability and eigenvalue arguments are complete, the work supplies a structural characterization that extends spectral Turán theory to generalized problems with forbidden disjoint cliques. It demonstrates that tensor-based spectral radii can detect the same extremal graphs as the corresponding generalized Turán numbers, which is a non-trivial bridge between the two theories.
major comments (1)
- [Proof of the main theorem] The central claim requires a stability lemma establishing that any graph not isomorphic to K_{k-1} ∨ T_r(n-k+1) has t-clique tensor spectral radius smaller by an amount that dominates the o(1) error terms arising from the tensor eigenvalue inequalities once n exceeds some N_0(r,k,t). The manuscript asserts existence of such an N_0 but supplies neither an explicit lower bound on the stability gap nor a concrete estimate for N_0, so it is impossible to confirm that the claimed gap is Ω(1) rather than merely o(1).
minor comments (1)
- [Introduction] The definition of the t-clique tensor and the precise notion of its spectral radius should be recalled in the introduction (or given a dedicated preliminary section) rather than deferred entirely to the references.
Simulated Author's Rebuttal
We thank the referee for the careful reading and for highlighting this point in the proof of the main theorem. We address the comment below and will revise the manuscript accordingly.
read point-by-point responses
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Referee: [Proof of the main theorem] The central claim requires a stability lemma establishing that any graph not isomorphic to K_{k-1} ∨ T_r(n-k+1) has t-clique tensor spectral radius smaller by an amount that dominates the o(1) error terms arising from the tensor eigenvalue inequalities once n exceeds some N_0(r,k,t). The manuscript asserts existence of such an N_0 but supplies neither an explicit lower bound on the stability gap nor a concrete estimate for N_0, so it is impossible to confirm that the claimed gap is Ω(1) rather than merely o(1).
Authors: We agree that the current manuscript only asserts the existence of N_0(r,k,t) without supplying explicit constants or a concrete lower bound on the stability gap in the t-clique tensor spectral radius. The stability is inherited from Gerbner's theorem on the generalized Turán number ex(n,K_t,kK_{r+1}), which yields a positive gap in the number of K_t copies; this gap must then be translated through the tensor eigenvalue bounds, whose error terms are o(1) relative to the leading term. In the revised version we will add an explicit analysis: we derive a lower bound on the spectral-radius gap of the form c(r,k,t) > 0 (independent of n) that holds for all graphs sufficiently close in edit distance to the extremal graph, and we bound the eigenvalue inequalities with concrete O(1/n) or smaller remainders. Combining these yields an explicit (albeit possibly large) N_0(r,k,t) such that the stability gap strictly dominates the error terms for all n ≥ N_0. This makes the argument fully rigorous and addresses the referee's concern. revision: yes
Circularity Check
No circularity in the claimed spectral extension of Gerbner's theorem
full rationale
The paper states a direct proof that the unique maximizer of the t-clique tensor spectral radius among kK_{r+1}-free graphs is K_{k-1} ∨ T_r(n-k+1) for large n, recovering the t=2 case of Ni-Wang-Kang as a corollary. The derivation chain invokes Gerbner's combinatorial extremal result only as the candidate graph, then applies stability and eigenvalue-gap arguments whose details are asserted to be self-contained; no equation reduces by construction to a fitted parameter, no uniqueness theorem is imported from the authors' prior work, and no ansatz is smuggled via self-citation. The result is therefore independent of its inputs.
Axiom & Free-Parameter Ledger
axioms (1)
- domain assumption The t-clique tensor of a graph is a well-defined symmetric tensor whose spectral radius is a continuous, monotone function of the number of t-cliques.
Reference graph
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discussion (0)
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