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Logic in Computer Science Papers of the Week

The 20 most important new Logic in Computer Science papers of the past week, ranked by potential impact. A new issue comes out every Monday, covering the previous Monday-to-Sunday week.

Nov 2 - 8, 2026 · Updated · Category: Logic in Computer Science (arXiv cs.LO)

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  1. 1
    Attack-Aware Intrusion Risk Monitoring for Aerial Surveillance Via Probabilistic Signal Temporal Logic

    This paper considers online intrusion-risk assessment and graded warning for unmanned aerial vehicles under bounded measurement attacks. To address this problem, we develop a monitoring framework that combines trusted state estimation, attack-aware risk assessment, and probabilistic signal temporal logic (PrSTL).

  2. 2
    The Logic of Emergence

    ``Emergence'' refers to the fact that different mathematical languages and theories seem to be required to describe scientific theories that operate at different spatial and temporal scales.

  3. 3
    Blazing-Fast SMT-LIB Parsing for Rust and Lean

    However, parsing the format is non-trivial and can become a bottleneck, e.g. when retrieving benchmark metadata or normalising the input for solvers. We introduce blazing-smtlib, a Rust parsing library for SMT-LIB, and BSmtLib, its port to Lean.

  4. 4
    Frustration-freeness Is Decidable But Unprovable

    Prominent examples include the AKLT model and Kitaev's toric code model, which serve as paradigmatic models of symmetry-protected topological phases and topological order, respectively.

  5. 5
    First-Order Model Checking on Monadically Dependent Graph Classes

    In particular, we show that in monadically dependent classes, tuples of fixed length have only $|U|^{O(1)}$ types of fixed quantifier rank over any set of parameters $U$.

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  1. 6
    Monadically Dependent Graph Classes Have Almost Bounded Merge-Width

    We prove that every monadically dependent graph class has almost bounded merge-width, thereby confirming a conjecture of the first and the last author [STOC '25].

  2. 7
    Proceedings 23rd International Conference on Quantum Physics and Logic

    Work applying quantum-inspired techniques and structures to other fields such as (classical) computation, linguistics, artificial intelligence, and causality is also welcome.

  3. 8
    Monodromy Computation Model

    We construct a finite computational calculus in which retained logarithmic branches supply memory, analytic observations select operations, and descent through a covering exposes deeper memory.

  4. 9
    Model Checking for Metric Extensions of Monadic Second-Order Logic

    We show that shortest paths and equidistance guarded by geodesic cycles are definable in ordinary vertex-set MSO on graph classes of bounded cycle-basis length.

  5. 10
    Math Foundation Formalization Agent: A General-Purpose Approach to Formalizing Mathematical Foundations

    This paper presents the Math Foundation Formalization Agent (MFF-Agent), a general-purpose intelligent agent designed to support formalization tasks across multiple mathematical domains.

  6. 11
    DAPS: Dependency-Aware Premise Selection for LLM Theorem Proving

    We conduct the first systematic mining of 53 Lean Blueprint projects, a previously untapped corpus of 3,805 manually curated informal+formal nodes that capture rare, research-level premises absent from Mathlib4.

  7. 12
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  9. 14
    Final Coalgebras Over R-modules

    The goal of this paper is to provide lower and upper bounds on the ordinals that are needed to construct final coalgebras over $R$-modules as the limit of a transfinite sequence of functor iterations.

  10. 15
    Whiel: A Neurosymbolic Platform for Certified Relational Program Verification

    We present the Whiel (a contraction of Whi(le-R)el) system for Lean-certified reasoning about imperative relational programs.

  11. 16
    Homomorphisms on A Product of Free Convex Semilattices

    Hence, not every map from $I\times J$ into an arbitrary convex semilattice $X$ extends uniquely to a homomorphism from $\mathcal FI\times\mathcal FJ$ to $X$. We investigate a condition on a map $\varphi$ of $I\times J$ into some convex semilattice $X$ that is always necessary and often sufficient for $\varphi$ to have such an extension to a homomorphism $\Phi$ of $\mathcal FI\times\mathcal FJ$ into $X$.

  12. 17
    The CNF Encoding Complexity of Boolean Functions

    We study the minimum number of clauses required to encode a boolean function into a CNF formula with auxiliary variables.

  13. 18
    VerusWeave: A Benchmark for Proof Repair in Concurrent Verus Programs

    Although coding agents have been explored for automated proof construction, existing Verus benchmarks offer limited coverage of concurrency-specific examples that connect atomic operations to abstract protocols. To address this gap, we introduce VerusWeave, the first benchmark dedicated to concurrent proof repair, derived from four open-source projects.

  14. 19
    A Polynomial-size Logical Twin for Neural Networks

    Building on ideas from both approaches, we present a new construction that directly yields logical twins in Ɓukasiewicz logic.

  15. 20
    Distributed LTL Synthesis Under Arbitrary Message Adversaries

    We study distributed synthesis for two processes communicating in rounds over unreliable links, with at least one message delivered in every round.