• All-in-One DAM-GT: Wuhan, Hopcroft and Attention (Re: The Original Ganster (OG) of Bisimilarity are Hopcroft and Karp (1971))

    From Mild Shock@janburse@fastmail.fm to sci.math on Wed Aug 6 15:11:42 2025
    From Newsgroup: sci.math

    Hi,

    All-in-One: Wuhan, Hopcroft and Attention:

    DAM-GT: Dual Positional Encoding-Based Attention
    Masking Graph Transformer for Node Classification https://arxiv.org/abs/2505.17660v1

    LoL

    Bye

    Mild Shock schrieb:

    The Original Ganster (OG) of Bisimilarity are
    Hopcroft and Karp (1971). These hand-outs discuss a
    coalgebra with the compound ->(_,_) and the atom -.
    Coalgebra seem to have the feature that both vertices

    and edges have labels. The algorithm does attack a ~ b,
    and nf(a) respectively nf(b) at the same time by using
    union find. The algorithm is space linear, can be

    implemented with an extra pointer in each Prolog compound
    for the union find. Mostlikely what SWI-Prolog does
    with reference to Folk Knowledge and Bart Demoen. The

    algorithm is also almost time linear:

    Bisimulation and Equirecursive Equality - 2014 https://www.cs.cornell.edu/courses/cs6110/2014sp/Lectures/lec35a.pdf

    Mild Shock schrieb:
    Hi,

    Despite these efforts:

    The development of concurrent logic programming
    was given an impetus when Guarded Horn Clause was
    used to implement KL1, the systems programming
    language of the Japanese Fifth Generation
    Project (FGCS). The FGCS Project was a $400M
    initiative by Japan's Ministry of International
    Trade and Industry, begun in 1982, to use
    massively parallel computing/processing for
    artificial intelligence applications.
    https://en.wikipedia.org/wiki/Concurrent_logic_programming

    And relation ship to rational trees, in
    Alain Colmerauers WINDOW PRINCIPLE, mostlikely
    Bisimulation has a more lasting impact.

    But who were the founding fathers of bisimulation?

    Robin Milner (1934rCo2010)
    Primary founder of the concept of bisimulation. Introduced
    the idea in the context of Calculus of Communicating
    Systems (CCS) in the late 1970s and early 1980s. Bisimulation
    became central to his work on concurrency theory. He won
    the Turing Award in 1991, partly for this work.

    Gordon Plotkin
    While not the originator of bisimulation itself,
    Plotkin worked closely with Milner and contributed
    significantly to the theoretical foundations of
    operational semantics and domain theory, which
    intersect with bisimulation.

    David Park
    Credited with influencing the notion of bisimulation.
    His unpublished manuscript (c. 1981) and personal
    communications inspired MilnerrCOs formalization.
    He clarified the distinction between simulation
    and bisimulation.

    Bye


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  • From Walmo Bastanov@wo@oosv.ru to sci.physics.relativity,sci.math on Wed Aug 6 15:11:23 2025
    From Newsgroup: sci.math

    Mild Shock wrote:

    Hi,

    All-in-One: Wuhan, Hopcroft and Attention:

    DAM-GT: Dual Positional Encoding-Based Attention Masking Graph
    Transformer for Node Classification https://arxiv.org/abs/2505.17660v1

    LoL

    Bye

    kiss my ass, your country is a shithole
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  • From Mild Shock@janburse@fastmail.fm to sci.math on Thu Aug 7 10:58:13 2025
    From Newsgroup: sci.math


    Is that you Luigi, with your micro penis?

    Walmo Bastanov schrieb:
    Mild Shock wrote:

    Hi,

    All-in-One: Wuhan, Hopcroft and Attention:

    DAM-GT: Dual Positional Encoding-Based Attention Masking Graph
    Transformer for Node Classification https://arxiv.org/abs/2505.17660v1

    LoL

    Bye

    kiss my ass, your country is a shithole


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