How Particle System Theory Enhances Hypergraph Message Passing | Paper Citation Record

Observation 7d4b1b76-f752-483f-8269-a4914ac79b78 · outbound

This paper cites A microscopic theory for antiphase boundary motion and its application to antiphase domain coarsening.Acta metallurgica, 27(6):1085–1095, 1979.

How Particle System Theory Enhances Hypergraph Message Passing A microscopic theory for antiphase boundary motion and its application to antiphase domain coarsening.Acta metallurgica, 27(6):1085–1095, 1979

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:44.187926Z

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Observation 4ef9373b-dd5d-435a-8bf7-78afe549d80b · outbound

This paper cites Hypergraph convolution and hypergraph attention.

How Particle System Theory Enhances Hypergraph Message Passing Hypergraph convolution and hypergraph attention

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:41.772089Z

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Observation 101f117d-696b-426e-9c6c-c9db7cb65bfc · outbound

This paper cites Relational inductive biases, deep learning, and graph networks.

How Particle System Theory Enhances Hypergraph Message Passing Relational inductive biases, deep learning, and graph networks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:41.783639Z

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Observation 2ca6c220-d36a-4d89-a988-ab1e860f9998 · outbound

This paper cites Murray, Tiago P.

How Particle System Theory Enhances Hypergraph Message Passing Murray, Tiago P

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:44.142357Z

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Observation 5fbd08e5-8ed3-4fd5-9af5-3c4342f4d305 · outbound

This paper cites HyperBERT: Mixing hypergraph-aware layers with language models for node classification on text-attributed hypergraphs.

How Particle System Theory Enhances Hypergraph Message Passing HyperBERT: Mixing hypergraph-aware layers with language models for node classification on text-attributed hypergraphs

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:44.112557Z

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Observation 9c2d658d-2090-4fce-96c8-e9f222b75db8 · outbound

This paper cites From radial symmetry to fractal behavior of aggregation equilibria for repulsive–attractive potentials.Calculus of Variations and Partial Differential Equations, 62(1):28, 2023.

How Particle System Theory Enhances Hypergraph Message Passing From radial symmetry to fractal behavior of aggregation equilibria for repulsive–attractive potentials.Calculus of Variations and Partial Differential Equations, 62(1):28, 2023

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:44.060683Z

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Observation 675a989d-548c-402f-90a4-f1b4ac3ec8db · outbound

This paper cites Particle, kinetic, and hydrodynamic models of swarming.Mathematical modeling of collective behavior in socio-economic and life sciences, pages 297–336, 2010.

How Particle System Theory Enhances Hypergraph Message Passing Particle, kinetic, and hydrodynamic models of swarming.Mathematical modeling of collective behavior in socio-economic and life sciences, pages 297–336, 2010

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:44.023488Z

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Observation c362e0c7-1ca5-4a88-b49e-9ceac530b867 · outbound

This paper cites Self-propelled interacting particle systems with roosting force.Mathematical Models and Methods in Applied Sciences, 20(supp01):1533–1552, 2010.

How Particle System Theory Enhances Hypergraph Message Passing Self-propelled interacting particle systems with roosting force.Mathematical Models and Methods in Applied Sciences, 20(supp01):1533–1552, 2010

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.990519Z

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Observation 9221d0b6-d06f-4187-8e04-601c47941232 · outbound

This paper cites Gorinova, Stefan D Webb, Emanuele Rossi, and Michael M.

How Particle System Theory Enhances Hypergraph Message Passing Gorinova, Stefan D Webb, Emanuele Rossi, and Michael M

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.940019Z

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Observation 2a0d749f-8451-47ca-9739-3211ca816869 · outbound

This paper cites Neural ordinary differential equations.NeurIPS, 31, 2018.

How Particle System Theory Enhances Hypergraph Message Passing Neural ordinary differential equations.NeurIPS, 31, 2018

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.906147Z

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Observation 2506c570-1f0e-437b-8ae7-e1e86445f18d · outbound

This paper cites You are allset: A multiset function framework for hypergraph neural networks.

How Particle System Theory Enhances Hypergraph Message Passing You are allset: A multiset function framework for hypergraph neural networks

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.863671Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4711dbb4-087e-4724-b45c-3154348ebe11 · outbound

This paper cites Classification of edge-dependent labels of nodes in hypergraphs.

How Particle System Theory Enhances Hypergraph Message Passing Classification of edge-dependent labels of nodes in hypergraphs

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.835604Z

Source-reported events for the cited work

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Observation beebc76a-0084-4d3f-9f2c-281e8d4019b8 · outbound

This paper cites Emergent behavior in flocks.IEEE Transactions on Automatic Control, 52(5):852–862, 2007.

How Particle System Theory Enhances Hypergraph Message Passing Emergent behavior in flocks.IEEE Transactions on Automatic Control, 52(5):852–862, 2007

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:41.890678Z

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Observation 43fa6ebc-3bdf-42ef-8e12-207d9d8e5dca · outbound

This paper cites Hnhn: Hypergraph networks with hyperedge neurons.

How Particle System Theory Enhances Hypergraph Message Passing Hnhn: Hypergraph networks with hyperedge neurons

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.773812Z

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Observation 49bf36d6-244c-4676-bec5-c94b1e7138d1 · outbound

This paper cites The stochastic delayed cucker-smale system in a harmonic potential field.Kinetic and Related Models, 16(1):54–68, 2023.

How Particle System Theory Enhances Hypergraph Message Passing The stochastic delayed cucker-smale system in a harmonic potential field.Kinetic and Related Models, 16(1):54–68, 2023

Reference 15

Resolution: verified exact; doi, observed 2026-08-07T14:34:42.293687Z

Source-reported events for the cited work

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Observation 4ea62fd7-14ac-4fbe-8852-54a22c91347f · outbound

This paper cites Sheaf hypergraph networks.

How Particle System Theory Enhances Hypergraph Message Passing Sheaf hypergraph networks

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.738897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f637f04e-2d57-487b-9dbe-893797c7fc28 · outbound

This paper cites Self-propelled particles with soft-core interactions: patterns, stability, and collapse.Physical review letters, 96 (10):104302, 2006.

How Particle System Theory Enhances Hypergraph Message Passing Self-propelled particles with soft-core interactions: patterns, stability, and collapse.Physical review letters, 96 (10):104302, 2006

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.711278Z

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Observation a3f1f6e8-8e00-4a5f-b50e-70dcad989ffb · outbound

This paper cites A proposal on machine learning via dynamical systems.Communications in Mathematics and Statistics, 1(5):1–11, 2017.

How Particle System Theory Enhances Hypergraph Message Passing A proposal on machine learning via dynamical systems.Communications in Mathematics and Statistics, 1(5):1–11, 2017

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:41.929597Z

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Observation 232b5418-6597-4b0b-ba95-1a7a63812387 · outbound

This paper cites an unresolved cited work.

How Particle System Theory Enhances Hypergraph Message Passing Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:34:43.643575Z

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Observation 7a02e178-2771-46a9-a1ca-b5b42808b1ba · outbound

This paper cites Hypergraph neural networks.

How Particle System Theory Enhances Hypergraph Message Passing Hypergraph neural networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.609560Z

Source-reported events for the cited work

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Observation 70835c30-b118-4ae6-9a71-d4f56a0178ec · outbound

This paper cites Hypergraph Learning: Methods and Practices.TPAMI, 44(5), May 2022.

How Particle System Theory Enhances Hypergraph Message Passing Hypergraph Learning: Methods and Practices.TPAMI, 44(5), May 2022

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.582179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c8acc1ae-3052-4c18-a7ab-d48c753c5c3e · outbound

This paper cites Hgnn+: General hypergraph neural networks.

How Particle System Theory Enhances Hypergraph Message Passing Hgnn+: General hypergraph neural networks

Reference 22

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T14:34:42.764246Z

Source-reported events for the cited work

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Observation 88882eed-8d91-49d1-9bdb-5ae4736fb323 · outbound

This paper cites Neural message passing for quantum chemistry.

How Particle System Theory Enhances Hypergraph Message Passing Neural message passing for quantum chemistry

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.548848Z

Source-reported events for the cited work

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Observation 181117c9-054c-44a9-bc34-695d849d74c8 · outbound

This paper cites Emergence of time-asymptotic flocking in a stochastic cucker-smale system.Communications in Mathematical Sciences, 7(2), 2009.

How Particle System Theory Enhances Hypergraph Message Passing Emergence of time-asymptotic flocking in a stochastic cucker-smale system.Communications in Mathematical Sciences, 7(2), 2009

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.520818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f7251064-ff28-4829-95d5-771f6a8d8042 · outbound

This paper cites Formation of clumps and patches in self-aggregation of finite-size particles.Physica D: Nonlinear Phenomena, 220(2):183–196, 2006.

How Particle System Theory Enhances Hypergraph Message Passing Formation of clumps and patches in self-aggregation of finite-size particles.Physica D: Nonlinear Phenomena, 220(2):183–196, 2006

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.486525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cc592acc-8e4d-4847-b223-dcec143f95ac · outbound

This paper cites Unignn: a unified framework for graph and hypergraph neural networks.

How Particle System Theory Enhances Hypergraph Message Passing Unignn: a unified framework for graph and hypergraph neural networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.448592Z

Source-reported events for the cited work

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Observation d6ac103e-4b92-47a3-9796-4d66331e8792 · outbound

This paper cites Collective dynamics of opposing groups with stochastic communica- tion.Vietnam Journal of Mathematics, 49:619–636, 2021.

How Particle System Theory Enhances Hypergraph Message Passing Collective dynamics of opposing groups with stochastic communica- tion.Vietnam Journal of Mathematics, 49:619–636, 2021

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.418223Z

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Observation 01a7ee68-8897-43c1-b206-feec23bad734 · outbound

This paper cites A survey on hypergraph neural networks: An in-depth and step-by-step guide.

How Particle System Theory Enhances Hypergraph Message Passing A survey on hypergraph neural networks: An in-depth and step-by-step guide

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.393475Z

Source-reported events for the cited work

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Observation b0ed700e-9a84-4cc6-9b3d-02c4d8e63e91 · outbound

This paper cites Semi-supervised classification with graph convolutional networks.

How Particle System Theory Enhances Hypergraph Message Passing Semi-supervised classification with graph convolutional networks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:42.032158Z

Source-reported events for the cited work

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Observation 61feba5a-0a88-4d65-9578-53a1b3fc245f · outbound

This paper cites Stability of ring patterns arising from two-dimensional particle interactions.Physical Review E, 84(1):015203, 2011.

How Particle System Theory Enhances Hypergraph Message Passing Stability of ring patterns arising from two-dimensional particle interactions.Physical Review E, 84(1):015203, 2011

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.287288Z

Source-reported events for the cited work

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Observation d3e1943c-bb42-456c-9dc6-6a62ce1edd1a · outbound

This paper cites Emergent behaviour in multi-particle systems with non-local interactions, 2013.

How Particle System Theory Enhances Hypergraph Message Passing Emergent behaviour in multi-particle systems with non-local interactions, 2013

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.253676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 86da9fe4-1712-4de1-98d4-2fca137f90a7 · outbound

This paper cites When hypergraph meets heterophily: New benchmark datasets and baseline.

How Particle System Theory Enhances Hypergraph Message Passing When hypergraph meets heterophily: New benchmark datasets and baseline

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.230429Z

Source-reported events for the cited work

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Observation 4a3cd664-7884-4215-b436-467b17ef4145 · outbound

This paper cites Heterophilious dynamics enhances consensus.SIAM Review, 56(4):577–621, 2014.

How Particle System Theory Enhances Hypergraph Message Passing Heterophilious dynamics enhances consensus.SIAM Review, 56(4):577–621, 2014

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.210472Z

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Observation 7daf30e3-4de4-4501-ae54-e8f422c89e7b · outbound

This paper cites Revisiting Graph Neural Networks: All We Have is Low-Pass Filters.

How Particle System Theory Enhances Hypergraph Message Passing Revisiting Graph Neural Networks: All We Have is Low-Pass Filters

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:42.079896Z

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Observation 56c758e6-52a5-4f45-99c8-2c3a3519a8ce · outbound

This paper cites Graph neural networks exponentially lose expressive power for node classification.

How Particle System Theory Enhances Hypergraph Message Passing Graph neural networks exponentially lose expressive power for node classification

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.187484Z

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Observation e0a9beae-dc49-4ac2-9b6b-3c6e4e4e281b · outbound

This paper cites Nonlinear feature diffusion on hypergraphs.

How Particle System Theory Enhances Hypergraph Message Passing Nonlinear feature diffusion on hypergraphs

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.167196Z

Source-reported events for the cited work

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Observation 7a854038-eaea-43dc-b6e1-3eef0889ccdb · outbound

This paper cites an unresolved cited work.

How Particle System Theory Enhances Hypergraph Message Passing Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:34:43.137392Z

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Observation 589bd36c-950e-448a-9b37-cdf09463e404 · outbound

This paper cites Visualizing data using t-sne.Journal of Machine Learning Research, 9(86):2579–2605, 2008.

How Particle System Theory Enhances Hypergraph Message Passing Visualizing data using t-sne.Journal of Machine Learning Research, 9(86):2579–2605, 2008

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:42.121245Z

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Unavailable: canonical work link unavailable.

Observation cf54a773-a35a-488c-8351-5b093372b2fe · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

How Particle System Theory Enhances Hypergraph Message Passing Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.094942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2dd3b6cb-bcbb-4652-9895-ca09d9bd933e · outbound

This paper cites Hypergraph factorization for multi-tissue gene expression imputation.

How Particle System Theory Enhances Hypergraph Message Passing Hypergraph factorization for multi-tissue gene expression imputation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:43.067765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e9aae0ad-fea4-47e4-bd00-e063d092964a · outbound

This paper cites an unresolved cited work.

How Particle System Theory Enhances Hypergraph Message Passing Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:34:43.026612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 42740554-91fe-4ec5-af09-f6656edee027 · outbound

This paper cites Equivariant hyper- graph diffusion neural operators.

How Particle System Theory Enhances Hypergraph Message Passing Equivariant hyper- graph diffusion neural operators

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:42.995898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5d97d34a-1104-4dc1-9695-75ef9b1853fe · outbound

This paper cites ACMP: Allen-cahn message passing with attractive and repulsive forces for graph neural networks.

How Particle System Theory Enhances Hypergraph Message Passing ACMP: Allen-cahn message passing with attractive and repulsive forces for graph neural networks

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:42.972965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e8bf6bac-db6f-4e2d-adac-b40966c509b9 · outbound

This paper cites Collective dynamics of ‘small-world’networks.Nature, 393(6684):440–442, 1998.

How Particle System Theory Enhances Hypergraph Message Passing Collective dynamics of ‘small-world’networks.Nature, 393(6684):440–442, 1998

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:42.947574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d022ecfd-3de8-45e7-9c94-744daed24002 · outbound

This paper cites Se3set: Harnessing equivariant hypergraph neural networks for molecular representation learning.Transactions on Machine Learning Research, 2025.

How Particle System Theory Enhances Hypergraph Message Passing Se3set: Harnessing equivariant hypergraph neural networks for molecular representation learning.Transactions on Machine Learning Research, 2025

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:42.907457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0600a4ab-7709-4e07-a8d1-fc9f1c3abb3a · outbound

This paper cites Hypergcn: A new method for training graph convolutional networks on hypergraphs.

How Particle System Theory Enhances Hypergraph Message Passing Hypergcn: A new method for training graph convolutional networks on hypergraphs

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:42.873944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 92182fb7-e42b-4207-ae47-f2391177a888 · outbound

This paper cites Hypergraph dynamic system.

How Particle System Theory Enhances Hypergraph Message Passing Hypergraph dynamic system

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:34:42.840645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b164c27a-c6f6-4d84-a63a-51b218e2d3fa · outbound

This paper cites Co-representation neural hypergraph diffusion for edge- dependent node classification.arXiv preprint arXiv:2405.14286, 2024.

How Particle System Theory Enhances Hypergraph Message Passing Co-representation neural hypergraph diffusion for edge- dependent node classification.arXiv preprint arXiv:2405.14286, 2024

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:42.212291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10a65bd5-e0ce-42f5-9641-ea28551cddec · outbound

This paper cites 1 N1 + 1 N2 X e∈E X i∈e ψe,− i # ¯x(1) (42) 17  − 1 N1 + 1 N2 X e∈E X j∈e ψe,− j   ˆx(2) j +.

How Particle System Theory Enhances Hypergraph Message Passing 1 N1 + 1 N2 X e∈E X i∈e ψe,− i # ¯x(1) (42) 17  − 1 N1 + 1 N2 X e∈E X j∈e ψe,− j   ˆx(2) j +

Reference 49

Resolution: verified exact; raw_fallback, observed 2026-08-07T14:34:42.484160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ed4a1481-b1ad-4592-9c72-0e838bb6e90c · outbound

This paper cites an unresolved cited work.

How Particle System Theory Enhances Hypergraph Message Passing Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:41.817848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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