Resolving Oversmoothing with Opinion Dissensus | Paper Citation Record

Observation bfc100ea-cfad-40a5-8a3a-7f50655f857b · outbound

This paper cites Geometry-enhanced molecular representation learning for property prediction.

Resolving Oversmoothing with Opinion Dissensus Geometry-enhanced molecular representation learning for property prediction

Reference 1

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Observation 2795cb7b-4586-4a6b-8df1-80edcf735e56 · outbound

This paper cites Starling flock networks manage uncertainty in consensus at low cost.

Resolving Oversmoothing with Opinion Dissensus Starling flock networks manage uncertainty in consensus at low cost

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.718453Z

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Observation e30ceb14-da89-4338-b80d-93481e78bbb0 · outbound

This paper cites A latency-defined edge node placement scheme for opportunistic smart cities.

Resolving Oversmoothing with Opinion Dissensus A latency-defined edge node placement scheme for opportunistic smart cities

Reference 3

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Observation a9b8c2eb-b214-4bc1-84e0-3ecbb78b8b72 · outbound

This paper cites Graph convolutional neural networks for web-scale recommender systems.

Resolving Oversmoothing with Opinion Dissensus Graph convolutional neural networks for web-scale recommender systems

Reference 4

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Observation 9c663ab4-2e69-4bde-b067-df1d49047ba0 · outbound

This paper cites Molecular contrastive learning of representations via graph neural networks.

Resolving Oversmoothing with Opinion Dissensus Molecular contrastive learning of representations via graph neural networks

Reference 5

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Observation 74f57603-17db-4a0b-9e76-46c403ffc600 · outbound

This paper cites Prediction of protein–protein interaction using graph neural networks.

Resolving Oversmoothing with Opinion Dissensus Prediction of protein–protein interaction using graph neural networks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.739073Z

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Observation 4eaa404a-b251-4ee6-ae1b-26c5e97e776f · outbound

This paper cites Deeprank-gnn: a graph neural network framework to learn patterns in protein–protein interfaces.

Resolving Oversmoothing with Opinion Dissensus Deeprank-gnn: a graph neural network framework to learn patterns in protein–protein interfaces

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.743880Z

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Observation 02327d1b-fe8f-440f-a701-ba29eacee74a · outbound

This paper cites A graph placement methodology for fast chip design.

Resolving Oversmoothing with Opinion Dissensus A graph placement methodology for fast chip design

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.748323Z

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Observation c91d30e4-09ee-4697-a4ed-8275ab66a4c8 · outbound

This paper cites Deeper insights into graph convolutional networks for semi-supervised learning.

Resolving Oversmoothing with Opinion Dissensus Deeper insights into graph convolutional networks for semi-supervised learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.752668Z

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Observation 17c27ff3-07bf-430f-97ac-cbd49dc8b0c7 · outbound

This paper cites Graph Neural Networks Exponentially Lose Expressive Power for Node Classification.

Resolving Oversmoothing with Opinion Dissensus Graph Neural Networks Exponentially Lose Expressive Power for Node Classification

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.757042Z

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Observation f09bc8fb-60b9-4d3f-8f25-4cec48b2c8b5 · outbound

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

Resolving Oversmoothing with Opinion Dissensus Revisiting Graph Neural Networks: All We Have is Low-Pass Filters

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.763204Z

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Observation a95139ff-9a79-4009-929a-39a43955f238 · outbound

This paper cites Simple and deep graph convolutional networks.

Resolving Oversmoothing with Opinion Dissensus Simple and deep graph convolutional networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.767776Z

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Observation 7ad0537b-3047-4515-824d-72d8d43a85fd · outbound

This paper cites Towards deeper graph neural networks.

Resolving Oversmoothing with Opinion Dissensus Towards deeper graph neural networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.772092Z

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Observation 647ee64d-db83-4af0-9ffc-cfd17f39bead · outbound

This paper cites InInternational conference on machine learning, pages 6878–6917.

Resolving Oversmoothing with Opinion Dissensus InInternational conference on machine learning, pages 6878–6917

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.776305Z

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Observation 6a4d0841-e34f-4910-a412-8d13256bb1c3 · outbound

This paper cites PairNorm: Tackling Oversmoothing in GNNs.

Resolving Oversmoothing with Opinion Dissensus PairNorm: Tackling Oversmoothing in GNNs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.780517Z

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Observation 9b77112b-9252-4025-b061-6bc4a5cf1801 · outbound

This paper cites Towards deeper graph neural networks with differentiable group normalization.

Resolving Oversmoothing with Opinion Dissensus Towards deeper graph neural networks with differentiable group normalization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.786136Z

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Observation bc25cebf-95ee-475f-8e31-a218b51d4f48 · outbound

This paper cites Understanding and resolving performance degradation in deep graph convolutional networks.

Resolving Oversmoothing with Opinion Dissensus Understanding and resolving performance degradation in deep graph convolutional networks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.790454Z

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Observation 64b9f826-ce78-4f9c-abac-208753281850 · outbound

This paper cites Cluster-gcn: An efficient algorithm for training deep and large graph convolutional networks.

Resolving Oversmoothing with Opinion Dissensus Cluster-gcn: An efficient algorithm for training deep and large graph convolutional networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.795603Z

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Observation d7fb83a0-b749-485a-ab68-8493f039ca3c · outbound

This paper cites Mixhop: Higher-order graph convolutional architectures via sparsified neighborhood mixing.

Resolving Oversmoothing with Opinion Dissensus Mixhop: Higher-order graph convolutional architectures via sparsified neighborhood mixing

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.482632Z

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Observation 2bd85920-8f49-477a-8ff4-7c571f927aeb · outbound

This paper cites GraphSAINT: Graph Sampling Based Inductive Learning Method.

Resolving Oversmoothing with Opinion Dissensus GraphSAINT: Graph Sampling Based Inductive Learning Method

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.805046Z

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Observation 9edcc989-f84f-4741-bf4b-a8c2eed52a4d · outbound

This paper cites Adaptive Universal Generalized PageRank Graph Neural Network.

Resolving Oversmoothing with Opinion Dissensus Adaptive Universal Generalized PageRank Graph Neural Network

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.809778Z

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Observation 0cfde880-d6b6-41f3-942c-1dd25d94ab2e · outbound

This paper cites Beltrami flow and neural diffusion on graphs.

Resolving Oversmoothing with Opinion Dissensus Beltrami flow and neural diffusion on graphs

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.465528Z

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Observation 5a5dae01-b17b-429d-b5ea-bc3dc0b36908 · outbound

This paper cites Clifford Group Equivariant Simplicial Message Passing Networks.

Resolving Oversmoothing with Opinion Dissensus Clifford Group Equivariant Simplicial Message Passing Networks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.819245Z

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Observation 4023c853-53d9-44c2-a939-6988916899cd · outbound

This paper cites A generalized neural diffusion framework on graphs.

Resolving Oversmoothing with Opinion Dissensus A generalized neural diffusion framework on graphs

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.449768Z

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Observation 774bc073-ef7f-4995-884e-83e41acff324 · outbound

This paper cites Graph Neural Ordinary Differential Equations.

Resolving Oversmoothing with Opinion Dissensus Graph Neural Ordinary Differential Equations

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.828090Z

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Observation eee75488-1f6a-4e06-bb1d-b442056edfc5 · outbound

This paper cites Grand: Graph neural diffusion.

Resolving Oversmoothing with Opinion Dissensus Grand: Graph neural diffusion

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.433743Z

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Observation 931fc1a3-4f49-4f04-824f-c025a02db2fa · outbound

This paper cites Pde-gcn: Novel architectures for graph neural networks motivated by partial differential equations.

Resolving Oversmoothing with Opinion Dissensus Pde-gcn: Novel architectures for graph neural networks motivated by partial differential equations

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.419594Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1ea44700-e0ca-4ba6-8666-98aa1baf8b12 · outbound

This paper cites Nonlinear dynamics and chaos.

Resolving Oversmoothing with Opinion Dissensus Nonlinear dynamics and chaos

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.405211Z

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Observation 84196646-299b-43f7-b7f0-f1be2016c215 · outbound

This paper cites Discovering governing equations from data by sparse identification of nonlinear dynamical systems.

Resolving Oversmoothing with Opinion Dissensus Discovering governing equations from data by sparse identification of nonlinear dynamical systems

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.845875Z

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Observation e55e311e-c313-43e3-86fc-64ca3eaefc74 · outbound

This paper cites Output-only identification of self- excited systems using discrete-time lur’e models with application to a gas-turbine combustor.

Resolving Oversmoothing with Opinion Dissensus Output-only identification of self- excited systems using discrete-time lur’e models with application to a gas-turbine combustor

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.382027Z

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Observation c17201ee-98fd-49f6-8a23-c6865935e7a6 · outbound

This paper cites Output-only identi- fication of lur’e systems with hysteretic feedback nonlinearities.

Resolving Oversmoothing with Opinion Dissensus Output-only identi- fication of lur’e systems with hysteretic feedback nonlinearities

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.365416Z

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Observation d913c109-75c1-4b3e-896e-56af033ba171 · outbound

This paper cites Graph-coupled oscillator networks.

Resolving Oversmoothing with Opinion Dissensus Graph-coupled oscillator networks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.860138Z

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Observation da7b4a58-f86f-4778-9771-1852c96ac188 · outbound

This paper cites ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks.

Resolving Oversmoothing with Opinion Dissensus ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-09T21:29:28.619619Z

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Observation be891aba-55da-4395-b96c-cb9a700d41d0 · outbound

This paper cites From Continuous Dynamics to Graph Neural Networks: Neural Diffusion and Beyond.

Resolving Oversmoothing with Opinion Dissensus From Continuous Dynamics to Graph Neural Networks: Neural Diffusion and Beyond

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.869289Z

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Observation 9fb6f361-1539-4146-96df-e8f924a3586e · outbound

This paper cites Fast and flexible multiagent decision-making.

Resolving Oversmoothing with Opinion Dissensus Fast and flexible multiagent decision-making

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.341661Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ceb41b83-67d5-4867-ad38-8d5e1644568c · outbound

This paper cites Nonlinear opinion dynamics with tunable sensitivity.

Resolving Oversmoothing with Opinion Dissensus Nonlinear opinion dynamics with tunable sensitivity

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.326410Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9ad1a85b-0591-4b73-b274-9fae72767c6b · outbound

This paper cites On the number of linear regions of deep neural networks.

Resolving Oversmoothing with Opinion Dissensus On the number of linear regions of deep neural networks

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.311327Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c8ed424b-98fe-480f-857a-19420ebbc218 · outbound

This paper cites Deep learning.

Resolving Oversmoothing with Opinion Dissensus Deep learning

Reference 38

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Observation b9818c97-630e-45f3-b6df-d5b95666e21b · outbound

This paper cites A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks.

Resolving Oversmoothing with Opinion Dissensus A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.891714Z

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Observation 5d097e60-1330-47d0-933f-68aefe0ce044 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Resolving Oversmoothing with Opinion Dissensus Semi-Supervised Classification with Graph Convolutional Networks

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.896756Z

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Observation 482f5cb3-2d38-471f-a23a-73a18bad5838 · outbound

This paper cites Revisiting Over-smoothing in Deep GCNs.

Resolving Oversmoothing with Opinion Dissensus Revisiting Over-smoothing in Deep GCNs

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.901311Z

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Observation 74c8de23-b7b6-40c2-8aeb-71939af6f9ec · outbound

This paper cites Graph Attention Networks.

Resolving Oversmoothing with Opinion Dissensus Graph Attention Networks

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.906257Z

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Observation 4b5dacfd-8362-42b0-9bd4-195d03c09299 · outbound

This paper cites Demystifying oversmoothing in attention-based graph neural networks.

Resolving Oversmoothing with Opinion Dissensus Demystifying oversmoothing in attention-based graph neural networks

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.287741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6cf2c913-eb5d-42d7-8e7e-fc7513a46210 · outbound

This paper cites Understanding convolution on graphs via energies.

Resolving Oversmoothing with Opinion Dissensus Understanding convolution on graphs via energies

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.915677Z

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Observation bd28229d-bfcd-48cc-8c18-b767cbe808d1 · outbound

This paper cites Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph.

Resolving Oversmoothing with Opinion Dissensus Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-09T21:29:28.508889Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dfba2b76-076d-4f72-9634-4eac05036e8e · outbound

This paper cites Not too little, not too much: a theoretical analysis of graph (over) smoothing.

Resolving Oversmoothing with Opinion Dissensus Not too little, not too much: a theoretical analysis of graph (over) smoothing

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.272747Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4542c6e9-3ebb-4262-b33b-e393adad54ba · outbound

This paper cites Neural ordinary differential equations.

Resolving Oversmoothing with Opinion Dissensus Neural ordinary differential equations

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.929615Z

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Observation 5b2d5ca9-24c7-442f-9a2d-eb8d8b864710 · outbound

This paper cites Grand++: Graph neural diffusion with a source term.

Resolving Oversmoothing with Opinion Dissensus Grand++: Graph neural diffusion with a source term

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.249613Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4b1dc8eb-824c-4fae-99b3-20779ba9b68c · outbound

This paper cites Gread: Graph neural reaction-diffusion networks.

Resolving Oversmoothing with Opinion Dissensus Gread: Graph neural reaction-diffusion networks

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.235556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5c717ec6-1d45-4e53-a077-91f265df992e · outbound

This paper cites From coupled oscillators to graph neural networks: Reducing over-smoothing via a kuramoto model-based approach.

Resolving Oversmoothing with Opinion Dissensus From coupled oscillators to graph neural networks: Reducing over-smoothing via a kuramoto model-based approach

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.221048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 19c3c4fa-7c07-48d8-a9c8-fac9ed1fc7a8 · outbound

This paper cites Graph neural ricci flow: Evolving feature from a curvature perspective.

Resolving Oversmoothing with Opinion Dissensus Graph neural ricci flow: Evolving feature from a curvature perspective

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.207185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 72bf67ac-f88a-49d0-b36a-138f40a2f178 · outbound

This paper cites Lectures on network systems, volume 1.

Resolving Oversmoothing with Opinion Dissensus Lectures on network systems, volume 1

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.192782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f33221a8-c737-4387-b72d-87bb35b64688 · outbound

This paper cites Natural frames and interacting particles in three dimensions.

Resolving Oversmoothing with Opinion Dissensus Natural frames and interacting particles in three dimensions

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.178330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5fd8261c-7140-4a66-895a-337286111403 · outbound

This paper cites Coordinated control of an underwater glider fleet in an adaptive ocean sampling field experiment in monterey bay.

Resolving Oversmoothing with Opinion Dissensus Coordinated control of an underwater glider fleet in an adaptive ocean sampling field experiment in monterey bay

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.163679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0b1b42f9-5181-4139-8c67-8e42e5470d9b · outbound

This paper cites Collective motion, sensor networks, and ocean sampling.

Resolving Oversmoothing with Opinion Dissensus Collective motion, sensor networks, and ocean sampling

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.148006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b3d93279-6721-4c11-8347-a0e29ea75a40 · outbound

This paper cites Interaction ruling animal collective behavior depends on topological rather than metric distance: Evidence from a field study.

Resolving Oversmoothing with Opinion Dissensus Interaction ruling animal collective behavior depends on topological rather than metric distance: Evidence from a field study

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.133363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5b2c751b-77a2-42ab-9462-c83b31ea0bf1 · outbound

This paper cites Odnet: Opinion dynamics-inspired neural message passing for graphs and hypergraphs.Transactions on Machine Learning Research, 2024.

Resolving Oversmoothing with Opinion Dissensus Odnet: Opinion dynamics-inspired neural message passing for graphs and hypergraphs.Transactions on Machine Learning Research, 2024

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.118970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 079ca40c-0343-43aa-9c82-df7634333f38 · outbound

This paper cites Consensus problems on networks with antagonistic interactions.

Resolving Oversmoothing with Opinion Dissensus Consensus problems on networks with antagonistic interactions

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.104075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f0ac6e61-c44c-4590-a891-961baa778760 · outbound

This paper cites Biased assimilation, homophily, and the dynamics of polarization.

Resolving Oversmoothing with Opinion Dissensus Biased assimilation, homophily, and the dynamics of polarization

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.089830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0cc1551e-d991-4c6e-a694-73129edc428b · outbound

This paper cites Springer Science & Business Media, 2012.

Resolving Oversmoothing with Opinion Dissensus Springer Science & Business Media, 2012

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:27.988098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b95fec96-3a7e-4ddc-9caa-f1d87f31602b · outbound

This paper cites The nonlinear feedback dynamics of asymmetric political polarization.

Resolving Oversmoothing with Opinion Dissensus The nonlinear feedback dynamics of asymmetric political polarization

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.066504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1eb5fa15-1abc-419d-8c7a-46784788479e · outbound

This paper cites Active risk aversion in sis epidemics on networks.

Resolving Oversmoothing with Opinion Dissensus Active risk aversion in sis epidemics on networks

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.051853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 466c9eaf-e7c6-4821-b909-3dfe23c039d3 · outbound

This paper cites Opinion-driven risk perception and reaction in SIS epidemics.

Resolving Oversmoothing with Opinion Dissensus Opinion-driven risk perception and reaction in SIS epidemics

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.001349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af1716a5-9163-4606-ac88-262490ca1afc · outbound

This paper cites Opinion dynamics for decentralized decision-making in a robot swarm.

Resolving Oversmoothing with Opinion Dissensus Opinion dynamics for decentralized decision-making in a robot swarm

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.037966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6b7f280d-4277-44fa-9acf-e68de7546f3f · outbound

This paper cites Behavior-Inspired Neural Networks for Relational Inference.

Resolving Oversmoothing with Opinion Dissensus Behavior-Inspired Neural Networks for Relational Inference

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.010734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f41e553-3104-467d-8911-9f347b3586e5 · outbound

This paper cites Neural message passing for quantum chemistry.

Resolving Oversmoothing with Opinion Dissensus Neural message passing for quantum chemistry

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.015812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 118c5610-37cf-4c97-a86c-74b054c6dba1 · outbound

This paper cites A Survey on Oversmoothing in Graph Neural Networks.

Resolving Oversmoothing with Opinion Dissensus A Survey on Oversmoothing in Graph Neural Networks

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.020175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 282fb88e-e8cc-431c-9f79-4e3a6e6af4e8 · outbound

This paper cites Continuous graph neural networks.

Resolving Oversmoothing with Opinion Dissensus Continuous graph neural networks

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:29.015599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7c1dd11d-f251-450a-be81-7e53bbfc13bf · outbound

This paper cites A Note on Over-Smoothing for Graph Neural Networks.

Resolving Oversmoothing with Opinion Dissensus A Note on Over-Smoothing for Graph Neural Networks

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.029182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37be1723-af6a-46a1-a646-e1d07d378194 · outbound

This paper cites Reaching a consensus.

Resolving Oversmoothing with Opinion Dissensus Reaching a consensus

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.034300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90f43340-cc6b-415f-a53b-a12b081fb941 · outbound

This paper cites an unresolved cited work.

Resolving Oversmoothing with Opinion Dissensus Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:29:28.991673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9bee0713-195d-442f-bde4-683ded0b1520 · outbound

This paper cites On convergence rate of weighted-averaging dynamics for consensus problems.

Resolving Oversmoothing with Opinion Dissensus On convergence rate of weighted-averaging dynamics for consensus problems

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.977691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eb61b131-b08e-4428-92e6-0f6b8c747884 · outbound

This paper cites Information flow and cooperative control of vehicle formations.

Resolving Oversmoothing with Opinion Dissensus Information flow and cooperative control of vehicle formations

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.963433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5d0cf567-9e4b-41c2-aba6-07d406d485c3 · outbound

This paper cites Convergence in multiagent coordination, consensus, and flocking.

Resolving Oversmoothing with Opinion Dissensus Convergence in multiagent coordination, consensus, and flocking

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.948959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 288e1128-2fa4-42a0-bb2a-f8782a53b66b · outbound

This paper cites Proactive opinion- driven robot navigation around human movers.

Resolving Oversmoothing with Opinion Dissensus Proactive opinion- driven robot navigation around human movers

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.933612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d4b087d7-c175-41ab-8e1b-2f283a2fdc1c · outbound

This paper cites Simplifying graph convolutional networks.

Resolving Oversmoothing with Opinion Dissensus Simplifying graph convolutional networks

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.059664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d04bf323-9c9e-48cb-9666-f2f95e98621b · outbound

This paper cites Dissecting the diffusion process in linear graph convolutional networks.

Resolving Oversmoothing with Opinion Dissensus Dissecting the diffusion process in linear graph convolutional networks

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.910037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7be01041-2889-464a-ba2a-6b5cb4296860 · outbound

This paper cites Graph Neural Convection-Diffusion with Heterophily.

Resolving Oversmoothing with Opinion Dissensus Graph Neural Convection-Diffusion with Heterophily

Reference 78

Resolution: verified exact; local_arxiv, observed 2026-08-09T21:29:28.427794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 29f7ea65-85c3-48fd-a2ae-3930ba45f87c · outbound

This paper cites Feature Transportation Improves Graph Neural Networks.

Resolving Oversmoothing with Opinion Dissensus Feature Transportation Improves Graph Neural Networks

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.073260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 089cbd12-284e-45a9-8d6c-611c92da7706 · outbound

This paper cites On the difficulty of training recurrent neural networks.

Resolving Oversmoothing with Opinion Dissensus On the difficulty of training recurrent neural networks

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.078400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6b286c3-ddba-4491-8275-dbf932c3964f · outbound

This paper cites A convergence analysis of gradient descent on graph neural networks.

Resolving Oversmoothing with Opinion Dissensus A convergence analysis of gradient descent on graph neural networks

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.885614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f67d3d3e-6ce5-4ce5-bb6e-7885642f4a76 · outbound

This paper cites On vanishing gradients, over- smoothing, and over-squashing in gnns: Bridging recurrent and graph learning.

Resolving Oversmoothing with Opinion Dissensus On vanishing gradients, over- smoothing, and over-squashing in gnns: Bridging recurrent and graph learning

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.088211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 822887e8-d40b-43c5-885a-cfbeca37f151 · outbound

This paper cites Beyond low-frequency information in graph convolutional networks.

Resolving Oversmoothing with Opinion Dissensus Beyond low-frequency information in graph convolutional networks

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.871190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 606131b2-2f0c-459f-be5c-9a5436149ec4 · outbound

This paper cites Analyzing the expressive power of graph neural networks in a spectral perspective.

Resolving Oversmoothing with Opinion Dissensus Analyzing the expressive power of graph neural networks in a spectral perspective

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.855513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0698c5e3-464f-44e7-a632-5efa632b275f · outbound

This paper cites Automating the construction of internet portals with machine learning.

Resolving Oversmoothing with Opinion Dissensus Automating the construction of internet portals with machine learning

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.101216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05118520-343d-41f6-a985-964db3dc6a91 · outbound

This paper cites Collective classification in network data.

Resolving Oversmoothing with Opinion Dissensus Collective classification in network data

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.106020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa65370-8800-4c2c-af04-50dc3a2fa23b · outbound

This paper cites Query-driven active surveying for collective classification.

Resolving Oversmoothing with Opinion Dissensus Query-driven active surveying for collective classification

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.822499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 02c662f4-2587-421f-add5-6843c8e9753a · outbound

This paper cites Pitfalls of Graph Neural Network Evaluation.

Resolving Oversmoothing with Opinion Dissensus Pitfalls of Graph Neural Network Evaluation

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.115138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc13a07c-e88a-4276-890c-73df866e3dce · outbound

This paper cites Learning to extract symbolic knowledge from the world wide web.AAAI/IAAI, 3(3.6):2, 1998.

Resolving Oversmoothing with Opinion Dissensus Learning to extract symbolic knowledge from the world wide web.AAAI/IAAI, 3(3.6):2, 1998

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.807892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8020a674-b598-4423-969a-dfdb435430ad · outbound

This paper cites Open graph benchmark: Datasets for machine learning on graphs.

Resolving Oversmoothing with Opinion Dissensus Open graph benchmark: Datasets for machine learning on graphs

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.124424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cedf3e25-f1c9-4ebe-8839-260c508a2deb · outbound

This paper cites Matrix differential calculus with applications in statistics and econometrics.

Resolving Oversmoothing with Opinion Dissensus Matrix differential calculus with applications in statistics and econometrics

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.783601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4c33e68c-bea4-4f7a-8719-d52d01b831f6 · outbound

This paper cites Systems of differential equations that are competitive or cooperative ii: Convergence almost everywhere.

Resolving Oversmoothing with Opinion Dissensus Systems of differential equations that are competitive or cooperative ii: Convergence almost everywhere

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.767276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6ec29272-e4c2-4f88-b227-0ea824e59a7c · outbound

This paper cites Image-based recommendations on styles and substitutes.

Resolving Oversmoothing with Opinion Dissensus Image-based recommendations on styles and substitutes

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.137939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39e45667-0539-4cb0-af99-8d7fcb6defa7 · outbound

This paper cites Diffusion-convolutional neural networks.

Resolving Oversmoothing with Opinion Dissensus Diffusion-convolutional neural networks

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:29:28.742623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c3782279-124e-4144-8e52-45cf2f0fc219 · outbound

This paper cites Tune: A Research Platform for Distributed Model Selection and Training.

Resolving Oversmoothing with Opinion Dissensus Tune: A Research Platform for Distributed Model Selection and Training

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-09T21:29:28.147348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers