Cover Image

DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bhaskar, Dhananjay, Sun, Xingzhi, Zhang, Yanlei, Xu, Charles, Afrasiyabi, Arman, Viswanath, Siddharth, Fasina, Oluwadamilola, Nickel, Maximilian, Wolf, Guy, Perlmutter, Michael, Krishnaswamy, Smita
Format:	Preprint
Published:	2023
Subjects:	Machine Learning Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

BrainDyn: A Sheaf Neural ODE for Generative Brain Dynamics
by: Viswanath, Siddharth, et al.
Published: (2026)

Convergence of Manifold Filter-Combine Networks
by: Johnson, David R., et al.
Published: (2024)

Principal Curvatures Estimation with Applications to Single Cell Data
by: Zhang, Yanlei, et al.
Published: (2025)

MIOFlow 2.0: A unified framework for inferring cellular stochastic dynamics from single cell and spatial transcriptomics data
by: Sun, Xingzhi, et al.
Published: (2026)

The Manifold Scattering Transform for High-Dimensional Point Cloud Data
by: Chew, Joyce, et al.
Published: (2022)

Hierarchical paraproducts
by: Fasina, Oluwadamilola
Published: (2026)

Quasilinearization with regularizing tensor paraproducts
by: Fasina, Oluwadamilola
Published: (2025)

D-tensor paraproducts and its caricatures
by: Fasina, Oluwadamilola
Published: (2025)

Looking through the mind's eye via multimodal encoder-decoder networks
by: Afrasiyabi, Arman, et al.
Published: (2024)

Hyperedge Representations with Hypergraph Wavelets: Applications to Spatial Transcriptomics
by: Sun, Xingzhi, et al.
Published: (2024)

Manifold Filter-Combine Networks
by: Johnson, David R., et al.
Published: (2023)

VDW-GNNs: Vector diffusion wavelets for geometric graph neural networks
by: Johnson, David R., et al.
Published: (2025)

HiPoNet: A Multi-View Simplicial Complex Network for High Dimensional Point-Cloud and Single-Cell Data
by: Viswanath, Siddharth, et al.
Published: (2025)

Latent Representation Learning for Multimodal Brain Activity Translation
by: Afrasiyabi, Arman, et al.
Published: (2024)

Message Passing for Track-Before-Detect
by: Liang, Mingchao, et al.
Published: (2025)

Distributed Memory Approximate Message Passing
by: Lu, Jun, et al.
Published: (2024)

SlepNet: Spectral Subgraph Representation Learning for Neural Dynamics
by: Viswanath, Siddharth, et al.
Published: (2025)

BLIS-Net: Classifying and Analyzing Signals on Graphs
by: Xu, Charles, et al.
Published: (2023)

Clutter Tracking using Variational Message Passing
by: Westerkam, Anders Malthe, et al.
Published: (2025)

Graph Signal Adaptive Message Passing
by: Yan, Yi, et al.
Published: (2024)

Hybrid Vector Message Passing for Generalized Bilinear Factorization
by: Jiang, Hao, et al.
Published: (2024)

Waveform-domain NOMA: An Enabler for ISAC in Uplink Transmission
by: Zhu, Jialiang, et al.
Published: (2025)

Regularized Approximate Message Passing for Overloaded Discrete Linear Inversion
by: Shrestha, Shreesal, et al.
Published: (2026)

Complex Approximate Message Passing with Non-separable Denoising
by: Kunde, Vishnu Teja, et al.
Published: (2026)

A Unified Framework for Adaptive Waveform Processing in Next Generation Wireless Networks
by: Arous, Abdelali, et al.
Published: (2025)

Message Passing Based Demodulation of the Time-Encoded Digital Modulation Signal
by: Xu, Yuan, et al.
Published: (2025)

Approximate Message Passing for Multi-Preamble Detection in OTFS Random Access
by: Mirri, Alessandro, et al.
Published: (2025)

Iterative Equalization of CPM With Unitary Approximate Message Passing
by: Liu, Zilong, et al.
Published: (2024)

Analysis of Cross-Domain Message Passing for OTFS Transmissions
by: Chong, Ruoxi, et al.
Published: (2024)

Hypergraph-MLP: Learning on Hypergraphs without Message Passing
by: Tang, Bohan, et al.
Published: (2023)

Rethinking Waveform for 6G: Harnessing Delay-Doppler Alignment Modulation
by: Xiao, Zhiqiang, et al.
Published: (2024)

Rethinking Next-Generation Signal Waveform: Integration of Orthogonality and Non-Orthogonality
by: Xu, Tongyang, et al.
Published: (2026)

Training-Free Message Passing for Learning on Hypergraphs
by: Tang, Bohan, et al.
Published: (2024)

Message Passing based Parameter Estimation in Cooperative MIMO-OFDM ISAC Systems
by: Lv, Xiaohan, et al.
Published: (2026)

ProtSCAPE: Mapping the landscape of protein conformations in molecular dynamics
by: Viswanath, Siddharth, et al.
Published: (2024)

Approximating Univariate Factored Distributions via Message-Passing Algorithms
by: Zhao, Zilu, et al.
Published: (2026)

Message Passing-Based 9-D Cooperative Localization and Navigation with Embedded Particle Flow
by: Wielandner, Lukas, et al.
Published: (2023)

Large-Scale Bayesian Tensor Reconstruction: An Approximate Message Passing Solution
by: Cheng, Bingyang, et al.
Published: (2025)

Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks
by: Taraday, Mitchell Keren, et al.
Published: (2024)

Coded Many-User Multiple Access via Approximate Message Passing
by: Liu, Xiaoqi, et al.
Published: (2024)