Cover Image

HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Besta, Maciej, Catarino, Afonso Claudino, Gianinazzi, Lukas, Blach, Nils, Nyczyk, Piotr, Niewiadomski, Hubert, Hoefler, Torsten
Format:	Preprint
Published:	2023
Subjects:	Machine Learning Social and Information Networks
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Graph of Thoughts: Solving Elaborate Problems with Large Language Models
by: Besta, Maciej, et al.
Published: (2023)

Demystifying Higher-Order Graph Neural Networks
by: Besta, Maciej, et al.
Published: (2024)

GraphSeek: Next-Generation Graph Analytics with LLMs
by: Besta, Maciej, et al.
Published: (2026)

Demystifying Chains, Trees, and Graphs of Thoughts
by: Besta, Maciej, et al.
Published: (2024)

Higher-Order Graph Databases
by: Besta, Maciej, et al.
Published: (2025)

Affordable AI Assistants with Knowledge Graph of Thoughts
by: Besta, Maciej, et al.
Published: (2025)

Low-Depth Spatial Tree Algorithms
by: Baumann, Yves, et al.
Published: (2024)

Multi-Head RAG: Solving Multi-Aspect Problems with LLMs
by: Besta, Maciej, et al.
Published: (2024)

Benchmarking Filtered Approximate Nearest Neighbor Search Algorithms on Transformer-based Embedding Vectors
by: Iff, Patrick, et al.
Published: (2025)

CheckEmbed: Effective Verification of LLM Solutions to Open-Ended Tasks
by: Besta, Maciej, et al.
Published: (2024)

PolarStar: Expanding the Scalability Horizon of Diameter-3 Networks
by: Lakhotia, Kartik, et al.
Published: (2023)

Psychologically Enhanced AI Agents
by: Besta, Maciej, et al.
Published: (2025)

FoldedHexaTorus: An Inter-Chiplet Interconnect Topology for Chiplet-based Systems using Organic and Glass Substrates
by: Iff, Patrick, et al.
Published: (2025)

SpaDA: A Spatial Dataflow Architecture Programming Language
by: Gianinazzi, Lukas, et al.
Published: (2025)

Reasoning Language Models: A Blueprint
by: Besta, Maciej, et al.
Published: (2025)

Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication
by: Gianinazzi, Lukas, et al.
Published: (2024)

Hardware Acceleration for Knowledge Graph Processing: Challenges & Recent Developments
by: Besta, Maciej, et al.
Published: (2024)

Near-Optimal Wafer-Scale Reduce
by: Luczynski, Piotr, et al.
Published: (2024)

PlaceIT: Placement-based Inter-Chiplet Interconnect Topologies
by: Iff, Patrick, et al.
Published: (2025)

Network Design for Wafer-Scale Systems with Wafer-on-Wafer Hybrid Bonding
by: Iff, Patrick, et al.
Published: (2026)

DiffDA: a Diffusion Model for Weather-scale Data Assimilation
by: Huang, Langwen, et al.
Published: (2024)

Spritz: Path-Aware Load Balancing in Low-Diameter Networks
by: Bonato, Tommaso, et al.
Published: (2026)

RapidChiplet: A Toolchain for Rapid Design Space Exploration of Chiplet Architectures
by: Iff, Patrick, et al.
Published: (2023)

High Performance Unstructured SpMM Computation Using Tensor Cores
by: Okanovic, Patrik, et al.
Published: (2024)

EvalNet: A Practical Toolchain for Generation and Analysis of Extreme-Scale Interconnects
by: Besta, Maciej, et al.
Published: (2021)

A High-Performance Design, Implementation, Deployment, and Evaluation of The Slim Fly Network
by: Blach, Nils, et al.
Published: (2023)

Boosting Multitask Learning on Graphs through Higher-Order Task Affinities
by: Li, Dongyue, et al.
Published: (2023)

Group Probability Decoding of Turbo Product Codes over Higher-Order Fields
by: Rapp, Lukas, et al.
Published: (2025)

Higher-Order Networks Representation and Learning: A Survey
by: Tian, Hao, et al.
Published: (2024)

Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering
by: Rybak, Piotr, et al.
Published: (2023)

DyG2Vec: Efficient Representation Learning for Dynamic Graphs
by: Alomrani, Mohammad Ali, et al.
Published: (2022)

Opinion Dynamics Incorporating Higher-Order Interactions
by: Zhang, Zuobai, et al.
Published: (2021)

Neighborhood Overlap-Aware High-Order Graph Neural Network for Dynamic Graph Learning
by: Wang, Ling
Published: (2025)

Learning Multi-Order Block Structure in Higher-Order Networks
by: Nakajima, Kazuki, et al.
Published: (2025)

An Attention‐Driven Graph Transformer With Nonlinear Modeling and Neuro‐Fuzzy Fusion for High‐Order Toxic Molecular Graph Learning
by: Phu Pham
Published: (2026)

Higher-Order Staircase Codes
by: Shehadeh, Mohannad, et al.
Published: (2023)

The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm
by: Chen, Jiale, et al.
Published: (2025)

Thinking (Higher Order) Skills.
by: Callison, Daniel
Published: (2002)

Cooperative Learning on Promoting Creative Thinking and Mathematical Creativity in Higher Education
by: Paula Catarino
Published: (2019)

Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs
by: Eddin, Ahmad Naser, et al.
Published: (2024)