Latest 15 Papers - August 29, 2024

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Time Series

Title	Date	Comment
Assessing Lower Limb Strength using Internet-of-Things Enabled Chair	2024-08-27	12 Pages
Time Series Analysis for Education: Methods, Applications, and Future Directions	2024-08-27	24 pa... 24 pages, 3 figures, 6 tables, project page: see https://github.com/ai-for-edu/time-series-analysis-for-education
Estimating optical vegetation indices and biophysical variables for temperate forests with Sentinel-1 SAR data using machine learning techniques: A case study for Czechia	2024-08-27	Revis... Revised version of the preprint, based on comments from the reviewers. Full research article. 23 pages, 10 figures, 7 tables
Interactive dense pixel visualizations for time series and model attribution explanations	2024-08-27	5 pag... 5 pages, 2 figures, accepted at MLVIS 2023
Periodicity in New York State COVID-19 Hospitalizations Leveraged from the Variable Bandpass Periodic Block Bootstrap	2024-08-27	14 pages, 6 figures
User-level Social Multimedia Traffic Anomaly Detection with Meta-Learning	2024-08-27	To Be Submitted
Adversarial Attacks and Defenses in Multivariate Time-Series Forecasting for Smart and Connected Infrastructures	2024-08-27	17 pages, 32 figures
Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network	2024-08-27	This ... This work is published in the research track of KDD 2024
Model-Free Unsupervised Anomaly detection framework in multivariate time-series of industrial dynamical systems	2024-08-27	25 pa... 25 pages, 2 tables, 12 figures, 1 appendix
Improving Water Quality Time-Series Prediction in Hong Kong using Sentinel-2 MSI Data and Google Earth Engine Cloud Computing	2024-08-27
Channel-wise Influence: Estimating Data Influence for Multivariate Time Series	2024-08-27
Training-Free Time-Series Anomaly Detection: Leveraging Image Foundation Models	2024-08-27
Co-factor analysis of citation networks	2024-08-26
Bayesian functional data analysis in astronomy	2024-08-26	9 pag... 9 pages, 2 figures; for the Proceedings of the 43rd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering
Consistent diffusion matrix estimation from population time series	2024-08-26	22 pages, 5 figures

Trajectory

Title	Date	Comment
Geometric Artifact Correction for Symmetric Multi-Linear Trajectory CT: Theory, Method, and Generalization	2024-08-27	15 pages, 10 figures
Structured Deep Neural Networks-Based Backstepping Trajectory Tracking Control for Lagrangian Systems	2024-08-27
Fixed-time Disturbance Observer-Based MPC Robust Trajectory Tracking Control of Quadrotor	2024-08-27
Probabilistic Visibility-Aware Trajectory Planning for Target Tracking in Cluttered Environments	2024-08-27	A tec... A technical report for our conference paper in 2024 American Control Conference (ACC)
Tora: Trajectory-oriented Diffusion Transformer for Video Generation	2024-08-27
Can Optimization Trajectories Explain Multi-Task Transfer?	2024-08-26	Pre-print
Collision-Free Trajectory Optimization in Cluttered Environments Using Sums-of-Squares Programming	2024-08-26
Improving Out-of-Distribution Generalization of Trajectory Prediction for Autonomous Driving via Polynomial Representations	2024-08-26
SSL-Interactions: Pretext Tasks for Interactive Trajectory Prediction	2024-08-26	Accep... Accepted at IV-2024. 13 pages, 5 figures
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks	2024-08-26
Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints	2024-08-25
Analysis of Indistinguishable Trajectories of a Nonholonomic Vehicle Subject to Range Measurements	2024-08-24	12 pa... 12 pages, 7 figures, This article has been accepted for publication in IEEE Transactions on Automatic Control (2024). content may change prior to final publication
Multi-finger Manipulation via Trajectory Optimization with Differentiable Rolling and Geometric Constraints	2024-08-23
A New Perspective to Fish Trajectory Imputation: A Methodology for Spatiotemporal Modeling of Acoustically Tagged Fish Data	2024-08-23
An open-source framework for data-driven trajectory extraction from AIS data -- the $α$-method	2024-08-23

Graph Neural Networks

Title	Date	Comment
SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration	2024-08-27	12 pa... 12 pages, 18 figures. arXiv admin note: text overlap with arXiv:2404.04792
Earth Observation Satellite Scheduling with Graph Neural Networks	2024-08-27	Accep... Accepted at 17th European Workshop on Reinforcement Learning (EWRL 2024)
Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learning	2024-08-27	Paper... Paper Accepted at Workshop on Robustness of Few-shot and Zero-shot Learning in Foundation Models at NeurIPS 2023
Dr.E Bridges Graphs with Large Language Models through Words	2024-08-27
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey	2024-08-27
GNN: Graph Neural Network and Large Language Model for Data Discovery	2024-08-27
Vertical Federated Graph Neural Network for Recommender System	2024-08-27	17 pages, 9 figures
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold	2024-08-26
Improved Uncertainty Estimation of Graph Neural Network Potentials Using Engineered Latent Space Distances	2024-08-26
Efficient Model-Stealing Attacks Against Inductive Graph Neural Networks	2024-08-26	Accep... Accepted at ECAI - 27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE
Graph-SCP: Accelerating Set Cover Problems with Graph Neural Networks	2024-08-26
Graph Reinforcement Learning for Power Grids: A Comprehensive Survey	2024-08-26
Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks	2024-08-26
HGPROMPT: Bridging Homogeneous and Heterogeneous Graphs for Few-shot Prompt Learning	2024-08-26	AAAI2024 main track
Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs	2024-08-26	Accep... Accepted by IEEE TKDE. Extension of "GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks". arXiv admin note: substantial text overlap with arXiv:2302.08043