Latest 15 Papers - November 18, 2024

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Time Series

Title	Date	Comment
Volume-Preserving Transformers for Learning Time Series Data with Structure	2024-11-14	Will ... Will be published as part of "Cemracs Proceedings 2023" (status: accepted)
Approximate Probabilistic Inference forTime-Series Data A Robust Latent Gaussian Model With Temporal Awareness	2024-11-14
dynamite: An R Package for Dynamic Multivariate Panel Models	2024-11-14
Recurrent Neural Goodness-of-Fit Test for Time Series	2024-11-14	27 pages, 4 figures
Optimisation Strategies for Ensuring Fairness in Machine Learning: With and Without Demographics	2024-11-13	PhD t... PhD thesis. arXiv admin note: text overlap with arXiv:2310.11407
Information Need in Metaverse Recordings -- A Field Study	2024-11-13	12 pa... 12 pages, 3 Figures, 8 Tables
Transformer-based Time-Series Biomarker Discovery for COPD Diagnosis	2024-11-13	Accep... Accepted as a workshop paper to NeurIPS 2024
AstroM$^3$: A self-supervised multimodal model for astronomy	2024-11-13
Locally Private Sampling with Public Data	2024-11-13
Accelerating Quasi-Static Time Series Simulations with Foundation Models	2024-11-13	Equal... Equal contributors: A.P. and F.M.; Lead contact: A.P
Single-grasp deformable object discrimination: the effect of gripper morphology, sensing modalities, and action parameters	2024-11-13	13 pages, 8 figures
Quantifying Qualitative Insights: Leveraging LLMs to Market Predict	2024-11-13	7 pages, 4 figures
CLaSP: Learning Concepts for Time-Series Signals from Natural Language Supervision	2024-11-13
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective	2024-11-13	Accep... Accepted by NeurIPS 2024
Retrieval Augmented Time Series Forecasting	2024-11-12

Trajectory

Title	Date	Comment
Enhancing Maritime Trajectory Forecasting via H3 Index and Causal Language Modelling (CLM)	2024-11-14	28 pages, 18 figures
Integrated Precoder and Trajectory Design for MIMO UAV-Assisted Relay System With Finite-Alphabet Inputs	2024-11-13
DiVR: incorporating context from diverse VR scenes for human trajectory prediction	2024-11-13
Efficient Trajectory Generation in 3D Environments with Multi-Level Map Construction	2024-11-13
In-Trajectory Inverse Reinforcement Learning: Learn Incrementally Before An Ongoing Trajectory Terminates	2024-11-12
UniTE: A Survey and Unified Pipeline for Pre-training Spatiotemporal Trajectory Embeddings	2024-11-12
Cross-Domain Transfer Learning using Attention Latent Features for Multi-Agent Trajectory Prediction	2024-11-12	Accep... Accepted at the IEEE International Conference on Systems, Man, and Cybernetics 2024
Tracing the Roots: Leveraging Temporal Dynamics in Diffusion Trajectories for Origin Attribution	2024-11-12
'Explaining RL Decisions with Trajectories': A Reproducibility Study	2024-11-11
Quadrotor Trajectory Tracking Using Linear and Nonlinear Model Predictive Control	2024-11-11	In Vi... In Vietnamese language, in the 25th National Conference on Electronics, Communications and Information Technology (REV-ECIT 2022), Hanoi, Vietnam
$\mathsf{QuITO}$ $\textsf{v.2}$: Trajectory Optimization with Uniform Error Guarantees under Path Constraints	2024-11-11	Submi... Submitted; 42 pages, comments are welcome
Time-delayed Dynamic Mode Decomposition for families of periodic trajectories in Cislunar Space	2024-11-10	arXiv... arXiv admin note: text overlap with arXiv:2401.13784
*[RRT Based Optimal Trajectory Generation with Linear Temporal Logic Specifications under Kinodynamic Constraints](http://arxiv.org/abs/2411.06219v1)**	2024-11-09
Online Omnidirectional Jumping Trajectory Planning for Quadrupedal Robots on Uneven Terrains	2024-11-09	Submitted to IJRR
TranSPORTmer: A Holistic Approach to Trajectory Understanding in Multi-Agent Sports	2024-11-09	Accep... Accepted to ACCV 2024

Graph Neural Networks

Title	Date	Comment
CSI Transfer From Sub-6G to mmWave: Reduced-Overhead Multi-User Hybrid Beamforming	2024-11-14	Accep... Accepted by IEEE JSAC NGAT
Graph Neural Networks and Differential Equations: A hybrid approach for data assimilation of fluid flows	2024-11-14
Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures	2024-11-14	9 pag... 9 pages, 2 figures, 5 tables
Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting	2024-11-14
Neural Graph Simulator for Complex Systems	2024-11-14
Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning	2024-11-13	Accep... Accepted to DATE 2025
Predictive Visuo-Tactile Interactive Perception Framework for Object Properties Inference	2024-11-13
Flow reconstruction in time-varying geometries using graph neural networks	2024-11-13
ScaleNet: Scale Invariance Learning in Directed Graphs	2024-11-13	Scale... Scale invariance in node classification is demonstrated and applied in graph transformation to develop ScaleNet, which achieves state-of-the-art performance on both homophilic and heterophilic directed graphs
Gaussian Mixture Models Based Augmentation Enhances GNN Generalization	2024-11-13
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation	2024-11-13	Under... Under review as a conference paper at ICLR 2025
Graph Neural Networks in Supply Chain Analytics and Optimization: Concepts, Perspectives, Dataset and Benchmarks	2024-11-13	27 Pa... 27 Pages. Extended journal version of SupplyGraph (arXiv:2401.15299). In Review
DM4Steal: Diffusion Model For Link Stealing Attack On Graph Neural Networks	2024-11-13	We fo... We found that there were critical problems in our paper, and we needed to redo the experiment, which was incomplete
A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis	2024-11-13
Federated Graph Learning with Graphless Clients	2024-11-13	Accep... Accepted by Transactions on Machine Learning Research (TMLR)