Latest 15 Papers - July 16, 2024

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Time Series

Title	Date	Comment
OmniSat: Self-Supervised Modality Fusion for Earth Observation	2024-07-12
Tail-robust factor modelling of vector and tensor time series in high dimensions	2024-07-12
Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding	2024-07-12	16 pa... 16 pages, Conference, Accepted by ICML 2024
Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification	2024-07-12	20 pages, 11 figures
Early Classification of Time Series: Taxonomy and Benchmark	2024-07-12
Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based Approach	2024-07-12	Revis... Revised version. Added references and baselines. Corrected typos. Added discussion section and Appendix A, B and C
Accelerating Time Series Analysis via Processing using Non-Volatile Memories	2024-07-12	Publi... Published in IEEE Access, 2024, volume 12
ImageFlowNet: Forecasting Multiscale Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images	2024-07-12	Fixed... Fixed some typos. Merged multibib
Parameter inference from a non-stationary unknown process	2024-07-12
Loss Shaping Constraints for Long-Term Time Series Forecasting	2024-07-11
Sensor-Aware Classifiers for Energy-Efficient Time Series Applications on IoT Devices	2024-07-11
FAR-Trans: An Investment Dataset for Financial Asset Recommendation	2024-07-11	Accep... Accepted at the IJCAI-2024 Workshop on Recommender Systems in Finance (Fin-RecSys)
Large Pre-trained time series models for cross-domain Time series analysis tasks	2024-07-11	16 pa... 16 pages, 5 Figures, 4 Tables
Toto: Time Series Optimized Transformer for Observability	2024-07-11
Information matrix test for normality of innovations in stationary time series models	2024-07-11

Trajectory

Title	Date	Comment
Towards Personalised Patient Risk Prediction Using Temporal Hospital Data Trajectories	2024-07-12
FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder	2024-07-12	2023 ... 2023 IEEE 98th Vehicular Technology Conference
Any-point Trajectory Modeling for Policy Learning	2024-07-12	18 pages, 15 figures
Fast and Accurate Multi-Agent Trajectory Prediction For Crowded Unknown Scenes	2024-07-12
ImageFlowNet: Forecasting Multiscale Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images	2024-07-12	Fixed... Fixed some typos. Merged multibib
Adaptive Human Trajectory Prediction via Latent Corridors	2024-07-12	Accep... Accepted to ECCV 2024. Project website can be found at https://neerja.me/atp_latent_corridors/
Using iterated local alignment to aggregate trajectory data into a traffic flow map	2024-07-11
Multi-Path Long-Term Vessel Trajectories Forecasting with Probabilistic Feature Fusion for Problem Shifting	2024-07-10
Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents	2024-07-10	Accep... Accepted to ACL 2024 Main Conference; Camera Ready
The Hybrid Extended Bicycle: A Simple Model for High Dynamic Vehicle Trajectory Planning	2024-07-10
Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectory	2024-07-10	ECCV2... ECCV2024. Code is available at https://github.com/SensenGao/VLPTransferAttack
CATP: Context-Aware Trajectory Prediction with Competition Symbiosis	2024-07-10
Proactive Eavesdropping in Relay Systems via Trajectory and Power Optimization	2024-07-10	14 pa... 14 pages, 8 figures, submitted to IEEE Journal for review
What's Wrong with the Absolute Trajectory Error?	2024-07-09
Trajectory Data Mining and Trip Travel Time Prediction on Specific Roads	2024-07-09	N/A

Graph Neural Networks

Title	Date	Comment
The $μ\mathcal{G}$ Language for Programming Graph Neural Networks	2024-07-12
A Perspective on Foundation Models for the Electric Power Grid	2024-07-12	Lead ... Lead contact: H.F.H.; Major equal contributors: H.F.H., T.B., B.G., L.S.A.M., A.P., A.V., J.W.; Significant equal contributors: J.B., A.B.M., S.C., I.F., B.H., R.J., K.K., V.M., F.M., M.D.M., O.R., H.S., L.X., E.S.Y., A.Z.; Other equal contributors: A.J.B., R.J.B., B.P.B., J.S., S.S
The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited	2024-07-12	19 pages, 10 figures
Graph Neural Network Causal Explanation via Neural Causal Models	2024-07-12
Logical Characterizations of Recurrent Graph Neural Networks with Reals and Floats	2024-07-12
GNN with Model-based RL for Multi-agent Systems	2024-07-12
Conformal Inductive Graph Neural Networks	2024-07-12	Publi... Published as a conference paper at ICLR 2024
SlideGCD: Slide-based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification	2024-07-12	Submi... Submitted to MICCAI-2024
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification	2024-07-12	9 pag... 9 pages, 2 figures, Accepted by IJCAI2024
Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective	2024-07-12	Accepted by KDD 2024
Deep Inverse Design for High-Level Synthesis	2024-07-11
Neural Bipartite Matching	2024-07-11
Robust Generalization of Graph Neural Networks for Carrier Scheduling	2024-07-11	15 Pa... 15 Pages, 12 Figures. Pre-print, under review
Improving Molecular Modeling with Geometric GNNs: an Empirical Study	2024-07-11
SparseRadNet: Sparse Perception Neural Network on Subsampled Radar Data	2024-07-11	18 pa... 18 pages, 4 figures, 5 tables