Latest 15 Papers - July 10, 2024

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Time Series

Title	Date	Comment
Time Series Dataset for Modeling and Forecasting of $N_2O$ in Wastewater Treatment	2024-07-08	10 pa... 10 pages, 4 figures. This publication accompanies the Mendeley dataset available at this URL (version 1): https://data.mendeley.com/datasets/xmbxhscgpr/1
Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks	2024-07-08	38 pages
Analysis and Predictive Modeling of Solar Coronal Holes Using Computer Vision and LSTM Networks	2024-07-08	Accep... Accepted to the first joint European Space Agency SPAICE Conference 2024
Dynamic Matrix Factor Models for High Dimensional Time Series	2024-07-08
Spatial-Temporal Large Language Model for Traffic Prediction	2024-07-07	Accep... Accepted by MDM 2024 (Research Track)
Liquid Resistance Liquid Capacitance Networks	2024-07-07
$\textbf{S}^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting	2024-07-07
CAV-AD: A Robust Framework for Detection of Anomalous Data and Malicious Sensors in CAV Networks	2024-07-07
Data Mining of Telematics Data: Unveiling the Hidden Patterns in Driving Behaviour	2024-07-07
Wastewater Treatment Plant Data for Nutrient Removal System	2024-07-07	Data Paper
Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data	2024-07-07	Engin... Engineering Applications of Artificial Intelligence 130, 107719
Inference for Non-Stationary Heavy Tailed Time Series	2024-07-07	44 pa... 44 pages, 3 figures and 9 tables
A Generalized Transformer-based Radio Link Failure Prediction Framework in 5G RANs	2024-07-06
A Novel Bifurcation Method for Observation Perturbation Attacks on Reinforcement Learning Agents: Load Altering Attacks on a Cyber Physical Power System	2024-07-06	12 pages, 5 figures
WindowMixer: Intra-Window and Inter-Window Modeling for Time Series Forecasting	2024-07-06	We ha... We have found some errors in the paper, involving inaccurate data, and therefore request to withdraw the manuscript

Trajectory

Title	Date	Comment
MapsTP: HD Map Images Based Multimodal Trajectory Prediction for Automated Vehicles	2024-07-08	Accep... Accepted for publication at th 26th Irish Machine Vision and Image Processing Conference, 2024
MSTF: Multiscale Transformer for Incomplete Trajectory Prediction	2024-07-08
An open-source framework for data-driven trajectory extraction from AIS data -- the $α$-method	2024-07-05
A Data Model and Predicate Logic for Trajectory Data (Extended Version)	2024-07-03	Exten... Extended version of the ADBIS 2024 paper with the same title
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles	2024-07-03
Fast maneuver recovery from aerial observation: trajectory clustering and outliers rejection	2024-07-03
PWTO: A Heuristic Approach for Trajectory Optimization in Complex Terrains	2024-07-03
ImageFlowNet: Forecasting Multiscale Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images	2024-07-02	Inclu... Included reference to codebase. Added acknowledgements
TrAME: Trajectory-Anchored Multi-View Editing for Text-Guided 3D Gaussian Splatting Manipulation	2024-07-02
Trajectory Tracking for UAVs: An Interpolating Control Approach	2024-07-02	7 pag... 7 pages, submitted to MMAR2024 conference
E.T. the Exceptional Trajectories: Text-to-camera-trajectory generation with character awareness	2024-07-01	ECCV ... ECCV 2024. Project page: https://www.lix.polytechnique.fr/vista/projects/2024_et_courant/
AdaFold: Adapting Folding Trajectories of Cloths via Feedback-loop Manipulation	2024-07-01	8 pag... 8 pages, 6 figures, 5 tables. Currently under review
UAV Trajectory Planning with Path Processing	2024-07-01	6 pag... 6 pages, submitted to ICARCV2024 conference
Small Aerial Target Detection for Airborne Infrared Detection Systems using LightGBM and Trajectory Constraints	2024-07-01	15 pages,10 figures
SemanticFormer: Holistic and Semantic Traffic Scene Representation for Trajectory Prediction using Knowledge Graphs	2024-07-01	8 pag... 8 pages, 7 figures, has been accepted for publication in the IEEE Robotics and Automation Letters (RA-L)

Graph Neural Networks

Title	Date	Comment
VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG	2024-07-08	Accepted by ECCV2024
On the Topology Awareness and Generalization Performance of Graph Neural Networks	2024-07-08
Learning Dynamics from Multicellular Graphs with Deep Neural Networks	2024-07-08
Holistically-Nested Structure-Aware Graph Neural Network for Road Extraction	2024-07-08
Graph Reasoning Networks	2024-07-08	Prese... Presented at the workshop on graphs and more complex structures for learning and reasoning at AAAI 2022
On the Completeness of Invariant Geometric Deep Learning Models	2024-07-08
Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum	2024-07-08
Graph Attention with Random Rewiring	2024-07-08
SSP-GNN: Learning to Track via Bilevel Optimization	2024-07-08
MEEG and AT-DGNN: Advancing EEG Emotion Recognition with Music and Graph Learning	2024-07-08
Foundations and Frontiers of Graph Learning Theory	2024-07-08	35pag... 35pages,273references. Github link: https://github.com/minehly/awesome-paper-for-graph-learning-theory
Neural SPH: Improved Neural Modeling of Lagrangian Fluid Dynamics	2024-07-07	Accep... Accepted at the 41st International Conference on Machine Learning (ICML 2024). Project website: https://arturtoshev.github.io/neural-sph-blog/
Open Ad Hoc Teamwork with Cooperative Game Theory	2024-07-07	Publi... Published at ICML 2024, 29 pages. Fixed a writing typo in the statement of Theorem 2
PICA: Physics-Integrated Clothed Avatar	2024-07-07	Proje... Project page: https://ustc3dv.github.io/PICA/
Vulnerability-Hunter: An Adaptive Feature Perception Attention Network for Smart Contract Vulnerabilities	2024-07-07