Latest 15 Papers - September 09, 2024

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Time Series

Title	Date	Comment
Practical Forecasting of Cryptocoins Timeseries using Correlation Patterns	2024-09-05
A method to benchmark high-dimensional process drift detection	2024-09-05
VFLGAN-TS: Vertical Federated Learning-based Generative Adversarial Networks for Publication of Vertically Partitioned Time-Series Data	2024-09-05
TSFool: Crafting Highly-Imperceptible Adversarial Time Series through Multi-Objective Attack	2024-09-05	27th ... 27th European Conference on Artificial Intelligence (ECAI'24)
Digital Ecosystem for FAIR Time Series Data Management in Environmental System Science	2024-09-05
On the edge eigenvalues of the precision matrices of nonstationary autoregressive processes	2024-09-05
Interpretable mixture of experts for time series prediction under recurrent and non-recurrent conditions	2024-09-05
Ecosystem knowledge should replace coexistence and stability assumptions in ecological network modelling	2024-09-05
Application Research On Real-Time Perception Of Device Performance Status	2024-09-05
Cointegration test in time series analysis by global optimisation	2024-09-05
Prediction of COPD Using Machine Learning, Clinical Summary Notes, and Vital Signs	2024-09-05	11 pages, 5 figures
Explanation Space: A New Perspective into Time Series Interpretability	2024-09-05
Non-stationary and Sparsely-correlated Multi-output Gaussian Process with Spike-and-Slab Prior	2024-09-05
Penalized Subgrouping of Heterogeneous Time Series	2024-09-04
Likelihood estimation for stochastic differential equations with mixed effects	2024-09-04

Trajectory

Title	Date	Comment
Reinforcement Learning Approach to Optimizing Profilometric Sensor Trajectories for Surface Inspection	2024-09-05
Model Predictive Online Trajectory Planning for Adaptive Battery Discharging in Fuel Cell Vehicle	2024-09-05
MADiff: Motion-Aware Mamba Diffusion Models for Hand Trajectory Prediction on Egocentric Videos	2024-09-04
Understanding eGFR Trajectories and Kidney Function Decline via Large Multimodal Models	2024-09-04	This ... This preprint version includes corrections of typographical errors related to numerical values in Table 2, which were present in the version published at the BDH workshop in MIPR 2024. These corrections do not affect the overall conclusions of the study
Joint Pedestrian Trajectory Prediction through Posterior Sampling	2024-09-03
Snapshot: Towards Application-centered Models for Pedestrian Trajectory Prediction in Urban Traffic Environments	2024-09-03	8 Pages, 9 Figures
Distilling Knowledge for Short-to-Long Term Trajectory Prediction	2024-09-03	Accep... Accepted to IROS 2024
Terminal Soft Landing Guidance Law Using Analytic Gravity Turn Trajectory	2024-09-02
Fast and Certifiable Trajectory Optimization	2024-09-02
TRAM: Global Trajectory and Motion of 3D Humans from in-the-wild Videos	2024-09-02	The p... The project website: https://yufu-wang.github.io/tram4d/
Multi-scale Temporal Fusion Transformer for Incomplete Vehicle Trajectory Prediction	2024-09-02
TrajDeleter: Enabling Trajectory Forgetting in Offline Reinforcement Learning Agents	2024-09-02	Accep... Accepted at NDSS 2025. The presented document here is the full version of our paper
SITUATE: Indoor Human Trajectory Prediction through Geometric Features and Self-Supervised Vision Representation	2024-09-01	Accep... Accepted at the 27th International Conference on Pattern Recognition (ICPR 2024)
TrajWeaver: Trajectory Recovery with State Propagation Diffusion Model	2024-09-01	First... First submission, extended to 10 pages include ref
Roundabout Dilemma Zone Data Mining and Forecasting with Trajectory Prediction and Graph Neural Networks	2024-09-01

Graph Neural Networks

Title	Date	Comment
A Graph-based Adversarial Imitation Learning Framework for Reliable & Realtime Fleet Scheduling in Urban Air Mobility	2024-09-05	Prese... Presented at the AIAA Aviation Forum 2024
Large Scale Training of Graph Neural Networks for Optimal Markov-Chain Partitioning Using the Kemeny Constant	2024-09-05
Characterizing Massive Activations of Attention Mechanism in Graph Neural Networks	2024-09-05
Enhancing Graph Neural Networks with Limited Labeled Data by Actively Distilling Knowledge from Large Language Models	2024-09-04	10 pages, 3 Figures
Regional data-driven weather modeling with a global stretched-grid	2024-09-04
Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach	2024-09-04
GT-CausIn: a novel causal-based insight for traffic prediction	2024-09-04
CADGE: Context-Aware Dialogue Generation Enhanced with Graph-Structured Knowledge Aggregation	2024-09-04	Accep... Accepted by INLG 2024
Word and Phrase Features in Graph Convolutional Network for Automatic Question Classification	2024-09-04
NFARec: A Negative Feedback-Aware Recommender Model	2024-09-04	Accep... Accepted to SIGIR 2024
CaDRec: Contextualized and Debiased Recommender Model	2024-09-04	Accep... Accepted to SIGIR 2024
Liquid-Graph Time-Constant Network for Multi-Agent Systems Control	2024-09-04	arXiv... arXiv admin note: text overlap with arXiv:2305.19235
Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks	2024-09-04	ICML ... ICML 2024. Code available at https://github.com/haoyuli02/SymGNN
Do We Trust What They Say or What They Do? A Multimodal User Embedding Provides Personalized Explanations	2024-09-04
A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia	2024-09-03	Accep... Accepted at MICCAI 2024 International Workshop on Machine Learning in Clinical Neuroimaging (MLCN)