Latest 15 Papers - July 05, 2024

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Time Series

Title	Date	Comment
Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data	2024-07-03	6 pag... 6 pages, 4 figures. LatinX in AI Workshop @ ICML 2023 Camera Ready
Multiple-Resolution Tokenization for Time Series Forecasting with an Application to Pricing	2024-07-03
Fredformer: Frequency Debiased Transformer for Time Series Forecasting	2024-07-03	This ... This paper has been accepted by SIGKDD2024
Membership Inference Attacks Against Time-Series Models	2024-07-03	16 pages
A Self-Supervised Task for Fault Detection in Satellite Multivariate Time Series	2024-07-03	SPAIC... SPAICE: AI in and for Space, 2024
Large Scale Hierarchical Industrial Demand Time-Series Forecasting incorporating Sparsity	2024-07-02	Accepted at KDD 2024
Learning Graph Structures and Uncertainty for Accurate and Calibrated Time-series Forecasting	2024-07-02
ImageFlowNet: Forecasting Multiscale Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images	2024-07-02	Inclu... Included reference to codebase. Added acknowledgements
Rediscovering Bottom-Up: Effective Forecasting in Temporal Hierarchies	2024-07-02
Diffusion Models for Tabular Data Imputation and Synthetic Data Generation	2024-07-02	25 pa... 25 pages, 7 figures, 6 tables
SiamTST: A Novel Representation Learning Framework for Enhanced Multivariate Time Series Forecasting applied to Telco Networks	2024-07-02	14 pa... 14 pages, 3 figures, public codebase
Dynamically Maintaining the Persistent Homology of Time Series	2024-07-02	Corre... Corrected the statement and proof of Theorem 5.2; added a missing edge-case to the anti-cancellation algorithm
Improved Genetic Algorithm Based on Greedy and Simulated Annealing Ideas for Vascular Robot Ordering Strategy	2024-07-02	17 pages
Automated Knowledge Graph Learning in Industrial Processes	2024-07-02
On the asymptotics of extremal lp-blocks cluster inference	2024-07-02

Trajectory

Title	Date	Comment
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)
Beyond Human Preferences: Exploring Reinforcement Learning Trajectory Evaluation and Improvement through LLMs	2024-07-01	accep... accepted by IJCAI 2024 GAAMAL
Identifying User Goals from UI Trajectories	2024-06-30
A Fast Online Omnidirectional Quadrupedal Jumping Framework Via Virtual-Model Control and Minimum Jerk Trajectory Generation	2024-06-30	IROS2... IROS2024 paper,7 pages,8 figures

Graph Neural Networks

Title	Date	Comment
MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI	2024-07-03	18 pages
Foundations and Frontiers of Graph Learning Theory	2024-07-03	36pag... 36pages,273references
Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness	2024-07-03	Publi... Published in ${2}^{nd}$ AdvML Frontiers workshop at ${40}^{th}$ International Conference on Machine Learning (ICML)
One Fits All: Learning Fair Graph Neural Networks for Various Sensitive Attributes	2024-07-03	Accepted by KDD 2024
SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Network	2024-07-03
DyGPrompt: Learning Feature and Time Prompts on Dynamic Graphs	2024-07-03	Under review
Holistically-Nested Structure-Aware Graph Neural Network for Road Extraction	2024-07-02
On the Robustness of Graph Reduction Against GNN Backdoor	2024-07-02
Structure-Aware Consensus Network on Graphs with Few Labeled Nodes	2024-07-02	under review
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detection	2024-07-02	Accep... Accepted by IEEE Transactions on Computational Social Systems(TCSS). DOI: https://doi.org/10.1109/TCSS.2024.3403503
CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling	2024-07-02
HC-GLAD: Dual Hyperbolic Contrastive Learning for Unsupervised Graph-Level Anomaly Detection	2024-07-02
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function	2024-07-02
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks	2024-07-02	Accepted in KDD2024
FIMP: Foundation Model-Informed Message Passing for Graph Neural Networks	2024-07-01	16 pa... 16 pages (12 + 4 pages appendix). 5 figures and 4 tables