Latest 15 Papers - May 28, 2024

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Time Series

Title	Date	Comment
Anomalous Change Point Detection Using Probabilistic Predictive Coding	2024-05-24	Submi... Submitted to Machine Learning

Trajectory

Title	Date	Comment
Delving into the Trajectory Long-tail Distribution for Muti-object Tracking	2024-05-24	Accep... Accepted by CVPR 2024!
Language-Driven Interactive Traffic Trajectory Generation	2024-05-24
Trajectory-Based Multi-Objective Hyperparameter Optimization for Model Retraining	2024-05-24
Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and Beyond	2024-05-23
Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models	2024-05-23	Accep... Accepted at IEEE/CVF Computer Vision and Pattern Recognition Conference Workshops (CVPRW) 2024
Optimal Whole Body Trajectory Planning for Mobile Manipulators in Planetary Exploration and Construction	2024-05-23
Combining Constrained Diffusion Models and Numerical Solvers for Efficient and Robust Non-Convex Trajectory Optimization	2024-05-23
Trajectory Volatility for Out-of-Distribution Detection in Mathematical Reasoning	2024-05-22	27 pa... 27 pages, 6 figures, 12 tables
Safe and Personalizable Logical Guidance for Trajectory Planning of Autonomous Driving	2024-05-22	Submi... Submitted to ITSC 2024
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis	2024-05-22	Proje... Project Page: https://hyper-sd.github.io/
Automatic Camera Trajectory Control with Enhanced Immersion for Virtual Cinematography	2024-05-21
Enhancing Interaction Modeling with Agent Selection and Physical Methods for Trajectory Prediction	2024-05-21	code:... code:https://github.com/kkk00714/ASPILin
PLM4Traj: Cognizing Movement Patterns and Travel Purposes from Trajectories with Pre-trained Language Models	2024-05-21
Hacking Predictors Means Hacking Cars: Using Sensitivity Analysis to Identify Trajectory Prediction Vulnerabilities for Autonomous Driving Security	2024-05-20	10 pa... 10 pages, 5 figures, 1 tables
DREAM: Decentralized Real-time Asynchronous Probabilistic Trajectory Planning for Collision-free Multi-Robot Navigation in Cluttered Environments	2024-05-20	20 pa... 20 pages. arXiv admin note: substantial text overlap with arXiv:2302.12873

Graph Neural Networks

Title	Date	Comment
Rethinking Independent Cross-Entropy Loss For Graph-Structured Data	2024-05-24	20 pages, 4 figures
Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers	2024-05-24
SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing	2024-05-24	13 pages, 16 figures
CACL: Community-Aware Heterogeneous Graph Contrastive Learning for Social Media Bot Detection	2024-05-24	Accep... Accepted by ACL 2024 findings
ContourCraft: Learning to Resolve Intersections in Neural Multi-Garment Simulations	2024-05-24	Accep... Accepted for publication by SIGGRAPH 2024, conference track
E(n) Equivariant Topological Neural Networks	2024-05-24	32 pa... 32 pages, 11 figures, 8 tables
DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback	2024-05-24	Accep... Accepted by KDD 2024 Research Track
Cardinality Estimation on Hyper-relational Knowledge Graphs	2024-05-24
AGS-GNN: Attribute-guided Sampling for Graph Neural Networks	2024-05-24	The p... The paper has been accepted to KDD'24 in the research track
TrojanForge: Adversarial Hardware Trojan Examples with Reinforcement Learning	2024-05-24
Simulating the Air Quality Impact of Prescribed Fires Using Graph Neural Network-Based PM$_{2.5}$ Forecasts	2024-05-23	10 pa... 10 pages; multiple figures; matches version submitted to Environmental Data Science
Decidability of Graph Neural Networks via Logical Characterizations	2024-05-23
Message-Passing Monte Carlo: Generating low-discrepancy point sets via Graph Neural Networks	2024-05-23
Analysis of Atom-level pretraining with QM data for Graph Neural Networks Molecular property models	2024-05-23	6 pag... 6 pages + 10 Supplement Materials
Link Prediction with Relational Hypergraphs	2024-05-23