Skip to content

Latest 15 Papers - February 11, 2026 #517

@github-actions

Description

@github-actions

Please check the Github page for a better reading experience and more papers.

Time Series

Title Date Comment
ShapeCond: Fast Shapelet-Guided Dataset Condensation for Time Series Classification 2026-02-09
Code ...

Code at: https://github.com/lunaaa95/ShapeCond

StretchTime: Adaptive Time Series Forecasting via Symplectic Attention 2026-02-09
When do neural ordinary differential equations generalize on complex networks? 2026-02-09
AnomSeer: Reinforcing Multimodal LLMs to Reason for Time-Series Anomaly Detection 2026-02-09 Preprint
Reducing Aleatoric and Epistemic Uncertainty through Multi-modal Data Acquisition 2026-02-09
TS-Arena -- A Live Forecast Pre-Registration Platform 2026-02-09
FreqLens: Interpretable Frequency Attribution for Time Series Forecasting 2026-02-09
AIRS-Bench: a Suite of Tasks for Frontier AI Research Science Agents 2026-02-09
49 pa...

49 pages, 14 figures, 10 tables

LEFT: Learnable Fusion of Tri-view Tokens for Unsupervised Time Series Anomaly Detection 2026-02-09
MMTS-BENCH: A Comprehensive Benchmark for Time Series Understanding and Reasoning 2026-02-09
Approximate Cartesian Tree Matching with Substitutions 2026-02-09
Full ...

Full version of a work to appear in the proceedings of STACS 2026

Low Rank Transformer for Multivariate Time Series Anomaly Detection and Localization 2026-02-09
FLAME: Flow Enhanced Legendre Memory Models for General Time Series Forecasting 2026-02-09
Disentangled Parameter-Efficient Linear Model for Long-Term Time Series Forecasting 2026-02-09
Accep...

Accepted by DASFAA 2026. (Submitted Manuscript Version)

Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction 2026-02-09
Accep...

Accepted at NeurIPS 2025

Trajectory

Title Date Comment
Dexterous Manipulation Policies from RGB Human Videos via 4D Hand-Object Trajectory Reconstruction 2026-02-09
Beyond Quantity: Trajectory Diversity Scaling for Code Agents 2026-02-09
Mimic Intent, Not Just Trajectories 2026-02-09 Under review
Trajectory Stitching for Solving Inverse Problems with Flow-Based Models 2026-02-09
CLEAR: A Knowledge-Centric Vessel Trajectory Analysis Platform 2026-02-09
4 pag...

4 pages, and 5 Figures

Human-Like Trajectories Generation via Receding Horizon Tracking Applied to the TickTacking Interface 2026-02-09
Post-Collision Trajectory Restoration for a Single-track Ackermann Vehicle using Heuristic Steering and Tractive Force Functions 2026-02-09 10 pages, 6 figures
Is Flow Matching Just Trajectory Replay for Sequential Data? 2026-02-09 51 pages
Learning-based Initialization of Trajectory Optimization for Path-following Problems of Redundant Manipulators 2026-02-09
Accep...

Accepted at ICRA 2023. Project page: https://sgvr.kaist.ac.kr/~msyoon/papers/ICRA23_RLITG/

GeoGen: A Two-stage Coarse-to-Fine Framework for Fine-grained Synthetic Location-based Social Network Trajectory Generation 2026-02-08
R-Stitch: Dynamic Trajectory Stitching for Efficient Reasoning 2026-02-08
Trajectory-Aware Multi-RIS Activation and Configuration: A Riemannian Diffusion Method 2026-02-08
SPOT: Spatio-Temporal Obstacle-free Trajectory Planning for UAVs in an Unknown Dynamic Environment 2026-02-08
Accep...

Accepted for publication at ICRA 2026

Unified Biomolecular Trajectory Generation via Pretrained Variational Bridge 2026-02-07
The F...

The Fourteenth International Conference on Learning Representations (ICLR 2026)

RAPiD: Real-time Deterministic Trajectory Planning via Diffusion Behavior Priors for Safe and Efficient Autonomous Driving 2026-02-07

Graph Neural Networks

Title Date Comment
Rethinking Graph Generalization through the Lens of Sharpness-Aware Minimization 2026-02-09
A Graphop Analysis of Graph Neural Networks on Sparse Graphs: Generalization and Universal Approximation 2026-02-09
HoGS: Homophily-Oriented Graph Synthesis for Local Differentially Private GNN Training 2026-02-09
On the Expressive Power of GNNs for Boolean Satisfiability 2026-02-09
Accep...

Accepted at ICLR 2026

Decoupling and Damping: Structurally-Regularized Gradient Matching for Multimodal Graph Condensation 2026-02-09
12pag...

12pages,7 figures,8 tables

Enhancing Genetic Algorithms with Graph Neural Networks: A Timetabling Case Study 2026-02-09
Paper...

Paper accepted to the International Conference on Applications of Evolutionary Computation (EvoApplications) 2026

TFMLinker: Universal Link Predictor by Graph In-Context Learning with Tabular Foundation Models 2026-02-09
Is Meta-Path Attention an Explanation? Evidence of Alignment and Decoupling in Heterogeneous GNNs 2026-02-09
Efficient Graph Knowledge Distillation from GNNs to Kolmogorov--Arnold Networks via Self-Attention Dynamic Sampling 2026-02-09
Geometric Reasoning in the Embedding Space 2026-02-08
Weak to Strong: VLM-Based Pseudo-Labeling as a Weakly Supervised Training Strategy in Multimodal Video-based Hidden Emotion Understanding Tasks 2026-02-08
Graph-Enhanced Deep Reinforcement Learning for Multi-Objective Unrelated Parallel Machine Scheduling 2026-02-08
11 pa...

11 pages, 2 figures, Winter Simulation Conference (WSC) 2025

PhysDrape: Learning Explicit Forces and Collision Constraints for Physically Realistic Garment Draping 2026-02-08
Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex 2026-02-08 26 pages, 4 figures
Learning Geometric-Aware Quadrature Rules for Functional Minimization 2026-02-08 17 pages, 5 figures

Metadata

Metadata

Assignees

No one assigned

    Labels

    documentationImprovements or additions to documentation

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions