Time to Reason: Scalable Neurosymbolic Learning for LTLf via Fuzzy Semantics
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ER-KANs: Efficient and Robust Kolmogorov-Arnold Networks for Data-Scarce Scientific Machi…
Prompting is not enough: supervised baselines and leakage control for measuring shared de…
HiPHI: A Large-Scale Benchmark for High-Precision Human Motion and Object-Interaction
Skill Blocks: How Should an Agent Load Its Skill? A Caching-Correct Comparison of Pre-loa…
NebulaVLA: A Dual-Frequency Vision-Language-Action Model With Guide Action for Robotic Ma…
A Two-Stage Learning PINN Approach for Solving the Inverse Problem of the 1D Porous Mediu…
Large language models as synthetic clinical experts to inform longitudinal rare-disease m…
Characterising cardiac tissue properties with graph neural networks
Personalized Auto-Research: Towards a True AI Co-Scientist
Beyond Thresholds: A Quality-Aware Decision Intelligence Framework for Cold Chain IoT Sys…
When AI Rewrites, Classifiers Relax: Uncertainty-Aware Sentiment Analysis on Sarcastic an…
LENS: In-Context Search via Latent Evidence Exploration over Dynamic Raw Documents
Incoherent by Design? On the Moral Self-Consistency of LLMs
Mitigating Rubric Interference in LLM Judges via On-Policy Self-Distillation
Do Assessment Instruments Measure the Same Thing for Humans and LLMs? A Latent Structure …
MUSE: An Interactive Meta-Agent for Understanding and Steering LLM-powered Data Science S…
Ask to Be Sure: Informative Interactions for Confident Multi-Turn LLM Recommendation
Decentralized Federated Learning for Heterogeneous Multi-Task Semantic Communication
Temporal Graph Prototype-conditioned Conformal Prediction for Fraud Detection
RagGAD: Rationale-Aware Conditional Gaussian Mixture Normalizing Flow for Unsupervised Gr…
From Sequence to Structure: Relational Uncertainty Propagation for LLM Agents
LLMs Get Smarter from Targeted Synthetic Multilingual Data
NumerosityVLM: A Cognitively Inspired Benchmark for Interpreting Numerosity Representatio…
MistyPilot: Enabling Social-Robot Control through Multi-Agent LLM Skill Orchestration
GATTA: Graph Active Learning with Test-Time Augmentation
MetaReason: Precise Interleaved Multimodal Reasoning via Editing Meta Information for Sol…
Beyond Direct Access: Resource Hijacking in LLM Agents
Hierarchical Agentic Incident Response with Digital-Twin-Validated Attack Inference
Low-Rank Dynamics-Effective Latent Carriers for Counterfactual Rollout in Learned World M…