General-Science
Continual Learning of Domain Knowledge from Human Feedback in Text-to-SQL
Convergence of Multiagent Learning Systems for Traffic control
Enhanced Water Leak Detection with Convolutional Neural Networks and One-Class Support Vector Machine
Environment-Aware Transfer Reinforcement Learning for Sustainable Beam Selection
GroupRank: A Groupwise Reranking Paradigm Driven by Reinforcement Learning
Lightweight Time Series Data Valuation on Time Series Foundation Models via In-Context Finetuning
On the Probabilistic Learnability of Compact Neural Network Preimage Bounds
What-If Decision Support for Product Line Extension Using Conditional Deep Generative Models
EcoSpa: Efficient Transformer Training with Coupled Sparsity
Leibniz's Monadology as Foundation for the Artificial Age Score: A Formal Architecture for Al Memory Evaluation
Towards Fine-Grained Code-Switch Speech Translation with Semantic Space Alignment
EduAgentQG: A Multi-Agent Workflow Framework for Personalized Question Generation
Secure Autonomous Agent Payments: Verifying Authenticity and Intent in a Trustless Environment
Characterizing and Understanding Energy Footprint and Efficiency of Small Language Model on Edges
Evaluating LLM Understanding via Structured Tabular Decision Simulations
Global Feature Enhancing and Fusion Framework for Strain Gauge Time Series Classification
MedFedPure: A Medical Federated Framework with MAE-based Detection and Diffusion Purification for Inference-Time Attacks
Mixture-of-Schedulers: An Adaptive Scheduling Agent as a Learned Router for Expert Policies
Predicting Grain Growth in Polycrystalline Materials Using Deep Learning Time Series Models
SA-EMO: Structure-Aligned Encoder Mixture of Operators for Generalizable Full-waveform Inversion
Toward Better Generalization in Few-Shot Learning through the Meta-Component Combination
TT-Edge: A Hardware-Software Co-Design for Energy-Efficient Tensor-Train Decomposition on Edge AI