PortAgent: LLM-driven Vehicle Dispatching Agent for Port Terminals
arXiv:2512.14417v1 Announce Type: new Abstract: Vehicle Dispatching Systems (VDSs) are critical to the operational efficiency of Automated Container Terminals (ACTs).…
Sparse Multi-Modal Transformer with Masking for Alzheimer’s Disease Classification
arXiv:2512.14491v1 Announce Type: new Abstract: Transformer-based multi-modal intelligent systems often suffer from high computational and energy costs due to dense…
HydroGEM: A Self Supervised Zero Shot Hybrid TCN Transformer Foundation Model for Continental Scale Streamflow Quality Control
arXiv:2512.14106v1 Announce Type: new Abstract: Real-time streamflow monitoring networks generate millions of observations annually, yet maintaining data quality across thousands…
Efficient Adaptive Rejection Sampling for Accelerating Speculative Decoding in Large Language Models
arXiv:2512.13194v2 Announce Type: replace-cross Abstract: Speculative Decoding is a prominent technique for accelerating the autoregressive inference of large language models…
From YOLO to VLMs: Advancing Zero-Shot and Few-Shot Detection of Wastewater Treatment Plants Using Satellite Imagery in MENA Region
arXiv:2512.14312v1 Announce Type: cross Abstract: In regions of the Middle East and North Africa (MENA), there is a high demand…
Semantic Mismatch and Perceptual Degradation: A New Perspective on Image Editing Immunity
arXiv:2512.14320v1 Announce Type: cross Abstract: Text-guided image editing via diffusion models, while powerful, raises significant concerns about misuse, motivating efforts…
Non-Resolution Reasoning (NRR): A Computational Framework for Contextual Identity and Ambiguity Preservation
arXiv:2512.13478v2 Announce Type: replace-cross Abstract: Current artificial intelligence systems, despite remarkable capabilities in text generation and pattern recognition, exhibit a…
Leveraging LLMs for Structured Data Extraction from Unstructured Patient Records
arXiv:2512.13700v1 Announce Type: new Abstract: Manual chart review remains an extremely time-consuming and resource-intensive component of clinical research, requiring experts…
A Monad-Based Clause Architecture for Artificial Age Score (AAS) in Large Language Models
arXiv:2512.11835v1 Announce Type: new Abstract: Large language models (LLMs) are often deployed as powerful yet opaque systems, leaving open how…
Cooperative Retrieval-Augmented Generation for Question Answering: Mutual Information Exchange and Ranking by Contrasting Layers
arXiv:2512.10422v2 Announce Type: replace-cross Abstract: Since large language models (LLMs) have a tendency to generate factually inaccurate output, retrieval-augmented generation…