arXiv

Utility Under Attack: Agent Memory Poisoning and the Limits of Content Screening and Provenance Ranking

Persistent memory makes false information durable: once a false statement is stored, it can be retrieved into future ...

AI 聚合
2026-08-24
arXiv

Fine-Grain GPU Parallelization of the Generalized Partition Crossover for Large-Scale Traveling Salesman Problems

The Traveling Salesman Problem (TSP) is one of the most extensively studied NP-hard optimization problems. Genetic Al...

AI 聚合
2026-08-24
arXiv

Adapting Knowledge Graphs for Behavior Denoising in Sequential Recommendation

Sequential recommendation predicts the next item from a user's interaction history, but not every interaction is equa...

AI 聚合
2026-08-24
arXiv

EnSI-RAG: Entity-Structure-Indexed Retrieval-Augmented Generation for Long-Document Question Answering

Question answering (QA) over long, connected documents remains challenging because relevant evidence may span multipl...

AI 聚合
2026-08-24
arXiv

CLEAR: Continuous Latent Adapter Routing for Utility-Preserving LLM Safety Alignment

Improving the safety of large language models (LLMs) often comes at the expense of utility, as globally applied safet...

AI 聚合
2026-08-24
arXiv

AUSO: Action-Level Unified Skill Optimization from Internalization to Utilization

Skills play different roles as an agent's policy evolves: they should first provide learnable knowledge, then support...

AI 聚合
2026-08-24
arXiv

Re$^3$Cap: Retrieval-Guided Refinement for Image Captioning Enhancement via Reinforcement Learning

Reinforcement Learning (RL) has demonstrated significant gains in image captioning, yet it is still limited in encour...

AI 聚合
2026-08-24
arXiv

From Regulation to Implementation: A Critical Evaluation of LLM-Assisted Regulatory Compliance in Industry

The European Union (EU) has emerged as a leading regulatory body in the development of sustainability and privacy reg...

AI 聚合
2026-08-24
arXiv

Unified Branch-and-Bound Search for the Steiner Traveling Salesman Problem on Graphs of Convex Sets

We formalize the Steiner Traveling Salesman Problem (Steiner-TSP) on Graphs of Convex Sets (GCS), which seeks a minim...

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2026-08-24
arXiv

Anatomy-Informed Neural Networks: Encoding Anatomic Priors in Loss and Architecture, with an SE(3) Formulation of Guidewire-Induced Aortoiliac Deformation

Deep-learning models of anatomy can be numerically plausible yet anatomically impossible, and they generalize poorly ...

AI 聚合
2026-08-24
arXiv

TurboBias 2.0: Streaming Context-Biasing for Production-Efficient ASR Systems

Contextualization is essential for production automatic speech recognition (ASR) systems, where user-provided phrases...

AI 聚合
2026-08-24
arXiv

AI with Authority, from Application to Silicon

For sixty years, machine verification has been a major cost overhead, affordable only for exceptional artifacts. Here...

AI 聚合
2026-08-24
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