arXiv
The History Is the Detector: Executing CVE Patch History, End-to-End
Public vulnerability databases collect rich information about known software flaws, including their weakness types, a...
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arXiv
Does Your Agent's Memory Survive a Model Upgrade? A Controlled Study of Memory Portability
Model upgrades are routine; memory migrations are not. An agent can keep the same memory store and still forget: a ne...
arXiv
Who Should Grade My Work? Student Perspectives on Transparent AI-Assisted Writing Assessment in Higher Education
The integration of GenAI tools into higher education assessment raises important questions about how students underst...
arXiv
Design Docs Are All You Need: An AI-native Machine-Learning Performance Tool
Machine-learning performance modeling is a uniquely hostile terrain for long-lived software: the assumptions baked in...
arXiv
When LLM Decompilers Recompile More and Preserve Less
Decompilation recovers high-level source from compiled machine code and serves as a foundation for security tasks suc...
arXiv
CUA-Universe: A Scalable and Dynamic Environment for Hybrid GUI+CLI Agents
Computer-use agents have advanced on benchmarks like OSWorld and AndroidWorld, but still act mostly through the GUI, ...
arXiv
What Matters, When? Diagnosing and Improving Conditional Visual Grounding in Visuomotor Imitation Policies
Visuomotor imitation policies can achieve high performance under in-distribution visual conditions yet fail when visu...
arXiv
Molecular Déjà Vu: Digit-Level Retrieval of Published Values in Frontier Language Models
Large language models (LLMs) are increasingly evaluated on molecular property benchmarks, but accuracy cannot disting...
arXiv
Reflection-aware Generative Novel View Synthesis
We propose Ref-GeNVS, a training-free, reflection-aware method for generative novel view synthesis (NVS) in mirror sc...
arXiv
Necessary or Sufficient? Evaluating LLM Explanations With Behavioural Evidence
LLM decision components that can operate within agent workflows often produce action-relevant recommendations or judg...
arXiv
Multi-Step Tool-Calling over Korean Open Public APIs: A Benchmark and a Data-Synthesis Recipe
Data-sovereignty regulations increasingly require public institutions to deploy open-source, on-premise LLM agents th...
arXiv
A Deep Generative Model for Synthesizing Labeled Wireless Signals
Wireless signals with position-related labels are pivotal for both performance evaluation and model training in the r...