ArXiv TLDR

Ke Xu

6 papers ยท Latest:

Neural & Evolutionary Computing

Leveraging Non-Equilibrium ECRAM Dynamics for Short-Term Plasticity in Neuromorphic Circuits

This paper leverages non-equilibrium ECRAM dynamics to efficiently implement short-term plasticity and temporal computation in neuromorphic circuits.

2605.11243
Computer Vision

SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation

SCOPE is a framework that uses structured decomposition and conditional skill orchestration to maintain semantic commitments for complex text-to-image generation.

2605.08043
Cryptography & Security

AFL-ICP: Enhancing Industrial Control Protocol Reliability via Specification-Guided Fuzzing

AFL-ICP is a novel specification-guided fuzzer that uses LLMs to enhance the reliability of Industrial Control Protocols by detecting deep semantic vulnerabilities.

2605.04760

UVMarvel: an Automated LLM-aided UVM Machine for Subsystem-level RTL Verification

UVMarvel automates UVM testbench creation for subsystem-level RTL verification using LLMs, significantly boosting efficiency and coverage.

2605.04704
Cryptography & Security

AgentWard: A Lifecycle Security Architecture for Autonomous AI Agents

AgentWard is a lifecycle security architecture for autonomous AI agents, providing defense-in-depth across five stages to prevent threat propagation.

2604.24657
Artificial Intelligence

From Reactive to Proactive: Assessing the Proactivity of Voice Agents via ProVoice-Bench

ProVoice-Bench evaluates proactive voice agents with novel tasks, revealing key gaps in current multimodal LLMs.

2604.15037

๐Ÿ“ฌ Weekly AI Paper Digest

Get the top 10 AI/ML arXiv papers from the week โ€” summarized, scored, and delivered to your inbox every Monday.