💾 CPU Caching - emschwartz · Scour

When Choices Become Risks: Safety Failures of Large Language Models under Multiple-Choice Constraints 🛡️AI Safety

On the Rejection Criterion for Proxy-based Test-time Alignment 🚩CTF Writeups

SafeAnchor: Preventing Cumulative Safety Erosion in Continual Domain Adaptation of Large Language Models 🛡️AI Safety

Evolutionary Negative Module Pruning for Better LoRA Merging 🧠LLM Inference

Demystifying the unreasonable effectiveness of online alignment methods 🔍Vector Search Algorithms

Spec2Cov: An Agentic Framework for Code Coverage Closure of Digital Hardware Designs 💻Coding Agents

CGCMA: Conditionally-Gated Cross-Modal Attention for Event-Conditioned Asynchronous Fusion 🧠LLM Inference

An Empirical Study of Multi-Generation Sampling for Jailbreak Detection in Large Language Models 🔤Tokenization

Guardrails in Logit Space: Safety Token Regularization for LLM Alignment 🛡️AI Safety

Self-Improving Tabular Language Models via Iterative Group Alignment 📊Vector Databases

Towards Robust Endogenous Reasoning: Unifying Drift Adaptation in Non-Stationary Tuning 🧠LLM Inference

WISV: Wireless-Informed Semantic Verification for Distributed Speculative Decoding in Device-Edge LLM Inference 🧠LLM Inference

A Systematic Study of Training-Free Methods for Trustworthy Large Language Models 🧠LLM Inference

Concept-wise Attention for Fine-grained Concept Bottleneck Models 🧠LLM Inference

Dual Alignment Between Language Model Layers and Human Sentence Processing 🔤Tokenization

Cat-DPO: Category-Adaptive Safety Alignment 🛡️AI Safety

S2H-DPO: Hardness-Aware Preference Optimization for Vision-Language Models 📊Embeddings

Bridging the Gap between User Intent and LLM: A Requirement Alignment Approach for Code Generation 🪄Prompt Engineering

SaFeR-Steer: Evolving Multi-Turn MLLMs via Synthetic Bootstrapping and Feedback Dynamics 🛡️AI Safety

Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries 🛡️AI Safety

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