🤖 LLMs - lwshang · Scour

Alignment Defends LLMs from Property Inference Attacks

🤖AI Academic

Defense Against Prompt Inversion Attacks: An Information-Theoretic Approach for LLM Collaborative Inference

🌐Distributed Systems Academic

Mind your key: An Empirical Study of LLM API Credential Leakage in iOS Apps

🔧Compilers Academic

Large Language Models as Modal Models in Linguistics

🔧Compilers Academic

Beyond representational alignment with brain-guided language models for robust reasoning

🤖AI Academic

Neuron-based Personality Trait Induction in Large Language Models

🤖AI Academic

An LLM-Native Psychometric Instrument Does Not Predict LLM Behavior: Evidence Across 25 Models

🤖AI Academic

SkillAxe: Sharpening LLM-Authored Agent Skills Through Evaluation-Guided Self-Refinement

🤖AI Academic

Evaluating Hallucinations in Domain-Adapted Large Language Models

🤖AI Academic

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

🤖AI Academic

Should LLM Agents Decide in Social Simulations? Comparing Finite-State and LLM-Based Decision Policies

🌐Distributed Systems Academic

"I understand your perspective": LLM Persuasion and Sycophancy through the Lens of Communicative Action Theory

🌍Geopolitics Academic

ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?

🤖AI Academic

LLM-Based User Personas for Recommendations at Scale

🤖AI Academic

ALIGNBEAM : Inference-Time Alignment Transfer via Cross-Vocabulary Logit Mixing

🤖AI Academic

Sequential statistical inference for Large Language Models: Representation, validity, and monitoring

🔧Compilers Academic

How Seemingly Inconsequential Design Choices Dictate Performance of LLMs in Pathology

🔧Compilers Academic

AuRA: Internalizing Audio Understanding into LLMs as LoRA

🤖AI Academic

GraspLLM: Towards Zero-Shot Generalization on Text-Attributed Graphs with LLMs

💻Computer Science Academic

Detecting Differences Is Not Understanding Structure: Large Language Models Fail at Graph Isomorphism

🔧Compilers Academic

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