StaffPro: an LLM Agent for Joint Staffing and Profiling
arxiv.org·4d
💬Prompt optimizations for LLM serving
MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations
arxiv.org·4d
🧠Large Language Models (LLMs)
Towards Cognitive Synergy in LLM-Based Multi-Agent Systems: Integrating Theory of Mind and Critical Evaluation
arxiv.org·4d
🧠Large Language Models (LLMs)
Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach
arxiv.org·3d
⚡Real-time AI Systems
LENS: Learning Ensemble Confidence from Neural States for Multi-LLM Answer Integration
arxiv.org·2d
🧠Large Language Models (LLMs)
RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems
arxiv.org·2d
🧠Large Language Models (LLMs)
Integrating LLM in Agent-Based Social Simulation: Opportunities and Challenges
arxiv.org·6d
🧠Large Language Models (LLMs)
Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting
arxiv.org·2d
📊AI Performance Profiling
RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents
arxiv.org·3d
🧠Large Language Models (LLMs)
Vulnerability Mitigation System (VMS): LLM Agent and Evaluation Framework for Autonomous Penetration Testing
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
Efficient Differentially Private Fine-Tuning of LLMs via Reinforcement Learning
arxiv.org·3d
✨Model optimizations in LLMs
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs
arxiv.org·3d
⚙️AI Infrastructure Automation
Adaptive Cluster Collaborativeness Boosts LLMs Medical Decision Support Capacity
arxiv.org·4d
🧠Large Language Models (LLMs)
Large Language Model Powered Automated Modeling and Optimization of Active Distribution Network Dispatch Problems
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
From Sufficiency to Reflection: Reinforcement-Guided Thinking Quality in Retrieval-Augmented Reasoning for LLMs
arxiv.org·3d
🔍Retrieval-augmented generation
An LLM Driven Agent Framework for Automated Infrared Spectral Multi Task Reasoning
arxiv.org·4d
🧠Large Language Models (LLMs)
Large Language Models for Supply Chain Decisions
arxiv.org·4d
🌐Distributed LLM Systems
Uncovering the Fragility of Trustworthy LLMs through Chinese Textual Ambiguity
arxiv.org·2d
🧠Large Language Models (LLMs)
Dialogic Social Learning for Artificial Agents: Enhancing LLM Ontology Acquisition through Mixed-Initiative Educational Interactions
arxiv.org·4d
🧠Large Language Models (LLMs)
Can LLMs Reason About Trust?: A Pilot Study
arxiv.org·4d
🧠Large Language Models (LLMs)