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🔧 Systems-level optimizations for LLM serving
Deep Reinforcement Learning for Real-Time Green Energy Integration in Data Centers
arxiv.org·4d
✨Model optimizations in LLMs
Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses?
arxiv.org·4d
🧠Large Language Models (LLMs)
StaffPro: an LLM Agent for Joint Staffing and Profiling
arxiv.org·4d
🤖Agents using LLMs
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
arxiv.org·2d
🧠Large Language Models (LLMs)
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance
arxiv.org·2d
💬Prompt optimizations for LLM serving
MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations
arxiv.org·4d
🤖Agents using LLMs
LVM-GP: Uncertainty-Aware PDE Solver via coupling latent variable model and Gaussian process
arxiv.org·3d
🧠Large Language Models (LLMs)
Rewrite-to-Rank: Optimizing Ad Visibility via Retrieval-Aware Text Rewriting
arxiv.org·4d
💬Prompt optimizations for LLM serving
Can You Trust an LLM with Your Life-Changing Decision? An Investigation into AI High-Stakes Responses
arxiv.org·4d
🧠Large Language Models (LLMs)
Large Language Models for Supply Chain Decisions
arxiv.org·4d
🌐Distributed LLM Systems
A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models
arxiv.org·3d
🧠Large Language Models (LLMs)
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs
arxiv.org·3d
⚙️AI Infrastructure Automation
Tensor-based reduction of linear parameter-varying state-space models
arxiv.org·2d
✨Model optimizations in LLMs
Uncovering the Fragility of Trustworthy LLMs through Chinese Textual Ambiguity
arxiv.org·2d
🧠Large Language Models (LLMs)
Collaborative State Machines: A Better Programming Model for the Cloud-Edge-IoT Continuum
arxiv.org·4d
⚙️AI Infrastructure Automation
MRGSEM-Sum: An Unsupervised Multi-document Summarization Framework based on Multi-Relational Graphs and Structural Entropy Minimization
arxiv.org·2d
🧠Large Language Models (LLMs)
Running in CIRCLE? A Simple Benchmark for LLM Code Interpreter Security
arxiv.org·6d
💬Prompt optimizations for LLM serving
Interpretable Anomaly-Based DDoS Detection in AI-RAN with XAI and LLMs
arxiv.org·4d
🧠Large Language Models (LLMs)
Exploiting Synergistic Cognitive Biases to Bypass Safety in LLMs
arxiv.org·3d
🧠Large Language Models (LLMs)
RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents
arxiv.org·3d
🧠Large Language Models (LLMs)
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