Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses?
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
FairReason: Balancing Reasoning and Social Bias in MLLMs
arxiv.org·2d
🧠Large Language Models (LLMs)
RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents
arxiv.org·3d
🧠Large Language Models (LLMs)
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs
arxiv.org·3d
⚙️AI Infrastructure Automation
FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks
arxiv.org·2d
🔍Retrieval-augmented generation
SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Risk Estimation in Oncology
arxiv.org·2d
🧠Large Language Models (LLMs)
Nearest-Better Network for Visualizing and Analyzing Combinatorial Optimization Problems: A Unified Tool
arxiv.org·3d
🔧Systems-level optimizations for LLM serving
Memorization in Fine-Tuned Large Language Models
arxiv.org·5d
🧠Large Language Models (LLMs)
AI in Agriculture: A Survey of Deep Learning Techniques for Crops, Fisheries and Livestock
arxiv.org·3d
⚙️AI Infrastructure Automation
Voice-guided Orchestrated Intelligence for Clinical Evaluation (VOICE): A Voice AI Agent System for Prehospital Stroke Assessment
arxiv.org·2d
⚡Real-time AI Systems
Deep Learning-based Prediction of Clinical Trial Enrollment with Uncertainty Estimates
arxiv.org·2d
🧠Large Language Models (LLMs)
ART: Adaptive Relation Tuning for Generalized Relation Prediction
arxiv.org·2d
🧠Large Language Models (LLMs)
Trustworthy Reasoning: Evaluating and Enhancing Factual Accuracy in LLM Intermediate Thought Processes
arxiv.org·2d
🧠Large Language Models (LLMs)
Improving annotator selection in Active Learning using a mood and fatigue-aware Recommender System
arxiv.org·2d
🧠Large Language Models (LLMs)
InterfO-RAN: Real-Time In-band Cellular Uplink Interference Detection with GPU-Accelerated dApps
arxiv.org·2d
🔧Systems-level optimizations for LLM serving
StaffPro: an LLM Agent for Joint Staffing and Profiling
arxiv.org·4d
🤖Agents using LLMs
Exploiting Synergistic Cognitive Biases to Bypass Safety in LLMs
arxiv.org·3d
🧠Large Language Models (LLMs)
MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations
arxiv.org·4d
🤖Agents using LLMs
Past Meets Present: Creating Historical Analogy with Large Language Models
arxiv.org·3d
🧠Large Language Models (LLMs)
CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs
arxiv.org·3d
🧠Large Language Models (LLMs)