All Articles
19272 articles total
Transforming Shape Schemas with Composable Property-Graph Queries (Extended Version)
Research on inferring output schemas for property-graph queries using a reasoning procedure based on ProGS and G-CORE.
Achieving Precise Text-To-Cypher Via Grounded Knowledge Graph Data Generation
A method for generating synthetic data to fine-tune small LLMs for precise Text-To-Cypher translation, enabling local deployment.
I'm Sorry Driver, I'm Afraid I Can't Do That: Appraising the Safety of LLMs within Automotive Contexts
An appraisal of LLM safety in automotive control tasks, identifying critical challenges in real-time safety assurance and standards compliance.
Squeeze-Release: Iterative Pruning with Exact Structural Minimization
Introduction of 'Squeeze-Release', an iterative pruning and structural minimization technique that significantly compresses neural networks with minimal accuracy loss.
Design Methodology and Performance Trade-offs Management for Distributed and Compound AI Systems
A design methodology for Compound AI systems that orchestrates multiple models and tools to optimize accuracy, latency, and cost compared to monolithic models.
US battery manufacturing output continues to break records
US battery manufacturing output is continuing to break records, indicating a growth in domestic energy storage production.
85% of IT teams claim every AI agent is under control. Only 42% actually know who owns them.
Research highlights a critical governance gap in enterprise AI, where 'shadow AI' agents are often undeclared and lack clear ownership or runtime enforcement.
When and How Severely: Scenario-Specific Safety Envelopes for Driving VLAs
Researchers propose a two-dimensional safety envelope for Vision-Language-Action (VLA) driving planners to better specify Operational Design Domains (ODD) for safety certification.
ChronoID: Infusing Explicit Temporal Signals into Semantic IDs for Generative Recommendation
ChronoID is a new framework for generative recommendation that infuses explicit temporal signals into semantic IDs to handle time-varying user intent.
Robust Fall Recovery for Armless Bipedal-Wheeled Robots Via Force-Guided Learning
FTSR is a force-guided teacher-student framework that enables armless bipedal-wheeled robots to recover from falls using constrained reinforcement learning.
DIFF-ERO: A Conformance-Aware Loss for Deep Learning in Process Mining
DIFF-ERO introduces a conformance-aware loss function for deep learning in process mining to ensure models respect global control-flow structures.
Hierarchical ODE: Learning Continuous-Time Physical Prototypes for Early Link Failure Detection
A hierarchical ODE clustering network is proposed for early link failure detection in irregularly sampled time series by modeling latent state evolution.
AgentCyberRange: Benchmarking Frontier AI Systems in Realistic Cyber Ranges
AgentCyberRange is an open multi-range infrastructure for benchmarking the autonomous offensive capabilities of frontier AI systems in realistic cyber environments.
Pix2Pix-Hybrid: Structure-Guided Conditional Synthesis of Hajj Crowd Images with Multi-Channel Conditioning and Weak Attribute Supervision
Pix2Pix-Hybrid is a conditional GAN used to synthesize realistic Hajj crowd images for data augmentation in crowd-counting models.
Thinking Outside the [Chat]Box: Bridging Computer Science and Industrial Design for Cognitive-Inclusive Generative AI
A study explores bridging computer science and industrial design to create cognitively accessible GenAI interfaces that move beyond the chatbox model.
A backdoor in a LinkedIn job offer
A discussion regarding a potential security backdoor embedded within a LinkedIn job offer.
I Love the Computer
An appreciative reflection on the nature and love of computing.
What every coder should know about Gamma Correction
A technical guide explaining the importance and application of Gamma Correction for programmers.
US Air Force B-52 bomber crashes after takeoff, Edwards Air Force Base says
Report on a US Air Force B-52 bomber crash at Edwards Air Force Base.
US Government Reportedly Allowing Federal Data Center Rules to Expire
The US Government is reportedly letting rules governing federal data centers expire.