Key papers

• Eta Given Delta: Defining LLM Tool Efficiency With Marginal Tool Utility (2026)
  Nyx Iskandar
  5.01
• Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation (2026)
  Dimple Vijay Kochar et al.
  5.01
• Measuring Curriculum Alignment across Topical Coverage, Competency, and Cognitive Depth: A Longitudinal Framework Applied to CS2013 and CS2023 (2026)
  Sherzod Turaev et al.
  4.95
• Calibration Without Comprehension: Diagnosing the Limits of Fine-Tuning LLMs for Vulnerability Detection in Systems Software (2026)
  Arastoo Zibaeirad et al.
  4.95
• Skills Are Not Islands: Measuring Dependency and Risk in Agent Skill Supply Chains (2026)
  Changguo Jia et al.
  4.39
• SkillFuzz: Fuzzing Skill Composition for Implicit Intents Discovery in Open Skill Marketplaces (2026)
  Jinwei Hu et al.
  4.39
• SmartHomeSecure: Automated Detection and Repair of Smart Home Configuration Errors Using Large Language Models (2026)
  Yizhi Wang et al.
  4.39
• EZSMT Version 3, Matured (2026)
  Yuliya Lierler
  4.39
• Marine Engine Fault Dataset: Open-Access Data under Controlled Reference and Fault Scenario Conditions (2026)
  Ahmad BahooToroody et al.
  4.39
• Multi-stage Dynamic Selection for Cross-Project Defect Prediction (2026)
  Juscimara G. Avelino et al.
  4.39
• From Resource Flow to Executable Tests: Petri-Net-Guided LLM Test Generation for Concurrent Stateful Rust APIs (2026)
  Kaiwen Zhang et al.
  4.39
• DynAMO:Dynamic Asset Management Orchestration via Topological Multi-Agent Scheduling (2026)
  Kanishk Kushwaha et al.
  4.33
• StaminaBench: Stress-Testing Coding Agents over 100 Interaction Turns (2026)
  Vlad Sobal et al.
  4.33
• Library-Aware Doubles and Iterative Repair for Large Language Model-Generated Unit Tests in OpenSIL Firmware (2026)
  Ma Toan Bach et al.
  4.33
• When Lower Privileges Suffice: Investigating Over-Privileged Tool Selection in LLM Agents (2026)
  Kaiyue Yang et al.
  4.33
• Toward Self-Evolution-Ready Workflow Harnesses: A Reversible Migration Path and Convertibility Taxonomy for Expert LLM Pipelines (2026)
  Yimo Lin et al.
  4.33
• Diff-Based Code Corruption using LLMs for Large-Scale Bugfix Benchmarking (2026)
  Bal\'azs Szalontai et al.
  4.33
• Where Did the Variability Go? From Vibe Coding to Product Lines by Regeneration (2026)
  Xhevahire T\"ernava
  1.94
• GroundEval: A Deterministic Replacement for LLM-as-Judge in Stateful Agent Evaluation (2026)
  Jeffrey Flynt
  1.94
• BLAgent: Agentic RAG for File-Level Bug Localization (2026)
  Md Afif Al Mamun et al.
  1.89
• AnyPoC: Universal Proof-of-Concept Test Generation for Scalable LLM-Based Bug Detection (2026)
  Zijie Zhao et al.
  1.83
• AgentWorm: Self-Propagating Attacks Across LLM Agent Ecosystems (2026)
  Yihao Zhang et al.
  1.78
• From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection (2025)
  Chaomeng Lu et al.
  1.61
• OLAF: Towards Robust LLM-Based Annotation Framework in Empirical Software Engineering (2025)
  Mia Mohammad Imran et al.
  1.61
• From Hugging Face to GitHub: Tracing License Drift in the Open-Source AI Ecosystem (2025)
  James Jewitt et al.
  1.44
• What Users Value and Critique: Large-Scale Analysis of User Feedback on AI-Powered Mobile Apps (2025)
  Vinaik Chhetri et al.
  1.28