Awesome Papers

Papers

Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution (2026)
Liliana Hotsko et al.
12.93
How Far Are We From True Auto-Research? (2026)
Zhengxin Zhang et al.
6.69
Understanding the Fundamental Design Decisions of Retrieval-Augmented Generation Systems (2024)
Shengming Zhao et al.
6.19
Mining Architectural Quality Under Agentic AI Adoption: A Causal Study of Java Repositories (2026)
Oliver Aleksander Larsen et al.
5.01
AI-PROPELLER: Warehouse-Scale Interprocedural Code Layout Optimization with AlphaEvolve (2026)
Chaitanya Mamatha Ananda et al.
4.39
veriFIRE: an Industrial Case Study in Verifying Consistency Properties for a DNN-Based Wildfire Detection System (2026)
Idan Refaeli et al.
4.39
HighTide: An Agent-Curated Open-Source VLSI Benchmark Suite (2026)
Benjamin Goldblatt et al.
4.39
Microskill Architecture: A Modular Skill-Driven Framework for AI-Native Code Generation (2026)
Mohammad Zare et al.
4.39
Auditable Graph-Guided Root Cause Analysis for Kubernetes Incidents (2026)
Anastasiia Kuvshinova et al.
4.39
Anomaly Detection and Root Cause Analysis for Microservice Systems (2026)
Luan Pham
4.39
From Perception to Action: Can UI Interventions Foster Sustainable LLM Chatbot (2026)
Nitish Patkar et al.
4.39
AI SciBrief as a Gateway to Research: A Framework for Onboarding Students into New Research Areas (2026)
Andrei Lazarev et al.
4.39
Demystifying Variance in Circuit Discovery of LLMs (2026)
Frank Zhengqing Wu et al.
4.39
PAVE: A Cognitive Architecture for Legitimate Violation in Generative Agent Societies (2026)
Ahmad Yehia et al.
4.33
Operationalising Artificial Intelligence Bills of Materials (AIBOMs) for Verifiable AI Provenance and Lifecycle Assurance (2026)
Petar Radanliev et al.
4.33
Agentic Agile-V: From Vibe Coding to Verified Engineering in Software and Hardware Development (2026)
Christopher Koch
4.33
Stdlib or Third-Party? Empirical Performance and Correctness of LLM-Assisted Zero-Dependency Python Libraries (2026)
Peng Ding et al.
4.33
Quality and Security Signals in AI-Generated Python Refactoring Pull Requests (2026)
Mohamed Almukhtar et al.
4.33
Augment Engineering: A Methodology for Multi-Tool AI Orchestration Across Professional Domains (2026)
Elias Calboreanu
4.33
HTMLCure: Turning Browser Experience into State Guided Repair for Interactive HTML (2026)
Jiajun Wu et al.
4.33
TusoAI: Agentic Optimization for Scientific Methods (2026)
Alistair Turcan et al.
4.26
Natural-Language Agent Harnesses (2026)
Linyue Pan et al.
4.26
Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses (2026)
Jiahang Lin et al.
4.26
Swe-dev: Evaluating And Training Autonomous Feature-driven Software Development (2025)
Yaxin Du, Yuzhu Cai, Yifan Zhou, et al.
3.87
Capability-driven Skill Generation With Llms: A Rag-based Approach For Reusing Existing Libraries And Interfaces (2025)
Luis Miguel Vieira da Silva, Aljosha Köcher, Nicolas König, et al.
3.86
Scaffold, Not Vocabulary? A Controlled, Two-Tier, Pre-Registered Study of a Popperian Code-Generation Skill (2026)
Mehmet Iscan
3.51
Automating Formal Verification with Reinforcement Learning and Recursive Inference (2026)
Max Tan
3.45
SIADAFIX: Issue Description Response For Adaptive Program Repair (2025)
Xin Cao, Nan Yu
3.40
ZERA: Zero-init Instruction Evolving Refinement Agent -- From Zero Instructions To Structured Prompts Via Principle-based Optimization (2025)
Seungyoun Yi, Minsoo Khang, Sungrae Park
2.61
Regression Language Models for Code (2025)
Yash Akhauri et al.
2.20
Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs (2026)
Yunhao Chen et al.
2.00
LEGO: An LLM Skill-Based Front-End Design Generation Platform (2026)
Jincheng Lou et al.
2.00
The Last Human-Written Paper: Agent-Native Research Artifacts (2026)
Jiachen Liu et al.
2.00
PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control (2026)
Jingxuan Wei et al.
2.00
paper.json: A Coordination Convention for LLM-Agent-Actionable Papers (2026)
Arquimedes Canedo
2.00
ContractBench: Can LLM Agents Preserve Observation Contracts? (2026)
Jicheng Wang et al.
2.00
PromptMN: Pseudo Prompting Language (2026)
Enkhzol Dovdon
2.00
Cluster-Aware Dual-Level Test Specification Generation for Large-Scale Automotive Software Requirements (2026)
Hazem Ayman et al.
2.00
LLM-as-Judge in Education: A Curriculum-Grounded Marking Pipeline (2026)
Xiwei Xu et al.
2.00
When the Next Step Is Not One Step: Distribution-Aware Execution Modeling for Concurrent Go Programs (2026)
Kaviru Hapuarachchi
2.00
Unlocking LLM Code Correction with Iterative Feedback Loops (2026)
Le Zhang et al.
2.00
Understanding LLMs in Title-Abstract Screening: From Disagreements to Recommendations (2026)
Mika M\"antyl\"a et al.
2.00
FacProcessTwin: An LLM-Based System for Process Twin Development (2026)
Yash Pulse et al.
2.00
Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering (2026)
Maria I. Gorinova et al.
2.00
A Framework for Evaluating Agentic Skills at Scale (2026)
Maksim Shaposhnikov et al.
2.00
The AI Codebase Maturity Model: From Assisted Coding To Fully Autonomous Systems (2026)
Andy Anderson
2.00
Self-Refining Hierarchical Decoding Via Verifier Feedback (2026)
Awesome Papers Editorial
2.00
Design-os: A Specification-driven Framework For Engineering System Design With A Control-systems Design Case (2026)
H. Sinan Bank, Daniel R. Herber, Thomas H. Bradley
2.00
RESCORE: Llm-driven Simulation Recovery In Control Systems Research Papers (2026)
Vineet Bhat, Shiqing Wei, Ali Umut Kaypak, et al.
2.00
Skvm: Revisiting Language VM For Skills Across Heterogenous Llms And Harnesses (2026)
Le Chen, Erhu Feng, Yubin Xia, et al.
2.00