🔨 Compilers - matmat · Scour

DeepParse: Hybrid Log Parsing with LLM-Synthesized Regex Masks 📝Log Parsing

WebGen-R1: Incentivizing Large Language Models to Generate Functional and Aesthetic Websites with Reinforcement Learning ⚡ZStandard

Diagnosing CFG Interpretation in LLMs 🌳Context free grammars

Learning to Communicate: Toward End-to-End Optimization of Multi-Agent Language Systems 🧮Kolmogorov Complexity

Scalable AI Inference: Performance Analysis and Optimization of AI Model Serving 💻Local LLMs

Exploiting LLM-as-a-Judge Disposition on Free Text Legal QA via Prompt Optimization ⚡Proof Automation

CreativeGame:Toward Mechanic-Aware Creative Game Generation 🔲Cellular Automata

Distributed Generative Inference of LLM at Internet Scales with Multi-Dimensional Communication Optimization 💻Local LLMs

HiPO: Hierarchical Preference Optimization for Adaptive Reasoning in LLMs 🔮Proof Search

Learning to Evolve: A Self-Improving Framework for Multi-Agent Systems via Textual Parameter Graph Optimization ⚡Incremental Computation

Co-Located Tests, Better AI Code: How Test Syntax Structure Affects Foundation Model Code Generation 🧪Property-Based Testing

Predicting food taste with bound-driven optimization 🧮Algorithmic Cooking

Worst-Case Optimal GPU Datalog 🌊Streaming Algorithms

EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization 🧠Machine Learning

Layer-wise MoE Routing Locality under Shared-Prefix Code Generation: Token-Identity Decomposition and Compile-Equivalent Fork Redundancy 📼Cassette Combinators

Automatic Code and Test Generation of Smart Contracts from Coordination Models ⚔️Lean Tactics

LLM4C2Rust: Large Language Models for Automated Memory-Safe Code Transpilation 🏗️Compiler Archaeology

LeGo-Code: Can Modular Curriculum Learning Advance Complex Code Generation? Insights from Text-to-SQL 📐Binary Grammars

VerilogCL: A Contrastive Learning Framework for Robust LLM-Based Verilog Generation ⚡Circuit Verification

RECURSUM: Automated Code Generation for Recurrence Relations Exceeds Expert Optimization via LayeredCodegen 🎯Performance Proofs

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