LiteCoOp: Lightweight Multi-LLM Shared-Tree Reasoning for Model-Serving Compiler Optimizations
Fuente:
arXiv
Saved in:
| Main Authors: | Tang, Annabelle Sujun, Priebe, Christopher, Qin, Lianhui, Esmaeilzadeh, Hadi |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
REASONING COMPILER: LLM-Guided Optimizations for Efficient Model Serving
by: Tang, Annabelle Sujun, et al.
Published: (2025)
by: Tang, Annabelle Sujun, et al.
Published: (2025)
A Lightweight Method for Generating Multi-Tier JIT Compilation Virtual Machine in a Meta-Tracing Compiler Framework
by: Izawa, Yusuke, et al.
Published: (2025)
by: Izawa, Yusuke, et al.
Published: (2025)
Agentic Code Optimization via Compiler-LLM Cooperation
by: Mikek, Benjamin, et al.
Published: (2026)
by: Mikek, Benjamin, et al.
Published: (2026)
The CoCompiler: DSL Lifting via Relational Compilation
by: Spargo, Naomi, et al.
Published: (2025)
by: Spargo, Naomi, et al.
Published: (2025)
CompilerGPT: Leveraging Large Language Models for Analyzing and Acting on Compiler Optimization Reports
by: Pirkelbauer, Peter, et al.
Published: (2025)
by: Pirkelbauer, Peter, et al.
Published: (2025)
Meta Large Language Model Compiler: Foundation Models of Compiler Optimization
by: Cummins, Chris, et al.
Published: (2024)
by: Cummins, Chris, et al.
Published: (2024)
CompilerDream: Learning a Compiler World Model for General Code Optimization
by: Deng, Chaoyi, et al.
Published: (2024)
by: Deng, Chaoyi, et al.
Published: (2024)
BugLens: Leveraging Bisection for Lightweight Compiler Bug Deduplication
by: Zhou, Xintong, et al.
Published: (2025)
by: Zhou, Xintong, et al.
Published: (2025)
Compilation as Multi-Language Semantics
by: Bowman, William J.
Published: (2025)
by: Bowman, William J.
Published: (2025)
An Optimizing Just-In-Time Compiler for Rotor
by: Trindade, João H., et al.
Published: (2024)
by: Trindade, João H., et al.
Published: (2024)
Sharing Analysis in the Pawns Compiler
by: Naish, Lee
Published: (2024)
by: Naish, Lee
Published: (2024)
ECCO: Evidence-Driven Causal Reasoning for Compiler Optimization
by: Pan, Haolin, et al.
Published: (2026)
by: Pan, Haolin, et al.
Published: (2026)
Scaling Optimization Over Uncertainty via Compilation
by: Cho, Minsung, et al.
Published: (2025)
by: Cho, Minsung, et al.
Published: (2025)
Compiling by Proving: Language-Agnostic Automatic Optimization from Formal Semantics
by: Zhao, Jianhong, et al.
Published: (2025)
by: Zhao, Jianhong, et al.
Published: (2025)
NPUEval: Optimizing NPU Kernels with LLMs and Open Source Compilers
by: Kalade, Sarunas, et al.
Published: (2025)
by: Kalade, Sarunas, et al.
Published: (2025)
Sutra: Tensor-Op RNNs as a Compilation Target for Vector Symbolic Architectures
by: Leonhart, Emma
Published: (2026)
by: Leonhart, Emma
Published: (2026)
Evaluating Compiler Optimization Impacts on zkVM Performance
by: Gassmann, Thomas, et al.
Published: (2025)
by: Gassmann, Thomas, et al.
Published: (2025)
Compile-Time Java Stream Fusion via mapMulti
by: Bugayenko, Yegor, et al.
Published: (2026)
by: Bugayenko, Yegor, et al.
Published: (2026)
Towards Verified Compilation of Floating-point Optimization in Scientific Computing Programs
by: Tekriwal, Mohit, et al.
Published: (2025)
by: Tekriwal, Mohit, et al.
Published: (2025)
Compiling with Arrays
by: Richter, David, et al.
Published: (2024)
by: Richter, David, et al.
Published: (2024)
Enhancing Compiler Optimization Efficiency through Grammatical Decompositions of Control-Flow Graphs
by: Cai, Xuran
Published: (2025)
by: Cai, Xuran
Published: (2025)
An Attempt to Catch Up with JIT Compilers: The False Lead of Optimizing Inline Caches
by: Poirier, Aurore, et al.
Published: (2025)
by: Poirier, Aurore, et al.
Published: (2025)
DITRON: Distributed Multi-level Tiling Compiler for Parallel Tensor Programs
by: Zheng, Size, et al.
Published: (2026)
by: Zheng, Size, et al.
Published: (2026)
LLM-Aided Compilation for Tensor Accelerators
by: Hong, Charles, et al.
Published: (2024)
by: Hong, Charles, et al.
Published: (2024)
Quantitative Comparison of Credible Compilation and Verification In Coding Agent Compiler Development
by: Rinard, Martin
Published: (2026)
by: Rinard, Martin
Published: (2026)
AwareCompiler: Agentic Context-Aware Compiler Optimization via a Synergistic Knowledge-Data Driven Framework
by: Lin, Hongyu, et al.
Published: (2025)
by: Lin, Hongyu, et al.
Published: (2025)
Testing, Credible Compilation, and Verification in the Axon Verified Compiler in Lean and Claude Code
by: Rinard, Martin
Published: (2026)
by: Rinard, Martin
Published: (2026)
Algorithmic Language Models with Neurally Compiled Libraries
by: Saldyt, Lucas, et al.
Published: (2024)
by: Saldyt, Lucas, et al.
Published: (2024)
The Next 700 ML-Enabled Compiler Optimizations
by: VenkataKeerthy, S., et al.
Published: (2023)
by: VenkataKeerthy, S., et al.
Published: (2023)
Interaction Tree Semantics for RISC-V: Bridging Compiler and Hardware Verification
by: Kan, Shuanglong, et al.
Published: (2026)
by: Kan, Shuanglong, et al.
Published: (2026)
MileStone: A Multi-Objective Compiler Phase Ordering Framework for Graph-based IR-Level Optimization
by: Sadr, Amirhosein, et al.
Published: (2026)
by: Sadr, Amirhosein, et al.
Published: (2026)
COGNAC: Circuit Optimization via Gradients and Noise-Aware Compilation
by: Voichick, Finn, et al.
Published: (2023)
by: Voichick, Finn, et al.
Published: (2023)
Compiling Gradual Types with Evidence
by: Romero, José Luis, et al.
Published: (2025)
by: Romero, José Luis, et al.
Published: (2025)
COBOLAssist: Analyzing and Fixing Compilation Errors for LLM-Powered COBOL Code Generation
by: Dau, Anh T. V., et al.
Published: (2026)
by: Dau, Anh T. V., et al.
Published: (2026)
An LLM-Tool Compiler for Fused Parallel Function Calling
by: Singh, Simranjit, et al.
Published: (2024)
by: Singh, Simranjit, et al.
Published: (2024)
Offline Imitation Learning from Multiple Baselines with Applications to Compiler Optimization
by: Marinov, Teodor V., et al.
Published: (2024)
by: Marinov, Teodor V., et al.
Published: (2024)
Decompiling Rust: An Empirical Study of Compiler Optimizations and Reverse Engineering Challenges
by: Zhou, Zixu
Published: (2025)
by: Zhou, Zixu
Published: (2025)
Compilation of Modular and General Sparse Workspaces
by: Zhang, Genghan, et al.
Published: (2024)
by: Zhang, Genghan, et al.
Published: (2024)
Partial Evaluation, Whole-Program Compilation
by: Fallin, Chris, et al.
Published: (2024)
by: Fallin, Chris, et al.
Published: (2024)
Pyrosome: Verified Compilation for Modular Metatheory
by: Jamner, Dustin, et al.
Published: (2025)
by: Jamner, Dustin, et al.
Published: (2025)
Similar Items
-
REASONING COMPILER: LLM-Guided Optimizations for Efficient Model Serving
by: Tang, Annabelle Sujun, et al.
Published: (2025) -
A Lightweight Method for Generating Multi-Tier JIT Compilation Virtual Machine in a Meta-Tracing Compiler Framework
by: Izawa, Yusuke, et al.
Published: (2025) -
Agentic Code Optimization via Compiler-LLM Cooperation
by: Mikek, Benjamin, et al.
Published: (2026) -
The CoCompiler: DSL Lifting via Relational Compilation
by: Spargo, Naomi, et al.
Published: (2025) -
CompilerGPT: Leveraging Large Language Models for Analyzing and Acting on Compiler Optimization Reports
by: Pirkelbauer, Peter, et al.
Published: (2025)