Autonomous Code Evolution Meets NP-Completeness
Fuente:
arXiv
Saved in:
| Main Authors: | Yu, Cunxi, Liang, Rongjian, Ho, Chia-Tung, Ren, Haoxing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TurboSAT: Gradient-Guided Boolean Satisfiability Accelerated on GPU-CPU Hybrid System
by: Dai, Steve, et al.
Published: (2025)
by: Dai, Steve, et al.
Published: (2025)
GaloisSAT: Differentiable Boolean Satisfiability Solving via Finite Field Algebra
by: Kim, Curie, et al.
Published: (2026)
by: Kim, Curie, et al.
Published: (2026)
Advocate for Complete Benchmarks for Formal Reasoning with Formal/Informal Statements and Formal/Informal Proofs
by: Yousefzadeh, Roozbeh, et al.
Published: (2025)
by: Yousefzadeh, Roozbeh, et al.
Published: (2025)
THEIA: Learning Complete Kleene Three-Valued Logic in a Pure-Neural Modular Architecture
by: Li, Augustus Haoyang
Published: (2026)
by: Li, Augustus Haoyang
Published: (2026)
Learning to Solve and Optimize by Evolving Code
by: Semmelrock, Veronika, et al.
Published: (2026)
by: Semmelrock, Veronika, et al.
Published: (2026)
Formal Methods Meet LLMs: Auditing, Monitoring, and Intervention for Compliance of Advanced AI Systems
by: Alamdari, Parand A., et al.
Published: (2026)
by: Alamdari, Parand A., et al.
Published: (2026)
Lean Meets Theoretical Computer Science: Scalable Synthesis of Theorem Proving Challenges in Formal-Informal Pairs
by: Zhang, Terry Jingchen, et al.
Published: (2025)
by: Zhang, Terry Jingchen, et al.
Published: (2025)
SchemaCoder: Automatic Log Schema Extraction Coder with Residual Q-Tree Boosting
by: Wan, Lily Jiaxin, et al.
Published: (2025)
by: Wan, Lily Jiaxin, et al.
Published: (2025)
SATQuest: A Verifier for Logical Reasoning Evaluation and Reinforcement Fine-Tuning of LLMs
by: Zhao, Yanxiao, et al.
Published: (2025)
by: Zhao, Yanxiao, et al.
Published: (2025)
Proving the Coding Interview: A Benchmark for Formally Verified Code Generation
by: Dougherty, Quinn, et al.
Published: (2025)
by: Dougherty, Quinn, et al.
Published: (2025)
Agentic System with Modal Logic for Autonomous Diagnostics
by: Sulc, Antonin, et al.
Published: (2025)
by: Sulc, Antonin, et al.
Published: (2025)
Formal Explanations for Neuro-Symbolic AI
by: Paul, Sushmita, et al.
Published: (2024)
by: Paul, Sushmita, et al.
Published: (2024)
ReVEAL: GNN-Guided Reverse Engineering for Formal Verification of Optimized Multipliers
by: Chen, Chen, et al.
Published: (2025)
by: Chen, Chen, et al.
Published: (2025)
Verification of Autonomous Neural Car Control with KeYmaera X
by: Prebet, Enguerrand, et al.
Published: (2025)
by: Prebet, Enguerrand, et al.
Published: (2025)
MathlibLemma: Folklore Lemma Generation and Benchmark for Formal Mathematics
by: Liu, Xinyu, et al.
Published: (2026)
by: Liu, Xinyu, et al.
Published: (2026)
Think Locally, Explain Globally: Graph-Guided LLM Investigations via Local Reasoning and Belief Propagation
by: Jha, Saurabh, et al.
Published: (2026)
by: Jha, Saurabh, et al.
Published: (2026)
Autonomous Evolution of EDA Tools: Multi-Agent Self-Evolved ABC
by: Yu, Cunxi, et al.
Published: (2026)
by: Yu, Cunxi, et al.
Published: (2026)
Constraint-aware Learning of Probabilistic Sequential Models for Multi-Label Classification
by: Buleshnyi, Mykhailo, et al.
Published: (2025)
by: Buleshnyi, Mykhailo, et al.
Published: (2025)
P2C: Path to Counterfactuals
by: Dasgupta, Sopam, et al.
Published: (2025)
by: Dasgupta, Sopam, et al.
Published: (2025)
The Logical Expressiveness of Temporal GNNs via Two-Dimensional Product Logics
by: Sälzer, Marco, et al.
Published: (2025)
by: Sälzer, Marco, et al.
Published: (2025)
Comparing Neural Network Encodings for Logic-based Explainability
by: Carvalho, Levi Cordeiro, et al.
Published: (2025)
by: Carvalho, Levi Cordeiro, et al.
Published: (2025)
Expressive Temporal Specifications for Reward Monitoring
by: Adalat, Omar, et al.
Published: (2025)
by: Adalat, Omar, et al.
Published: (2025)
Abduction of Domain Relationships from Data for VQA
by: Chowdhury, Al Mehdi Saadat, et al.
Published: (2025)
by: Chowdhury, Al Mehdi Saadat, et al.
Published: (2025)
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review
by: Ciatto, Giovanni, et al.
Published: (2025)
by: Ciatto, Giovanni, et al.
Published: (2025)
On Trustworthy Rule-Based Models and Explanations
by: Siala, Mohamed, et al.
Published: (2025)
by: Siala, Mohamed, et al.
Published: (2025)
Fully Geometric Multi-Hop Reasoning on Knowledge Graphs with Transitive Relations
by: Zhapa-Camacho, Fernando, et al.
Published: (2025)
by: Zhapa-Camacho, Fernando, et al.
Published: (2025)
Regional, Lattice and Logical Representations of Neural Networks
by: Preto, Sandro, et al.
Published: (2025)
by: Preto, Sandro, et al.
Published: (2025)
Neural DNF-MT: A Neuro-symbolic Approach for Learning Interpretable and Editable Policies
by: Baugh, Kexin Gu, et al.
Published: (2025)
by: Baugh, Kexin Gu, et al.
Published: (2025)
Proceedings The 13th International Workshop on Theorem proving components for Educational software
by: Narboux, Julien, et al.
Published: (2025)
by: Narboux, Julien, et al.
Published: (2025)
Neural Logic Networks for Interpretable Classification
by: Perreault, Vincent, et al.
Published: (2025)
by: Perreault, Vincent, et al.
Published: (2025)
Halting Recurrent GNNs and the Graded $μ$-Calculus
by: Bollen, Jeroen, et al.
Published: (2025)
by: Bollen, Jeroen, et al.
Published: (2025)
Solving Formal Math Problems by Decomposition and Iterative Reflection
by: Zhou, Yichi, et al.
Published: (2025)
by: Zhou, Yichi, et al.
Published: (2025)
Matrix Factorization for Inferring Associations and Missing Links
by: Barron, Ryan, et al.
Published: (2025)
by: Barron, Ryan, et al.
Published: (2025)
Neurosymbolic Decision Trees
by: Möller, Matthias, et al.
Published: (2025)
by: Möller, Matthias, et al.
Published: (2025)
STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving
by: Dong, Kefan, et al.
Published: (2025)
by: Dong, Kefan, et al.
Published: (2025)
Logic of Hypotheses: from Zero to Full Knowledge in Neurosymbolic Integration
by: Bizzaro, Davide, et al.
Published: (2025)
by: Bizzaro, Davide, et al.
Published: (2025)
Discovering New Theorems via LLMs with In-Context Proof Learning in Lean
by: Kasaura, Kazumi, et al.
Published: (2025)
by: Kasaura, Kazumi, et al.
Published: (2025)
Most General Explanations of Tree Ensembles (Extended Version)
by: Izza, Yacine, et al.
Published: (2025)
by: Izza, Yacine, et al.
Published: (2025)
Compact Rule-Based Classifier Learning via Gradient Descent
by: Fumanal-Idocin, Javier, et al.
Published: (2025)
by: Fumanal-Idocin, Javier, et al.
Published: (2025)
GLIDR: Graph-Like Inductive Logic Programming with Differentiable Reasoning
by: Johnson, Blair, et al.
Published: (2025)
by: Johnson, Blair, et al.
Published: (2025)
Similar Items
-
TurboSAT: Gradient-Guided Boolean Satisfiability Accelerated on GPU-CPU Hybrid System
by: Dai, Steve, et al.
Published: (2025) -
GaloisSAT: Differentiable Boolean Satisfiability Solving via Finite Field Algebra
by: Kim, Curie, et al.
Published: (2026) -
Advocate for Complete Benchmarks for Formal Reasoning with Formal/Informal Statements and Formal/Informal Proofs
by: Yousefzadeh, Roozbeh, et al.
Published: (2025) -
THEIA: Learning Complete Kleene Three-Valued Logic in a Pure-Neural Modular Architecture
by: Li, Augustus Haoyang
Published: (2026) -
Learning to Solve and Optimize by Evolving Code
by: Semmelrock, Veronika, et al.
Published: (2026)