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| A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification | May 24, 2023 | C++ codeMathematical Proofs | CodeCode Available | 2 |
| FormalAlign: Automated Alignment Evaluation for Autoformalization | Oct 14, 2024 | Mathematical Proofsvalid | CodeCode Available | 1 |
| Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion | Aug 13, 2024 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation | Jun 26, 2023 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Sharpness-Aware Minimization Alone can Improve Adversarial Robustness | May 9, 2023 | Adversarial RobustnessMathematical Proofs | CodeCode Available | 1 |
| Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs | Oct 21, 2022 | Automated Theorem ProvingLanguage Modeling | CodeCode Available | 1 |
| Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method | Dec 11, 2020 | BIG-bench Machine LearningMathematical Proofs | CodeCode Available | 1 |
| IsarStep: a Benchmark for High-level Mathematical Reasoning | Jun 13, 2020 | Mathematical ProofsMathematical Reasoning | CodeCode Available | 1 |
| AdaSwarm: Augmenting Gradient-Based optimizers in Deep Learning with Swarm Intelligence | May 19, 2020 | Mathematical Proofs | CodeCode Available | 1 |
| Differential Machine Learning | May 5, 2020 | BIG-bench Machine LearningManagement | CodeCode Available | 1 |
| BreastScreening: On the Use of Multi-Modality in Medical Imaging Diagnosis | Apr 7, 2020 | 3D Medical Imaging SegmentationAutomatic Machine Learning Model Selection | CodeCode Available | 1 |
| Prover Agent: An Agent-based Framework for Formal Mathematical Proofs | Jun 24, 2025 | AI AgentAutomated Theorem Proving | —Unverified | 0 |
| StepProof: Step-by-step verification of natural language mathematical proofs | Jun 12, 2025 | Mathematical ProofsSentence | CodeCode Available | 0 |
| The Alignment Trap: Complexity Barriers | Jun 12, 2025 | Mathematical Proofs | —Unverified | 0 |
| LeanTutor: A Formally-Verified AI Tutor for Mathematical Proofs | Jun 10, 2025 | Large Language ModelMath | —Unverified | 0 |
| Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations | May 27, 2025 | Chemical Reaction PredictionDrug Design | —Unverified | 0 |
| Identification of Probabilities of Causation: A Complete Characterization | May 21, 2025 | Decision MakingMathematical Proofs | —Unverified | 0 |
| HybridProver: Augmenting Theorem Proving with LLM-Driven Proof Synthesis and Refinement | May 21, 2025 | Automated Theorem ProvingMathematical Proofs | —Unverified | 0 |
| Provably safe and human-like car-following behaviors: Part 2. A parsimonious multi-phase model with projected braking | May 15, 2025 | Mathematical ProofsTrajectory Planning | —Unverified | 0 |
| Neurodivergent Influenceability as a Contingent Solution to the AI Alignment Problem | May 5, 2025 | Experimental DesignMathematical Proofs | —Unverified | 0 |
| A Theoretical Analysis of Compositional Generalization in Neural Networks: A Necessary and Sufficient Condition | May 5, 2025 | Mathematical Proofs | CodeCode Available | 0 |
| Hierarchical Attention Generates Better Proofs | Apr 27, 2025 | Automated Theorem ProvingMathematical Proofs | CodeCode Available | 0 |
| Statistical Guarantees in Synthetic Data through Conformal Adversarial Generation | Apr 23, 2025 | Conformal PredictionMathematical Proofs | —Unverified | 0 |
| Mathematical Approach in Hybrid Beamforming for ISAC Systems | Apr 7, 2025 | Integrated sensing and communicationISAC | —Unverified | 0 |
