{"total":154,"rows":[{"id":"2509.22642","title":"WoW: Towards a World omniscient World model Through Embodied Interaction","created":"2025-09-26","cited_by_count":67,"area":"wm"},{"id":"2509.22819","title":"Hilbert: Recursively Building Formal Proofs with Informal Reasoning","created":"2025-09-26","cited_by_count":60,"area":"lr"},{"id":"2511.10507","title":"AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following","created":"2025-11-13","cited_by_count":51,"area":null},{"id":"2605.18747","title":"Code as Agent Harness","created":"2026-05-18","cited_by_count":47,"area":"agents"},{"id":"2512.17260","title":"Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience","created":"2025-12-19","cited_by_count":44,"area":null},{"id":"2510.12787","title":"Ax-Prover: A Deep Reasoning Agentic Framework for Theorem Proving in Mathematics and Quantum Physics","created":"2025-10-14","cited_by_count":31,"area":"lr"},{"id":"2509.06493","title":"Scaling up Multi-Turn Off-Policy RL and Multi-Agent Tree Search for LLM Step-Provers","created":"2025-09-08","cited_by_count":28,"area":"lr"},{"id":"2511.02872","title":"FATE: A Formal Benchmark Series for Frontier Algebra of Multiple Difficulty Levels","created":"2025-11-04","cited_by_count":27,"area":null},{"id":"2605.22763","title":"Advancing Mathematics Research with AI-Driven Formal Proof Search","created":"2026-05-21","cited_by_count":23,"area":"lr"},{"id":"2512.16301","title":"Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills","created":"2025-12-18","cited_by_count":22,"area":"agents"},{"id":"2510.04520","title":"Aria: An Agent For Retrieval and Iterative Auto-Formalization via Dependency Graph","created":"2025-10-06","cited_by_count":21,"area":"agents"},{"id":"2510.15981","title":"ProofFlow: A Dependency Graph Approach to Faithful Proof Autoformalization","created":"2025-10-13","cited_by_count":21,"area":null},{"id":"2510.24592","title":"ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization","created":"2025-10-28","cited_by_count":20,"area":"lr"},{"id":"2602.24273","title":"A Minimal Agent for Automated Theorem Proving","created":"2026-02-27","cited_by_count":18,"area":"agents"},{"id":"2605.06651","title":"AI co-mathematician: Accelerating mathematicians with agentic AI","created":"2026-05-07","cited_by_count":17,"area":"agents"},{"id":"2605.08678","title":"MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI","created":"2026-05-09","cited_by_count":17,"area":null},{"id":"2508.04440","title":"StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs through Knowledge-Reasoning Fusion","created":"2025-08-06","cited_by_count":16,"area":"lr"},{"id":"2510.04474","title":"DRPO: Efficient Reasoning via Decoupled Reward Policy Optimization","created":"2025-10-06","cited_by_count":16,"area":"lr"},{"id":"2509.26076","title":"IMProofBench: Benchmarking AI on Research-Level Mathematical Proof Generation","created":"2025-09-30","cited_by_count":13,"area":null},{"id":"2601.03715","title":"R$^3$L: Reflect-then-Retry Reinforcement Learning with Language-Guided Exploration, Pivotal Credit, and Positive Amplification","created":"2026-01-07","cited_by_count":12,"area":"lr"},{"id":"2602.09464","title":"AlgoVeri: An Aligned Benchmark for Verified Code Generation on Classical Algorithms","created":"2026-02-10","cited_by_count":12,"area":null},{"id":"2606.03303","title":"LEAP: Supercharging LLMs for Formal Mathematics with Agentic Frameworks","created":"2026-06-02","cited_by_count":12,"area":"lr"},{"id":"2606.05400","title":"LeanMarathon: Toward Reliable AI Co-Mathematicians through Long-Horizon Lean Autoformalization","created":"2026-06-03","cited_by_count":12,"area":null},{"id":"2511.18760","title":"HERMES: Towards Efficient and Verifiable Mathematical Reasoning in LLMs","created":"2025-11-24","cited_by_count":11,"area":"lr"},{"id":"2603.19329","title":"Goedel-Code-Prover: Hierarchical Proof Search for Open State-of-the-Art Code Verification","created":"2026-03-18","cited_by_count":11,"area":null},{"id":"2509.22246","title":"ASSESS: A Semantic and Structural Evaluation Framework for Statement Similarity","created":"2025-09-26","cited_by_count":10,"area":null},{"id":"2602.16554","title":"MerLean: An Agentic Framework for Autoformalization in Quantum Computation","created":"2026-02-18","cited_by_count":10,"area":"agents"},{"id":"2604.20209","title":"Scaling Self-Play with Self-Guidance","created":"2026-04-22","cited_by_count":10,"area":"synth"},{"id":"2605.13171","title":"Formal Conjectures: An Open and Evolving Benchmark for Verified Discovery in Mathematics","created":"2026-05-13","cited_by_count":10,"area":null},{"id":"2606.31002","title":"Beyond Compilation: Evaluating Faithful Natural-Language-to-Lean Statement Formalization","created":"2026-06-30","cited_by_count":10,"area":null},{"id":"2602.16793","title":"Escaping the Cognitive Well: Efficient Competition Math with Off-the-Shelf Models","created":"2026-02-18","cited_by_count":9,"area":"lr"},{"id":"2606.06468","title":"Goedel-Architect: Streamlining Formal Theorem Proving with Blueprint Generation and Refinement","created":"2026-06-04","cited_by_count":9,"area":"agents"},{"id":"2606.29493","title":"Faults in Our Formal Benchmarking: Dataset Defects and Evaluation Failures in Lean Theorem Proving","created":"2026-06-28","cited_by_count":9,"area":null},{"id":"2510.10815","title":"DRIFT: Decompose, Retrieve, Illustrate, then Formalize Theorems","created":"2025-10-12","cited_by_count":8,"area":null},{"id":"2510.15940","title":"Lean Finder: Semantic Search for Mathlib That Understands User Intents","created":"2025-10-08","cited_by_count":8,"area":null},{"id":"2602.18307","title":"VeriSoftBench: Repository-Scale Formal Verification Benchmarks for Lean","created":"2026-02-20","cited_by_count":8,"area":null},{"id":"2603.02668","title":"SorryDB: Can AI Provers Complete Real-World Lean Theorems?","created":"2026-03-03","cited_by_count":8,"area":null},{"id":"2604.03071","title":"Automatic Textbook Formalization","created":"2026-04-03","cited_by_count":8,"area":null},{"id":"2508.14644","title":"LeanGeo: Formalizing Competitional Geometry problems in Lean","created":"2025-08-20","cited_by_count":7,"area":"lr"},{"id":"2510.00732","title":"EvolProver: Advancing Automated Theorem Proving by Evolving Formalized Problems via Symmetry and Difficulty","created":"2025-10-01","cited_by_count":7,"area":null},{"id":"2510.06857","title":"Autoformalizer with Tool Feedback","created":"2025-10-08","cited_by_count":7,"area":null},{"id":"2603.21065","title":"LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning","created":"2026-03-22","cited_by_count":7,"area":"agents"},{"id":"2605.02909","title":"Delay, Plateau, or Collapse: Evaluating the Impact of Systematic Verification Error on RLVR","created":"2026-04-06","cited_by_count":7,"area":"lr"},{"id":"2605.17283","title":"OProver: A Unified Framework for Agentic Formal Theorem Proving","created":"2026-05-17","cited_by_count":7,"area":"agents"},{"id":"2606.20068","title":"Process-Verified Reinforcement Learning for Theorem Proving via Lean","created":"2026-06-18","cited_by_count":7,"area":"lr"},{"id":"2510.11769","title":"GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving","created":"2025-10-13","cited_by_count":6,"area":"lr"},{"id":"2508.06931","title":"Automated Formalization via Conceptual Retrieval-Augmented LLMs","created":"2025-08-09","cited_by_count":5,"area":"rag"},{"id":"2510.02335","title":"FormalML: A Benchmark for Evaluating Formal Subgoal Completion in Machine Learning Theory","created":"2025-09-26","cited_by_count":5,"area":null},{"id":"2510.19842","title":"DAG-Math: Graph-of-Thought Guided Mathematical Reasoning in LLMs","created":"2025-10-19","cited_by_count":5,"area":"lr"},{"id":"2510.26094","title":"Lean4Physics: Comprehensive Reasoning Framework for College-level Physics in Lean4","created":"2025-10-30","cited_by_count":5,"area":null},{"id":"2603.19514","title":"Learning to Disprove: Formal Counterexample Generation with Large Language Models","created":"2026-03-19","cited_by_count":5,"area":"lr"},{"id":"2604.26311","title":"DreamProver: Evolving Transferable Lemma Libraries via a Wake-Sleep Theorem-Proving Agent","created":"2026-04-29","cited_by_count":5,"area":"agents"},{"id":"2608.10916","title":"FaithformBench: Benchmarking Faithfulness of Mathematical Chain-of-Thought Autoformalisation","created":"2026-08-11","cited_by_count":5,"area":"lr"},{"id":"2510.09021","title":"RefGrader: Automated Grading of Mathematical Competition Proofs using Agentic Workflows","created":"2025-10-10","cited_by_count":4,"area":"agents"},{"id":"2512.24796","title":"LeanCat: A Benchmark Suite for Formal Category Theory in Lean (Part I: 1-Categories)","created":"2025-12-31","cited_by_count":4,"area":null},{"id":"2602.02561","title":"MathlibLemma: Folklore Lemma Generation and Benchmark for Formal Mathematics","created":"2026-01-30","cited_by_count":4,"area":"lr"},{"id":"2603.15914","title":"The Agentic Researcher: A Practical Guide to AI-Assisted Research in Mathematics and Machine Learning","created":"2026-03-16","cited_by_count":4,"area":"agents"},{"id":"2605.14061","title":"MathAtlas: A Benchmark for Autoformalization in the Wild","created":"2026-05-13","cited_by_count":4,"area":null},{"id":"2605.20531","title":"Pseudo-Formalization for Automatic Proof Verification","created":"2026-05-19","cited_by_count":4,"area":"lr"},{"id":"2606.12594","title":"Pythagoras-Prover: Advancing Efficient Formal Proving via Augmented Lean Formalisation","created":"2026-06-10","cited_by_count":4,"area":"lr"},{"id":"2606.31134","title":"Beyond the Library: An Agentic Framework for Autoformalizing Research Mathematics","created":"2026-06-30","cited_by_count":4,"area":"lr"},{"id":"2608.29270","title":"SHADOWBENCH: Toward Reliable Automatic Evaluation of Semantic Alignment in Autoformalization","created":"2026-08-29","cited_by_count":4,"area":null},{"id":"2601.15737","title":"PhysProver: Advancing Automatic Theorem Proving for Physics","created":"2026-01-22","cited_by_count":3,"area":null},{"id":"2605.06110","title":"On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows","created":"2026-05-07","cited_by_count":3,"area":"agents"},{"id":"2605.10379","title":"Not All Proofs Are Equal: Evaluating LLM Proof Quality Beyond Correctness","created":"2026-05-11","cited_by_count":3,"area":null},{"id":"2605.23772","title":"Agentic Proving for Program Verification","created":"2026-05-22","cited_by_count":3,"area":"agents"},{"id":"2605.28365","title":"Risk-Controlled Lean-as-Judge for Natural-Language Mathematical Reasoning","created":"2026-05-27","cited_by_count":3,"area":"lr"},{"id":"2606.04883","title":"Optimizing the Cost-Quality Tradeoff of Agentic Theorem Provers in Lean","created":"2026-06-03","cited_by_count":3,"area":"agents"},{"id":"2606.05632","title":"Evaluation of LLMs for Mathematical Formalization in Lean","created":"2026-06-04","cited_by_count":3,"area":null},{"id":"2509.14274","title":"Discovering New Theorems via LLMs with In-Context Proof Learning in Lean","created":"2025-09-16","cited_by_count":2,"area":null},{"id":"2511.05705","title":"Long Grounded Thoughts: Synthesizing Visual Problems and Reasoning Chains at Scale","created":"2025-11-07","cited_by_count":2,"area":"lr"},{"id":"2511.11990","title":"Improving Autoformalization Using Direct Dependency Retrieval","created":"2025-11-15","cited_by_count":2,"area":"rag"},{"id":"2511.21056","title":"Bilevel Data Curation for LLM Fine-tuning: Offline Selection and Online Self-Refining Generation","created":"2025-11-26","cited_by_count":2,"area":null},{"id":"2512.18256","title":"MSC-180: A Benchmark for Automated Formal Theorem Proving from Mathematical Subject Classification","created":"2025-12-20","cited_by_count":2,"area":null},{"id":"2601.22365","title":"Towards Solving the Gilbert-Pollak Conjecture via Large Language Models","created":"2026-01-29","cited_by_count":2,"area":null},{"id":"2604.00790","title":"RefineRL: Advancing Competitive Programming with Self-Refinement Reinforcement Learning","created":"2026-04-01","cited_by_count":2,"area":"lr"},{"id":"2605.10141","title":"FormalRewardBench: A Benchmark for Formal Theorem Proving Reward Models","created":"2026-05-11","cited_by_count":2,"area":"alignment"},{"id":"2607.07857","title":"Multi-agent Autoformalization of Tensor Network Theory","created":"2026-07-08","cited_by_count":2,"area":"agents"},{"id":"2607.11307","title":"Efficient Test-Time Optimization for Multi-Agent Proof Autoformalization","created":"2026-07-13","cited_by_count":2,"area":"lr"},{"id":"2608.05141","title":"OctoLong: Mid-Training On Cross-Repository Code Contexts Enhances Long-Context Modeling","created":"2026-08-05","cited_by_count":2,"area":"agents"},{"id":"2511.13043","title":"Spark-Prover-X1: Formal Theorem Proving Through Diverse Data Training","created":"2025-11-17","cited_by_count":1,"area":null},{"id":"2512.14252","title":"G\\\"odel's Poetry","created":"2025-12-16","cited_by_count":1,"area":null},{"id":"2601.06795","title":"GDEPO: Group Dual-dynamic and Equal-right Advantage Policy Optimization with Enhanced Training Data Utilization for Sample-Constrained Reinforcement Learning","created":"2026-01-11","cited_by_count":1,"area":"lr"},{"id":"2601.15714","title":"Even GPT-5.2 Can't Count to Five: The Case for Zero-Error Horizons in Trustworthy LLMs","created":"2026-01-22","cited_by_count":1,"area":null},{"id":"2601.17332","title":"TheoremForge: Scaling up Formal Data Synthesis with Low-Budget Agentic Workflow","created":"2026-01-24","cited_by_count":1,"area":"agents"},{"id":"2601.23166","title":"Monotonic Reference-Free Refinement for Autoformalization","created":"2026-01-30","cited_by_count":1,"area":null},{"id":"2602.20770","title":"Pipeline for Verifying LLM-Generated Mathematical Solutions","created":"2026-02-24","cited_by_count":1,"area":"lr"},{"id":"2603.14147","title":"An Alternative Trajectory for Generative AI","created":"2026-03-14","cited_by_count":1,"area":null},{"id":"2603.19828","title":"FormalEvolve: Neuro-Symbolic Evolutionary Search for Diverse Autoformalization","created":"2026-03-20","cited_by_count":1,"area":null},{"id":"2603.22363","title":"Early Discoveries of Algorithmist I: Promise of Provable Algorithm Synthesis at Scale","created":"2026-03-23","cited_by_count":1,"area":"lr"},{"id":"2603.24465","title":"MechMath: Sorrifier-Driven Formal Decomposition Workflow for Automated Theorem Proving","created":"2026-03-25","cited_by_count":1,"area":"agents"},{"id":"2604.01302","title":"Scaling Reasoning Tokens via RL and Parallel Thinking: Evidence From Competitive Programming","created":"2026-04-01","cited_by_count":1,"area":"lr"},{"id":"2604.15839","title":"Discover and Prove: An Open-source Agentic Framework for Hard Mode Automated Theorem Proving in Lean 4","created":"2026-04-17","cited_by_count":1,"area":"agents"},{"id":"2604.19558","title":"On Reasoning-Centric LLM-based Automated Theorem Proving","created":"2026-04-21","cited_by_count":1,"area":"lr"},{"id":"2604.23698","title":"Benchmarking Testing in Automated Theorem Proving","created":"2026-04-26","cited_by_count":1,"area":null},{"id":"2604.23712","title":"OptProver: Bridging Olympiad and Optimization through Continual Training in Formal Theorem Proving","created":"2026-04-26","cited_by_count":1,"area":null},{"id":"2605.07147","title":"MathlibPR: Pull Request Merge-Readiness Benchmark for Formal Mathematical Libraries","created":"2026-05-08","cited_by_count":1,"area":"lr"},{"id":"2605.15445","title":"From LLM-Generated Conjectures to Lean Formalizations: Automated Polynomial Inequality Proving via Sum-of-Squares Certificates","created":"2026-05-14","cited_by_count":1,"area":"lr"},{"id":"2605.17778","title":"Self-Distillation is Optimal Among Spectral Shrinkage Estimators in Spiked Covariance Models","created":"2026-05-18","cited_by_count":1,"area":"distill"},{"id":"2605.20244","title":"Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search","created":"2026-05-18","cited_by_count":1,"area":"agents"}],"next_cursor":"100"}