| Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team | Jun 17, 2025 | Code GenerationGSM8K | CodeCode Available | 1 |
| Steering LLM Thinking with Budget Guidance | Jun 16, 2025 | Math | CodeCode Available | 1 |
| RePO: Replay-Enhanced Policy Optimization | Jun 11, 2025 | MathMathematical Reasoning | CodeCode Available | 1 |
| Resa: Transparent Reasoning Models via SAEs | Jun 11, 2025 | Math | CodeCode Available | 1 |
| ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs | Jun 11, 2025 | Code GenerationDiagnostic | CodeCode Available | 1 |
| SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning | Jun 10, 2025 | Knowledge DistillationMath | CodeCode Available | 1 |
| WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning | Jun 9, 2025 | MathMathematical Reasoning | CodeCode Available | 1 |
| Generating Pedagogically Meaningful Visuals for Math Word Problems: A New Benchmark and Analysis of Text-to-Image Models | Jun 4, 2025 | Math | CodeCode Available | 1 |
| STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework | Jun 2, 2025 | Math | CodeCode Available | 1 |
| Agent-X: Evaluating Deep Multimodal Reasoning in Vision-Centric Agentic Tasks | May 30, 2025 | Autonomous DrivingMath | CodeCode Available | 1 |
