| In between myth and reality: AI for math -- a case study in category theory | Apr 17, 2025 | Math | —Unverified | 0 |
| Rethinking the Generation of High-Quality CoT Data from the Perspective of LLM-Adaptive Question Difficulty Grading | Apr 16, 2025 | 2kCode Generation | —Unverified | 0 |
| Entropy-Guided Watermarking for LLMs: A Test-Time Framework for Robust and Traceable Text Generation | Apr 16, 2025 | GSM8KMath | —Unverified | 0 |
| Reinforcement Learning from Human Feedback | Apr 16, 2025 | MathPhilosophy | CodeCode Available | 5 |
| ReTool: Reinforcement Learning for Strategic Tool Use in LLMs | Apr 15, 2025 | MathMathematical Reasoning | —Unverified | 0 |
| Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation | Apr 15, 2025 | MathQuantum Machine Learning | CodeCode Available | 1 |
| M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models | Apr 14, 2025 | MambaMath | CodeCode Available | 1 |
| Heimdall: test-time scaling on the generative verification | Apr 14, 2025 | Math | —Unverified | 0 |
| Efficient Process Reward Model Training via Active Learning | Apr 14, 2025 | Active LearningMath | CodeCode Available | 1 |
| The Jailbreak Tax: How Useful are Your Jailbreak Outputs? | Apr 14, 2025 | Math | CodeCode Available | 1 |
| Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution | Apr 13, 2025 | GSM8KMath | CodeCode Available | 3 |
| VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning | Apr 10, 2025 | MathMultimodal Reasoning | CodeCode Available | 2 |
| Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory | Apr 10, 2025 | MathMMLU | CodeCode Available | 3 |
| Task-Circuit Quantization: Leveraging Knowledge Localization and Interpretability for Compression | Apr 10, 2025 | MathMMLU | CodeCode Available | 1 |
| Supervised Optimism Correction: Be Confident When LLMs Are Sure | Apr 10, 2025 | GSM8KMath | —Unverified | 0 |
| GPT Carry-On: Training Foundation Model for Customization Could Be Simple, Scalable and Affordable | Apr 10, 2025 | GPUMath | —Unverified | 0 |
| MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning | Apr 9, 2025 | Code GenerationDiversity | —Unverified | 0 |
| Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization | Apr 8, 2025 | MathMathematical Reasoning | CodeCode Available | 2 |
| MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models | Apr 8, 2025 | MathMultimodal Reasoning | CodeCode Available | 1 |
| Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language Models | Apr 7, 2025 | Dialogue EvaluationFairness | CodeCode Available | 2 |
| Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use | Apr 7, 2025 | GSM8KMath | —Unverified | 0 |
| Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models | Apr 7, 2025 | MathQuantization | CodeCode Available | 2 |
| Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification | Apr 7, 2025 | Logical ReasoningMath | —Unverified | 0 |
| Efficient Reinforcement Finetuning via Adaptive Curriculum Learning | Apr 7, 2025 | MathMathematical Reasoning | CodeCode Available | 2 |
| Retro-Search: Exploring Untaken Paths for Deeper and Efficient Reasoning | Apr 6, 2025 | Math | —Unverified | 0 |
