| AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need | Jun 18, 2025 | GSM8KHumanEval | CodeCode Available | 0 |
| RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step Retrieval | Jun 10, 2025 | Problem DecompositionRetrieval | CodeCode Available | 0 |
| Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning | Jun 5, 2025 | Mathematical ReasoningProblem Decomposition | —Unverified | 0 |
| MAS-Zero: Designing Multi-Agent Systems with Zero Supervision | May 26, 2025 | MathProblem Decomposition | CodeCode Available | 2 |
| Meta-Design Matters: A Self-Design Multi-Agent System | May 21, 2025 | MathProblem Decomposition | CodeCode Available | 2 |
| Interpretable Traces, Unexpected Outcomes: Investigating the Disconnect in Trace-Based Knowledge Distillation | May 20, 2025 | Information RetrievalKnowledge Distillation | —Unverified | 0 |
| Trace-of-Thought Prompting: Investigating Prompt-Based Knowledge Distillation Through Question Decomposition | Apr 29, 2025 | GSM8KKnowledge Distillation | —Unverified | 0 |
| Training Large Language Models to Reason via EM Policy Gradient | Apr 24, 2025 | GSM8KMath | —Unverified | 0 |
| Availability of Perfect Decomposition in Statistical Linkage Learning for Unitation-based Function Concatenations | Mar 18, 2025 | Problem Decomposition | —Unverified | 0 |
| LADDER: Self-Improving LLMs Through Recursive Problem Decomposition | Mar 2, 2025 | Problem Decompositionreinforcement-learning | —Unverified | 0 |
