| SparseLLM: Towards Global Pruning for Pre-trained Language Models | Feb 28, 2024 | Computational EfficiencyProblem Decomposition | CodeCode Available | 2 | 5 |
| Meta-Design Matters: A Self-Design Multi-Agent System | May 21, 2025 | MathProblem Decomposition | CodeCode Available | 2 | 5 |
| MAS-Zero: Designing Multi-Agent Systems with Zero Supervision | May 26, 2025 | MathProblem Decomposition | CodeCode Available | 2 | 5 |
| Decomposition Strategies and Multi-shot ASP Solving for Job-shop Scheduling | May 16, 2022 | Combinatorial OptimizationJob Shop Scheduling | CodeCode Available | 1 | 5 |
| TableTime: Reformulating Time Series Classification as Zero-Shot Table Understanding via Large Language Models | Nov 24, 2024 | Problem DecompositionTime Series | CodeCode Available | 1 | 5 |
| Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning | Oct 21, 2023 | Overall - TestProblem Decomposition | CodeCode Available | 1 | 5 |
| Divide-or-Conquer? Which Part Should You Distill Your LLM? | Feb 22, 2024 | Problem Decomposition | CodeCode Available | 1 | 5 |
| SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation | Nov 17, 2024 | Code GenerationDiversity | CodeCode Available | 1 | 5 |
| AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need | Jun 18, 2025 | GSM8KHumanEval | CodeCode Available | 0 | 5 |
| Learning Reward Machines for Partially Observable Reinforcement Learning | Dec 1, 2019 | Partially Observable Reinforcement LearningProblem Decomposition | CodeCode Available | 0 | 5 |
