| SparseLLM: Towards Global Pruning for Pre-trained Language Models | Feb 28, 2024 | Computational EfficiencyProblem Decomposition | CodeCode Available | 2 |
| Divide-or-Conquer? Which Part Should You Distill Your LLM? | Feb 22, 2024 | Problem Decomposition | CodeCode Available | 1 |
| Client Orchestration and Cost-Efficient Joint Optimization for NOMA-Enabled Hierarchical Federated Learning | Nov 3, 2023 | Federated LearningProblem Decomposition | —Unverified | 0 |
| Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning | Oct 21, 2023 | Overall - TestProblem Decomposition | CodeCode Available | 1 |
| Adaptive-Solver Framework for Dynamic Strategy Selection in Large Language Model Reasoning | Oct 1, 2023 | Computational EfficiencyLanguage Modeling | CodeCode Available | 0 |
| LLM Guided Inductive Inference for Solving Compositional Problems | Sep 20, 2023 | Problem DecompositionQuestion Answering | —Unverified | 0 |
| Data-driven Topology and Parameter Identification in Distribution Systems with limited Measurements | Aug 18, 2023 | Problem DecompositionTime Series | —Unverified | 0 |
| Fast Matrix Multiplication Without Tears: A Constraint Programming Approach | Jun 1, 2023 | Deep Reinforcement LearningProblem Decomposition | CodeCode Available | 0 |
| Rolling Horizon based Temporal Decomposition for the Offline Pickup and Delivery Problem with Time Windows | Mar 6, 2023 | Combinatorial OptimizationProblem Decomposition | CodeCode Available | 0 |
| Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal Navigation | Dec 17, 2022 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
