| Data-Juicer: A One-Stop Data Processing System for Large Language Models | Sep 5, 2023 | Distributed Computing | CodeCode Available | 5 |
| BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster | Apr 3, 2022 | AutoMLDistributed Computing | CodeCode Available | 5 |
| A Survey on Inference Optimization Techniques for Mixture of Experts Models | Dec 18, 2024 | Computational EfficiencyDistributed Computing | CodeCode Available | 3 |
| MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales | Oct 20, 2018 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 3 |
| Flexible and Scalable Deep Learning with MMLSpark | Apr 11, 2018 | Deep LearningDistributed Computing | CodeCode Available | 3 |
| FedML: A Research Library and Benchmark for Federated Machine Learning | Jul 27, 2020 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 2 |
| Fiber: A Platform for Efficient Development and Distributed Training for Reinforcement Learning and Population-Based Methods | Mar 25, 2020 | Distributed ComputingReinforcement Learning | CodeCode Available | 2 |
| Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future Directions | Mar 20, 2025 | 2D Object DetectionDistributed Computing | CodeCode Available | 1 |
| Binary Bleed: Fast Distributed and Parallel Method for Automatic Model Selection | Jul 26, 2024 | Dimensionality ReductionDistributed Computing | CodeCode Available | 1 |
| PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learning | Mar 26, 2024 | Deep Reinforcement LearningDistributed Computing | CodeCode Available | 1 |
| Scalable Agent-Based Modeling for Complex Financial Market Simulations | Dec 22, 2023 | Decision MakingDistributed Computing | CodeCode Available | 1 |
| FlexModel: A Framework for Interpretability of Distributed Large Language Models | Dec 5, 2023 | Distributed ComputingGPU | CodeCode Available | 1 |
| Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training | Sep 21, 2023 | backdoor defenseDistributed Computing | CodeCode Available | 1 |
| Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training | Sep 21, 2023 | backdoor defenseDistributed Computing | CodeCode Available | 1 |
| Graph Convolution Based Efficient Re-Ranking for Visual Retrieval | Jun 15, 2023 | Distributed ComputingImage Retrieval | CodeCode Available | 1 |
| fseval: A Benchmarking Framework for Feature Selection and Feature Ranking Algorithms | Nov 23, 2022 | Automated Feature EngineeringBenchmarking | CodeCode Available | 1 |
| Sky Computing: Accelerating Geo-distributed Computing in Federated Learning | Feb 24, 2022 | Distributed ComputingFederated Learning | CodeCode Available | 1 |
| Distributed Multi-Agent Reinforcement Learning with One-hop Neighbors and Compute Straggler Mitigation | Feb 18, 2022 | Distributed ComputingMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| LBCF: A Large-Scale Budget-Constrained Causal Forest Algorithm | Jan 29, 2022 | Distributed ComputingMarketing | CodeCode Available | 1 |
| MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems | Dec 14, 2021 | Cloud ComputingDistributed Computing | CodeCode Available | 1 |
| MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning | Jun 5, 2021 | Atari GamesCPU | CodeCode Available | 1 |
| FoV-NeRF: Foveated Neural Radiance Fields for Virtual Reality | Mar 30, 2021 | Distributed ComputingNeRF | CodeCode Available | 1 |
| Large-scale Neural Solvers for Partial Differential Equations | Sep 8, 2020 | Distributed Computing | CodeCode Available | 1 |
| MANGO: A Python Library for Parallel Hyperparameter Tuning | May 22, 2020 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 1 |
| Hoplite: Efficient and Fault-Tolerant Collective Communication for Task-Based Distributed Systems | Feb 13, 2020 | Distributed Computingreinforcement-learning | CodeCode Available | 1 |
| Optuna: A Next-generation Hyperparameter Optimization Framework | Jul 25, 2019 | Distributed ComputingHyperparameter Optimization | CodeCode Available | 1 |
| Evolutionary Neural AutoML for Deep Learning | Feb 18, 2019 | AutoMLDeep Learning | CodeCode Available | 1 |
| A System for Massively Parallel Hyperparameter Tuning | Oct 13, 2018 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 1 |
| Distributed Deep Neural Networks over the Cloud, the Edge and End Devices | Sep 6, 2017 | Distributed ComputingObject Recognition | CodeCode Available | 1 |
| Towards an Introspective Dynamic Model of Globally Distributed Computing Infrastructures | Jun 24, 2025 | Distributed ComputingManagement | —Unverified | 0 |
| Centroid Approximation for Byzantine-Tolerant Federated Learning | Jun 18, 2025 | Distributed ComputingFederated Learning | —Unverified | 0 |
| BanditWare: A Contextual Bandit-based Framework for Hardware Prediction | Jun 16, 2025 | Distributed Computing | —Unverified | 0 |
| Accessibility Barriers in Multi-Terabyte Public Datasets: The Gap Between Promise and Practice | Jun 16, 2025 | Distributed Computing | —Unverified | 0 |
| Compositional and Equilibrium-Free Conditions for Power System Stability -- Part II: Method and Application | Jun 13, 2025 | Distributed Computing | —Unverified | 0 |
| Distributed Beamforming Using Decentralized Time Synchronization in a Six-Element Array | May 19, 2025 | Distributed Computing | —Unverified | 0 |
| Bridging Quantized Artificial Neural Networks and Neuromorphic Hardware | May 18, 2025 | Distributed Computing | —Unverified | 0 |
| Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey | May 3, 2025 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End Devices | May 1, 2025 | Continual LearningContrastive Learning | CodeCode Available | 0 |
| Enhancing Variable Selection in Large-scale Logistic Regression: Leveraging Manual Labeling with Beneficial Noise | Apr 23, 2025 | Distributed ComputingVariable Selection | —Unverified | 0 |
| You Don't Need All Attentions: Distributed Dynamic Fine-Tuning for Foundation Models | Apr 16, 2025 | AllDistributed Computing | —Unverified | 0 |
| Tree-Guided L_1-Convex Clustering | Mar 31, 2025 | ClusteringComputational Efficiency | CodeCode Available | 0 |
| Goal-oriented Spectrum Sharing: Trading Edge Inference Power for Data Streaming Performance | Mar 14, 2025 | Distributed Computing | —Unverified | 0 |
| Fundamental Limits of Hierarchical Secure Aggregation with Cyclic User Association | Mar 6, 2025 | Distributed ComputingFederated Learning | —Unverified | 0 |
| Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems | Mar 5, 2025 | BenchmarkingCPU | CodeCode Available | 0 |
| Supporting the development of Machine Learning for fundamental science in a federated Cloud with the AI_INFN platform | Feb 28, 2025 | Distributed ComputingDiversity | —Unverified | 0 |
| A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments | Feb 22, 2025 | Autonomous VehiclesDistributed Computing | —Unverified | 0 |
| Evolutionary Algorithms Approach For Search Based On Semantic Document Similarity | Feb 20, 2025 | Cloud ComputingDistributed Computing | —Unverified | 0 |
| Continuous K-Max Bandits | Feb 19, 2025 | Distributed ComputingMulti-Armed Bandits | —Unverified | 0 |
| Meta-Computing Enhanced Federated Learning in IIoT: Satisfaction-Aware Incentive Scheme via DRL-Based Stackelberg Game | Feb 10, 2025 | Deep Reinforcement LearningDistributed Computing | —Unverified | 0 |
| DistrEE: Distributed Early Exit of Deep Neural Network Inference on Edge Devices | Feb 6, 2025 | Autonomous VehiclesCollaborative Inference | —Unverified | 0 |