| WebLLM: A High-Performance In-Browser LLM Inference Engine | Dec 20, 2024 | CPUGPU | CodeCode Available | 11 | 5 |
| PowerInfer-2: Fast Large Language Model Inference on a Smartphone | Jun 10, 2024 | CPULanguage Modeling | CodeCode Available | 9 | 5 |
| FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System | Mar 20, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 4 | 5 |
| OnPrem.LLM: A Privacy-Conscious Document Intelligence Toolkit | May 12, 2025 | GPUPrivacy Preserving | CodeCode Available | 4 | 5 |
| Eliminating Domain Bias for Federated Learning in Representation Space | Nov 25, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 4 | 5 |
| GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning | Aug 20, 2023 | FairnessFederated Learning | CodeCode Available | 4 | 5 |
| BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text | Mar 27, 2024 | ArticlesLanguage Modeling | CodeCode Available | 4 | 5 |
| A Survey on LoRA of Large Language Models | Jul 8, 2024 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 3 | 5 |
| Privacy-Preserving Tree-Based Inference with TFHE | Feb 13, 2023 | Privacy Preserving | CodeCode Available | 3 | 5 |
| OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning | Feb 10, 2024 | Federated LearningInstruction Following | CodeCode Available | 3 | 5 |
| Deep Neural Networks for Encrypted Inference with TFHE | Feb 13, 2023 | Privacy Preserving | CodeCode Available | 3 | 5 |
| HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors | Nov 17, 2022 | Activity PredictionActivity Recognition | CodeCode Available | 3 | 5 |
| CHESS: Contextual Harnessing for Efficient SQL Synthesis | May 27, 2024 | Large Language ModelPrivacy Preserving | CodeCode Available | 3 | 5 |
| Syft 0.5: A Platform for Universally Deployable Structured Transparency | Apr 26, 2021 | Privacy Preserving | CodeCode Available | 3 | 5 |
| FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning | Feb 27, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 2 | 5 |
| FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models | Oct 16, 2023 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 2 | 5 |
| Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting | Dec 5, 2024 | Federated LearningManagement | CodeCode Available | 2 | 5 |
| Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data | Jul 17, 2024 | Breast Cancer DetectionCancer Classification | CodeCode Available | 2 | 5 |
| Enhancing Privacy in Federated Learning: Secure Aggregation for Real-World Healthcare Applications | Sep 2, 2024 | CPUFederated Learning | CodeCode Available | 2 | 5 |
| Evaluation of Bio-Inspired Models under Different Learning Settings For Energy Efficiency in Network Traffic Prediction | Dec 23, 2024 | Privacy PreservingTraffic Prediction | CodeCode Available | 2 | 5 |
| Federated Learning with New Knowledge: Fundamentals, Advances, and Futures | Feb 3, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 2 | 5 |
| Differentially Private Synthetic Data via Foundation Model APIs 2: Text | Mar 4, 2024 | Privacy Preserving | CodeCode Available | 2 | 5 |
| DensePose From WiFi | Dec 31, 2022 | 3D Human Pose EstimationBody Detection | CodeCode Available | 2 | 5 |
| Encrypted Vector Similarity Computations Using Partially Homomorphic Encryption: Applications and Performance Analysis | Mar 7, 2025 | Image RetrievalPrivacy Preserving | CodeCode Available | 2 | 5 |
| Does Image Anonymization Impact Computer Vision Training? | Jun 8, 2023 | Face AnonymizationInstance Segmentation | CodeCode Available | 2 | 5 |
