| Enhancing Privacy in Federated Learning: Secure Aggregation for Real-World Healthcare Applications | Sep 2, 2024 | CPUFederated Learning | CodeCode Available | 2 |
| Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data | Jul 17, 2024 | Breast Cancer DetectionCancer Classification | CodeCode Available | 2 |
| EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and Voting | Jun 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| A Synthetic Dataset for Personal Attribute Inference | Jun 11, 2024 | AttributeAuthor Profiling | CodeCode Available | 2 |
| Differentially Private Synthetic Data via Foundation Model APIs 2: Text | Mar 4, 2024 | Privacy Preserving | CodeCode Available | 2 |
| Federated Learning with New Knowledge: Fundamentals, Advances, and Futures | Feb 3, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 2 |
| Improved Scene Landmark Detection for Camera Localization | Jan 31, 2024 | Camera LocalizationPose Estimation | CodeCode Available | 2 |
| FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models | Oct 16, 2023 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 2 |
| A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning | Jul 16, 2023 | Continual LearningFederated Learning | CodeCode Available | 2 |
| Does Image Anonymization Impact Computer Vision Training? | Jun 8, 2023 | Face AnonymizationInstance Segmentation | CodeCode Available | 2 |
| FedGH: Heterogeneous Federated Learning with Generalized Global Header | Mar 23, 2023 | Federated LearningPrediction | CodeCode Available | 2 |
| FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning | Feb 27, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 2 |
| Offsite-Tuning: Transfer Learning without Full Model | Feb 9, 2023 | modelPrivacy Preserving | CodeCode Available | 2 |
| DensePose From WiFi | Dec 31, 2022 | 3D Human Pose EstimationBody Detection | CodeCode Available | 2 |
| Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation | Nov 24, 2022 | FairnessFraud Detection | CodeCode Available | 2 |
| Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation | Nov 7, 2022 | Computed Tomography (CT)Denoising | CodeCode Available | 2 |
| NVIDIA FLARE: Federated Learning from Simulation to Real-World | Oct 24, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 2 |
| OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving Desensitization | Oct 4, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 2 |
| TEVR: Improving Speech Recognition by Token Entropy Variance Reduction | Jun 25, 2022 | Automatic Speech Recognition (ASR)Language Modeling | CodeCode Available | 2 |
| CLEAR: A Fully User-side Image Search System | Jun 17, 2022 | Image RetrievalPrivacy Preserving | CodeCode Available | 2 |
| AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning | Apr 12, 2022 | Activity RecognitionDomain Adaptation | CodeCode Available | 2 |
| TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption | Apr 7, 2021 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 2 |
| PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements | May 31, 2025 | Privacy PreservingQuestion Answering | CodeCode Available | 1 |
| CSI-Bench: A Large-Scale In-the-Wild Dataset for Multi-task WiFi Sensing | May 28, 2025 | Multi-Task LearningPrivacy Preserving | CodeCode Available | 1 |
| A Comprehensive Survey of Synthetic Tabular Data Generation | Apr 23, 2025 | Privacy PreservingSurvey | CodeCode Available | 1 |
