| FedGH: Heterogeneous Federated Learning with Generalized Global Header | Mar 23, 2023 | Federated LearningPrediction | CodeCode Available | 2 | 5 |
| A Synthetic Dataset for Personal Attribute Inference | Jun 11, 2024 | AttributeAuthor Profiling | CodeCode Available | 2 | 5 |
| FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning | Feb 27, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 2 | 5 |
| Investigating Affective Use and Emotional Well-being on ChatGPT | Apr 4, 2025 | Privacy Preserving | CodeCode Available | 2 | 5 |
| Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation | Nov 24, 2022 | FairnessFraud Detection | 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 |
| Encrypted Vector Similarity Computations Using Partially Homomorphic Encryption: Applications and Performance Analysis | Mar 7, 2025 | Image RetrievalPrivacy Preserving | 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 |
| Does Image Anonymization Impact Computer Vision Training? | Jun 8, 2023 | Face AnonymizationInstance Segmentation | CodeCode Available | 2 | 5 |
| Differentially Private Synthetic Data via Foundation Model APIs 2: Text | Mar 4, 2024 | Privacy Preserving | CodeCode Available | 2 | 5 |
| 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 | 5 |
| Enhancing Privacy in Federated Learning: Secure Aggregation for Real-World Healthcare Applications | Sep 2, 2024 | CPUFederated Learning | CodeCode Available | 2 | 5 |
| A Survey on Federated Fine-tuning of Large Language Models | Mar 15, 2025 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 2 | 5 |
| DensePose From WiFi | Dec 31, 2022 | 3D Human Pose EstimationBody Detection | CodeCode Available | 2 | 5 |
| AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning | Apr 12, 2022 | Activity RecognitionDomain Adaptation | 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 |
| Federated Learning with New Knowledge: Fundamentals, Advances, and Futures | Feb 3, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 2 | 5 |
| Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing | Nov 25, 2024 | Privacy Preserving | CodeCode Available | 2 | 5 |
| A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning | Jul 16, 2023 | Continual LearningFederated Learning | 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 |
| Learnware of Language Models: Specialized Small Language Models Can Do Big | May 19, 2025 | Privacy PreservingQuestion Answering | CodeCode Available | 2 | 5 |
| CLEAR: A Fully User-side Image Search System | Jun 17, 2022 | Image RetrievalPrivacy Preserving | CodeCode Available | 2 | 5 |
| Communication-Efficient Federated Learning with Binary Neural Networks | Oct 5, 2021 | BinarizationFederated Learning | CodeCode Available | 1 | 5 |
| A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service | Mar 30, 2020 | Deep LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| COMODO: Cross-Modal Video-to-IMU Distillation for Efficient Egocentric Human Activity Recognition | Mar 10, 2025 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 1 | 5 |
