Federated Learning

Towards Personalized Federated Learning via Heterogeneous Model Reassembly NeurIPS 2023 Towards Unbiased Training in Federated Open-world Semi-supervised Learning ICML 2023 Towards Understanding Ensemble Distillation in Federated Learning ICML 2023 Tunable Soft Prompts are Messengers in Federated Learning EMNLP 2023 Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense AAAI 2023 User-level Private Stochastic Convex Optimization with Optimal Rates ICML 2023 Vertical Federated Graph Neural Network for Recommender System ICML 2023 When Do Curricula Work in Federated Learning? ICCV 2023 Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation AAAI 2023 Wyze Rule: Federated Rule Dataset for Rule Recommendation Benchmarking NeurIPS 2023 Accelerated Federated Learning with Decoupled Adaptive Optimization ICML 2022 A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning NeurIPS 2022 A Coupled Design of Exploiting Record Similarity for Practical Vertical Federated Learning NeurIPS 2022 ActPerFL: Active Personalized Federated Learning ACL 2022 A Federated Approach to Predicting Emojis in Hindi Tweets EMNLP 2022 A Multi-Agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning AAAI 2022 Anarchic Federated Learning ICML 2022 APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers CVPR 2022 Architecture Agnostic Federated Learning for Neural Networks ICML 2022 A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits NeurIPS 2022 Asymptotic Behaviors of Projected Stochastic Approximation: A Jump Diffusion Perspective NeurIPS 2022 AsyncFL: Asynchronous Federated Learning Using Majority Voting with Quantized Model Updates (Student Abstract) AAAI 2022 Asynchronous Upper Confidence Bound Algorithms for Federated Linear Bandits AISTATS 2022 A Unified Analysis of Federated Learning with Arbitrary Client Participation NeurIPS 2022 Avoid Overfitting User Specific Information in Federated Keyword Spotting Interspeech 2022