This repository contains the code and experiments related to our paper: "Mitigating Unintended Memorization with LoRA in Federated Learning for LLMs"
☆14Apr 1, 2025Updated last year
Alternatives and similar repositories for federated-llms
Users that are interested in federated-llms are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Differentially Private Federated Learning: A Client Level Perspective☆12Jul 3, 2019Updated 7 years ago
- A MEDS, "Everything-is-code" style Autoregressive Generative Model, capable of zero-shot inference.☆12Oct 19, 2026Updated 2 weeks ago
- ☆12Jan 16, 2024Updated 2 years ago
- Produce results of federated algorithms on various benchmarks☆17Oct 11, 2024Updated 2 years ago
- CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines☆20Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- MCP server for Open Targets data☆19Oct 9, 2026Updated 3 weeks ago
- Official Implementation of FedRCL (CVPR 2024)☆28Jun 6, 2024Updated 2 years ago
- ☆56Feb 23, 2024Updated 2 years ago
- Latest Advances on Federated LLM Learning☆114Jul 7, 2025Updated last year
- Libraries for efficient and scalable group-structured dataset pipelines.☆25Jul 8, 2026Updated 3 months ago
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆71Apr 17, 2025Updated last year
- Code for the paper "Time-to-event pretraining for 3D medical imaging"☆13May 8, 2025Updated last year
- ☆11Oct 16, 2022Updated 4 years ago
- linux环境下shell和C语言分别开发学生管理系统☆13Jan 19, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆14Apr 23, 2026Updated 6 months ago
- ☆17Feb 17, 2024Updated 2 years ago
- ☆14May 31, 2025Updated last year
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆69Mar 12, 2025Updated last year
- Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers☆10May 13, 2025Updated last year
- This is the implementation of the paper: Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generati…☆11Apr 22, 2026Updated 6 months ago
- Robust Federated Learning for Large Language Models in Adversarial Wireless Environments☆16Mar 7, 2025Updated last year
- 一套为研究生和学术研究者设计的完整AI Prompt库 📖 包含内容： ✨ 40+ 精心设计的AI Prompt ✨ 论文选题系统方法（生成、评估、论证） ✨ 论文查找快速方案（8个不同方案） ✨ 文献综述框架和工具 ✨ Excel自动评估表格 ✨ 3个完整的论证模板 …☆15Feb 12, 2026Updated 8 months ago
- Official implementation for paper "FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning" (NeurIPS 2023).☆13Oct 25, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)☆12Jun 7, 2024Updated 2 years ago
- ☆15Mar 27, 2024Updated 2 years ago
- [ICLR'24] Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate☆14Jun 17, 2025Updated last year
- ☆12Sep 25, 2025Updated last year
- This is the official release code of AAAI2023 accepted paper: "Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction"☆12Nov 23, 2022Updated 3 years ago
- ☆17Nov 24, 2025Updated 11 months ago
- ☆12Oct 12, 2024Updated 2 years ago
- This github contains the implementation of the method proposed in MDGNN_BS paper☆13May 9, 2024Updated 2 years ago
- ☆47Nov 12, 2025Updated 11 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for LLM_Catastrophic_Forgetting via SAM.☆11Jun 7, 2024Updated 2 years ago
- Repository for Federated Learning with Differential Privacy☆11May 28, 2022Updated 4 years ago
- A framework to learn Compressive Learning system with multidimensional data☆13Jul 26, 2021Updated 5 years ago
- ☆17Apr 3, 2025Updated last year
- Official code for "Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach" (NeurIPS 2024).☆13Dec 28, 2024Updated last year
- Implementation codes for NeurIPS23 paper "Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts"☆14Mar 19, 2024Updated 2 years ago
- Internal Consistency Regularization (CROW) for LLM Backdoor Elimination - Paper accepted to ICML 2025☆18May 6, 2025Updated last year