ICML 2025 Past AgentsFederated learning
ICML 2025 Workshop on Collaborative and Federated Agentic Workflows
CFAgentic @ ICML'25
- Submission deadline
- May 28, 2025, 11:59 UTC imported from OpenReview — check the website for extensions
- Submission portal
- OpenReview
- Notes
- Auto-imported from the OpenReview venue record on 2026-06-10 — please verify and enrich (topics are keyword-guessed).
Accepted papers (31)
Fetched from OpenReview (v2) on 2026-06-10.
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Advancing Agentic AI: Decentralized and Verifiable Collaboration for Next-Generation Foundation Model Development
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AGENT KB: A Hierarchical Memory Framework for Cross-Domain Agentic Problem Solving
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Bidding for Influence: Auction-Driven Diffusion Image Generation
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CAF-I: A Collaborative Multi-Agent Framework for Enhanced Irony Detection with Large Language Models
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Can One Safety Loop Guard Them All? \\ Agentic Guard Rails for Federated Computing
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CoEM: Collaborative Editable Model
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Collective Bias Mitigation via Model Routing and Collaboration
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DBA-DFL: Towards Distributed Backdoor Attacks with Network Detection in Decentralized Federated Learning
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DebFlow: Automating Agent Creation via Agent Debate
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DP-AdamW: Investigating Decoupled Weight Decay and Bias Correction in Private Deep Learning
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EconEvals: Benchmarks and Litmus Tests for LLM Agents in Unknown Environments
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Federated Forgetting in Agentic Workflows: GDPR Compliance Experiments with Synthetic User Logs
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Federated Submodular Maximization: Improved Communication Rounds and Bit Complexity
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FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching
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Fluid Democracy in Federated Data Aggregation
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Generalizing Trust: Weak-to-Strong Trustworthiness in Language Models
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Interpretable Multi-Agent Communication via Information Gating
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Leveraging Uncertainty Estimation for Efficient LLM Routing
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LLMSELECTOR: Learning to Select Models in Compound AI Systems
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LoRA-FL: A Low-Rank Adversarial Attack for Compromising Group Fairness in Federated Learning
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MAD-Sherlock: Multi-Agent Debate for Visual Misinformation Detection
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Mitigating Unintended Memorization with LoRA in Federated Learning for LLMs
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MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users
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Multiple Automated Finance Integration Agents (MAFIA) With Self-Healing
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Parrot: An Agentic Classroom AI
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Position: Agentic Federated Learning for AI-Driven Strategy Design and Optimization
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Privacy-Enhancing Paradigms within Federated Multi-Agent Systems
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Private Federated Learning with Provable Convergence via Smoothed Normalization
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Spatio-Temporal Gradient Matching for Federated Continual Learning
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Vision: How to fully unleash the productivity of Agentic AI? Decentralized Agent Swarm Network
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Who Should Be Consulted? Targeted Expert Selection for Rare Disease Diagnosis