activity
20222026
most citedFedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data

74 citations · 104 across the 8 of their papers we have counts for

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Showing 2026 · cs.AIShow all

2 papers · 2 filters

cs.AI2026

ScienceFlow: A long-horizon agent for ML research, scientific discovery and beyond

Mingming Zhao, Jiqian Dong, Kangping Xu +16

Enabling LLM agents to sustain productive, stable, and goal-aligned research over extended horizons is a central challenge for autonomous machine learning and scientific discovery,…

cs.AI2026

Hierarchical Self-Improvement: A Framework for Task-Specific Evolvable Agent Harnesses

Tailin Zhou

Modern LLM agents are often improved by modifying prompts, tools, or workflows manually, while the executable scaffold surrounding the model---the \emph{harness}---is typically tre…