Luyi

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authored 6 papers 4 months ago

LongHeads: Multi-Head Attention is Secretly a Long Context Processor

Paper • 2402.10685 • Published Feb 16, 2024 • 1

LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration

Paper • 2402.11550 • Published Feb 18, 2024 • 19

A Controlled Study on Long Context Extension and Generalization in LLMs

Paper • 2409.12181 • Published Sep 18, 2024 • 45

Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models

Paper • 2404.00884 • Published Apr 1, 2024 • 1

Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation

Paper • 2504.18857 • Published Apr 26, 2025

R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?

Paper • 2510.08189 • Published Oct 9, 2025 • 27