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• LISA: Layerwise Importance Sampling For Memory-efficient Large Language Model Fine-tuning
  2024 · 106 citations
• Sayself: Teaching Llms To Express Confidence With Self-reflective Rationales
  2024 · 95 citations
• R-tuning: Instructing Large Language Models To Say `I Don't Know'
  2023 · 89 citations
• Can We Verify Step By Step For Incorrect Answer Detection?
  2024 · 16 citations
• TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts
  2024 · 11 citations
• Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception
  2026
• GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation Scaling
  2025
• Hymba: A Hybrid-head Architecture for Small Language Models
  2024