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• Lococo: Dropping In Convolutions For Long Context Compression
  2024 · 17 citations
• MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models
  2025 · 9 citations
• Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
  2023 · 2 citations
• Improving the Throughput of Diffusion-based Large Language Models via a Training-Free Confidence-Aware Calibration
  2025
• MEMO: Memory-Augmented Model Context Optimization for Robust Multi-Turn Multi-Agent LLM Games
  2026
• Beyond Test-Time Training: Learning to Reason via Hardware-Efficient Optimal Control
  2026
• Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
  2025
• Rethinking Addressing in Language Models via Contexualized Equivariant Positional Encoding
  2025
• Stable-SPAM: How to Train in 4-Bit More Stably than 16-Bit Adam
  2025
• Demystifying the Visual Quality Paradox in Multimodal Large Language Models