XiuyingWei

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authored 2 papers 2 months ago

RAT: Bridging RNN Efficiency and Attention Accuracy in Language Modeling

Paper • 2507.04416 • Published Jul 6, 2025 • 1

RAT+: Train Dense, Infer Sparse -- Recurrence Augmented Attention for Dilated Inference

Paper • 2602.18196 • Published Feb 20 • 1

authored 4 papers 10 months ago

QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models

Paper • 2310.08041 • Published Oct 12, 2023 • 1

Lossy and Lossless (L$^2$) Post-training Model Size Compression

Paper • 2308.04269 • Published Aug 8, 2023

From Markov to Laplace: How Mamba In-Context Learns Markov Chains

Paper • 2502.10178 • Published Feb 14, 2025

Building on Efficient Foundations: Effectively Training LLMs with Structured Feedforward Layers

Paper • 2406.16450 • Published Jun 24, 2024