Shang Yang

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authored 9 papers 11 months ago

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Paper • 2306.00978 • Published Jun 1, 2023 • 11

QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving

Paper • 2405.04532 • Published May 7, 2024

FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer

Paper • 2301.08739 • Published Jan 20, 2023

LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Paper • 2408.10188 • Published Aug 19, 2024 • 52

HART: Efficient Visual Generation with Hybrid Autoregressive Transformer

Paper • 2410.10812 • Published Oct 14, 2024 • 18

Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models

Paper • 2410.10733 • Published Oct 14, 2024 • 9

DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads

Paper • 2410.10819 • Published Oct 14, 2024 • 7

NVILA: Efficient Frontier Visual Language Models

Paper • 2412.04468 • Published Dec 5, 2024 • 59

LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention

Paper • 2502.14866 • Published Feb 20, 2025 • 13