Junhui He

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upvoted 2 papers 2 months ago

CHESS: Optimizing LLM Inference via Channel-Wise Thresholding and Selective Sparsification

Paper • 2409.01366 • Published Sep 2, 2024 • 1

POP: Prefill-Only Pruning for Efficient Large Model Inference

Paper • 2602.03295 • Published Feb 3 • 4

upvoted a paper about 1 year ago

A^2ATS: Retrieval-Based KV Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector Quantization

Paper • 2502.12665 • Published Feb 18, 2025 • 1