Jiayi Yuan

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authored 7 papers 8 months ago

Robust Tickets Can Transfer Better: Drawing More Transferable Subnetworks in Transfer Learning

Paper • 2304.11834 • Published Apr 24, 2023 • 1

KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

Paper • 2402.02750 • Published Feb 5, 2024 • 4

KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches

Paper • 2407.01527 • Published Jul 1, 2024

DHP Benchmark: Are LLMs Good NLG Evaluators?

Paper • 2408.13704 • Published Aug 25, 2024

The Science of Evaluating Foundation Models

Paper • 2502.09670 • Published Feb 12, 2025 • 1

AutoL2S: Auto Long-Short Reasoning for Efficient Large Language Models

Paper • 2505.22662 • Published May 28, 2025 • 6

Give Me FP32 or Give Me Death? Challenges and Solutions for Reproducible Reasoning

Paper • 2506.09501 • Published Jun 11, 2025 • 19

authored a paper 11 months ago

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Paper • 2503.16419 • Published Mar 20, 2025 • 77