Liliang Ren

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authored 2 papers 21 days ago

PaTH Attention: Position Encoding via Accumulating Householder Transformations

Paper • 2505.16381 • Published May 22

Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation

Paper • 2507.06607 • Published Jul 9 • 9

authored 2 papers 4 months ago

Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math

Paper • 2504.21233 • Published Apr 30 • 48

Reinforcement Learning for Reasoning in Large Language Models with One Training Example

Paper • 2504.20571 • Published Apr 29 • 97

authored a paper 6 months ago

Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Paper • 2503.01743 • Published Mar 3 • 88

authored a paper about 1 year ago

Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling

Paper • 2406.07522 • Published Jun 11, 2024 • 41

authored a paper almost 2 years ago

Sparse Modular Activation for Efficient Sequence Modeling

Paper • 2306.11197 • Published Jun 19, 2023 • 1