Liliang Ren

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upvoted 2 papers 7 months ago

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

Paper • 2507.06607 • Published Jul 9, 2025 • 10

Multiverse: Your Language Models Secretly Decide How to Parallelize and Merge Generation

Paper • 2506.09991 • Published Jun 11, 2025 • 55

upvoted 2 papers 9 months ago

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

Paper • 2504.21233 • Published Apr 30, 2025 • 49

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

Paper • 2504.20571 • Published Apr 29, 2025 • 98

upvoted 2 papers over 1 year ago

Gated Slot Attention for Efficient Linear-Time Sequence Modeling

Paper • 2409.07146 • Published Sep 11, 2024 • 20

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

Paper • 2406.07522 • Published Jun 11, 2024 • 40

upvoted a paper about 2 years ago

Sparse Modular Activation for Efficient Sequence Modeling

Paper • 2306.11197 • Published Jun 19, 2023 • 1