Li Lyna Zhang

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authored a paper 7 months ago

LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 63

authored a paper 9 months ago

rStar2-Agent: Agentic Reasoning Technical Report

Paper • 2508.20722 • Published Aug 28, 2025 • 118

authored a paper 11 months ago

rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset

Paper • 2505.21297 • Published May 27, 2025 • 29

authored 2 papers about 1 year ago

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

Paper • 2503.01743 • Published Mar 3, 2025 • 90

LongRoPE2: Near-Lossless LLM Context Window Scaling

Paper • 2502.20082 • Published Feb 27, 2025 • 36

authored 3 papers over 1 year ago

Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization

Paper • 2502.04295 • Published Feb 6, 2025 • 13

rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published Jan 8, 2025 • 290

VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models

Paper • 2409.17066 • Published Sep 25, 2024 • 28

authored a paper almost 2 years ago

Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Paper • 2408.06195 • Published Aug 12, 2024 • 73

authored 2 papers about 2 years ago

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Paper • 2404.14219 • Published Apr 22, 2024 • 260

LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21, 2024 • 116

authored 5 papers over 2 years ago

Boosting LLM Reasoning: Push the Limits of Few-shot Learning with Reinforced In-Context Pruning

Paper • 2312.08901 • Published Dec 14, 2023

Compresso: Structured Pruning with Collaborative Prompting Learns Compact Large Language Models

Paper • 2310.05015 • Published Oct 8, 2023 • 1

Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference

Paper • 2306.14393 • Published Jun 26, 2023

ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices

Paper • 2303.09730 • Published Mar 17, 2023 • 1

SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference

Paper • 2303.08308 • Published Mar 15, 2023 • 1