Zikun Li

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upvoted 7 papers 5 days ago

Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published 10 days ago • 75

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though

Paper • 2501.04682 • Published 11 days ago • 83

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

Paper • 2501.04519 • Published 11 days ago • 231

The GAN is dead; long live the GAN! A Modern GAN Baseline

Paper • 2501.05441 • Published 10 days ago • 77

LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs

Paper • 2501.06186 • Published 9 days ago • 56

VideoRAG: Retrieval-Augmented Generation over Video Corpus

Paper • 2501.05874 • Published 9 days ago • 61

The Lessons of Developing Process Reward Models in Mathematical Reasoning

Paper • 2501.07301 • Published 6 days ago • 80

upvoted a paper 2 months ago

Sample-Efficient Alignment for LLMs

Paper • 2411.01493 • Published Nov 3, 2024 • 10

upvoted a paper 3 months ago

TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention

Paper • 2410.05076 • Published Oct 7, 2024 • 8

upvoted 11 papers 4 months ago

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 136

HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models

Paper • 2409.16191 • Published Sep 24, 2024 • 42

Towards a Unified View of Preference Learning for Large Language Models: A Survey

Paper • 2409.02795 • Published Sep 4, 2024 • 72

Self-Harmonized Chain of Thought

Paper • 2409.04057 • Published Sep 6, 2024 • 17

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 29

Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Paper • 2409.04109 • Published Sep 6, 2024 • 44

Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Paper • 2409.08264 • Published Sep 12, 2024 • 44

DSBench: How Far Are Data Science Agents to Becoming Data Science Experts?

Paper • 2409.07703 • Published Sep 12, 2024 • 67

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval

Paper • 2409.10516 • Published Sep 16, 2024 • 41

NVLM: Open Frontier-Class Multimodal LLMs

Paper • 2409.11402 • Published Sep 17, 2024 • 73

OmniGen: Unified Image Generation

Paper • 2409.11340 • Published Sep 17, 2024 • 109