Li Pengyi

LiPengyi29's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

updated a collection about 1 month ago

P-GRPO

Collection

Exploration for RL in Large Language Models Based on Generative Probability Perspectives • 3 items • Updated Dec 19, 2025

upvoted a paper about 2 months ago

Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models

Paper • 2512.00590 • Published Nov 29, 2025 • 48

upvoted a paper 2 months ago

GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms

Paper • 2511.17592 • Published Nov 17, 2025 • 118

upvoted 2 papers 5 months ago

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24, 2025 • 80

When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs

Paper • 2508.11383 • Published Aug 15, 2025 • 41

updated a model 5 months ago

LiPengyi29/r1-Qwen2.5-vl

Image-Text-to-Text • 8B • Updated Aug 18, 2025 • 1

published a model 5 months ago

LiPengyi29/r1-Qwen2.5-vl

Image-Text-to-Text • 8B • Updated Aug 18, 2025 • 1

upvoted a paper 6 months ago

nablaNABLA: Neighborhood Adaptive Block-Level Attention

Paper • 2507.13546 • Published Jul 17, 2025 • 125

upvoted 3 papers 7 months ago

Scaling RL to Long Videos

Paper • 2507.07966 • Published Jul 10, 2025 • 159

T-LoRA: Single Image Diffusion Model Customization Without Overfitting

Paper • 2507.05964 • Published Jul 8, 2025 • 120

Listener-Rewarded Thinking in VLMs for Image Preferences

Paper • 2506.22832 • Published Jun 28, 2025 • 23

upvoted a paper 8 months ago

DreamBoothDPO: Improving Personalized Generation using Direct Preference Optimization

Paper • 2505.20975 • Published May 27, 2025 • 36

commented 5 papers 8 months ago

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models

Paper • 2506.06395 • Published Jun 5, 2025 • 133 •

22

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models

Paper • 2506.06395 • Published Jun 5, 2025 • 133 •

22

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models

Paper • 2506.06395 • Published Jun 5, 2025 • 133 •

22

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models

Paper • 2506.06395 • Published Jun 5, 2025 • 133 •

22

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models

Paper • 2506.06395 • Published Jun 5, 2025 • 133 •

22

upvoted a paper 8 months ago

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models

Paper • 2506.06395 • Published Jun 5, 2025 • 133