Lei Wang's picture

2 204

Lei Wang

demolei

·

https://demoleiwang.github.io/HomePage/

AI & ML interests

LLMs

Recent Activity

upvoted a paper 13 days ago

Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme

upvoted a paper 14 days ago

PaperBench: Evaluating AI's Ability to Replicate AI Research

upvoted a paper 14 days ago

Z1: Efficient Test-time Scaling with Code

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demolei's activity

upvoted a paper 13 days ago

Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme

Paper • 2504.02587 • Published 13 days ago • 30

upvoted 4 papers 14 days ago

PaperBench: Evaluating AI's Ability to Replicate AI Research

Paper • 2504.01848 • Published 14 days ago • 34

Z1: Efficient Test-time Scaling with Code

Paper • 2504.00810 • Published 15 days ago • 25

JudgeLRM: Large Reasoning Models as a Judge

Paper • 2504.00050 • Published 17 days ago • 57

Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

Paper • 2503.24376 • Published 16 days ago • 37

upvoted a paper 15 days ago

Expanding RL with Verifiable Rewards Across Diverse Domains

Paper • 2503.23829 • Published 16 days ago • 18

authored a paper 16 days ago

What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models

Paper • 2503.24235 • Published 16 days ago • 52

upvoted a paper 16 days ago

What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models

Paper • 2503.24235 • Published 16 days ago • 52

upvoted 2 papers 24 days ago

CLS-RL: Image Classification with Rule-Based Reinforcement Learning

Paper • 2503.16188 • Published 27 days ago • 9

Fin-R1: A Large Language Model for Financial Reasoning through Reinforcement Learning

Paper • 2503.16252 • Published 27 days ago • 27

upvoted a paper 29 days ago

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published 29 days ago • 117

upvoted a paper 30 days ago

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization

Paper • 2503.12937 • Published about 1 month ago • 27

upvoted 7 papers about 1 month ago

VisualPRM: An Effective Process Reward Model for Multimodal Reasoning

Paper • 2503.10291 • Published Mar 13 • 34

Self-Taught Self-Correction for Small Language Models

Paper • 2503.08681 • Published Mar 11 • 13

Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 27

Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond

Paper • 2503.10460 • Published Mar 13 • 27

Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Paper • 2503.07572 • Published Mar 10 • 41

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Paper • 2503.07536 • Published Mar 10 • 84

MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning

Paper • 2503.07365 • Published Mar 10 • 56

upvoted a collection about 1 month ago

Big-Math

This collection contains assets associated with the Big-Math dataset, a high-quality collection of over 250,000 math questions with verifiable answers • 4 items • Updated about 15 hours ago • 4