2 204

Lei Wang

demolei

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

AI & ML interests

LLMs

Recent Activity

upvoted a paper 5 days ago

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

upvoted a paper 6 days ago

PaperBench: Evaluating AI's Ability to Replicate AI Research

upvoted a paper 6 days ago

Z1: Efficient Test-time Scaling with Code

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Organizations

demolei's activity

upvoted a paper 5 days ago

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

Paper • 2504.02587 • Published 5 days ago • 28

upvoted 4 papers 6 days ago

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

Paper • 2503.24376 • Published 8 days ago • 35

upvoted a paper 7 days ago

Expanding RL with Verifiable Rewards Across Diverse Domains

Paper • 2503.23829 • Published 9 days ago • 17

upvoted a paper 8 days ago

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

Paper • 2503.24235 • Published 8 days ago • 49

upvoted 2 papers 16 days ago

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

Paper • 2503.16188 • Published 19 days ago • 9

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

Paper • 2503.16252 • Published 19 days ago • 27

upvoted a paper 21 days ago

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

Paper • 2503.14476 • Published 21 days ago • 115

upvoted a paper 22 days ago

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

Paper • 2503.12937 • Published 22 days ago • 27

upvoted a paper 23 days ago

VisualPRM: An Effective Process Reward Model for Multimodal Reasoning

Paper • 2503.10291 • Published 26 days ago • 33

upvoted 3 papers 26 days ago

Self-Taught Self-Correction for Small Language Models

Paper • 2503.08681 • Published 28 days ago • 13

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

Paper • 2503.09516 • Published 27 days ago • 27

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

Paper • 2503.10460 • Published 26 days ago • 27

upvoted 3 papers 28 days ago

Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Paper • 2503.07572 • Published 29 days ago • 41

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

Paper • 2503.07536 • Published 29 days ago • 84

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

Paper • 2503.07365 • Published 29 days ago • 56

upvoted a collection about 1 month ago

Big-Math

Collection

This collection contains assets associated with the Big-Math dataset, a high-quality collection of over 250,000 math questions with verifiable answers • 3 items • Updated Mar 6 • 4

upvoted a paper about 1 month ago

Efficient Test-Time Scaling via Self-Calibration

Paper • 2503.00031 • Published Feb 25 • 14