Shirley-Chen's picture

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Shirley-Chen

Shirley-Chen

AI & ML interests

Reasoning / multi-modal LLM | CoT | RL | SFT

Recent Activity

upvoted a paper 11 days ago

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

upvoted a paper 11 days ago

A Vision-Language-Action-Critic Model for Robotic Real-World Reinforcement Learning

upvoted a paper 21 days ago

VLA-RFT: Vision-Language-Action Reinforcement Fine-tuning with Verified Rewards in World Simulators

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upvoted 2 papers 11 days ago

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

Paper • 2509.09674 • Published Sep 11 • 78

A Vision-Language-Action-Critic Model for Robotic Real-World Reinforcement Learning

Paper • 2509.15937 • Published Sep 19 • 20

upvoted 2 papers 21 days ago

VLA-RFT: Vision-Language-Action Reinforcement Fine-tuning with Verified Rewards in World Simulators

Paper • 2510.00406 • Published Oct 1 • 63

RLinf-VLA: A Unified and Efficient Framework for VLA+RL Training

Paper • 2510.06710 • Published 26 days ago • 38

upvoted 2 papers 25 days ago

VLA-R1: Enhancing Reasoning in Vision-Language-Action Models

Paper • 2510.01623 • Published Oct 2 • 8

VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model

Paper • 2509.09372 • Published Sep 11 • 235

upvoted 4 papers 3 months ago

The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation

Paper • 2505.18759 • Published May 24 • 13

Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7 • 46

ARM: Adaptive Reasoning Model

Paper • 2505.20258 • Published May 26 • 45

Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations

Paper • 2505.10937 • Published May 16 • 1