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Zhebei Shen

2 accepted papers

2025

EvolvedGRPO: Unlocking Reasoning in LVLMs via Progressive Instruction Evolution

NeurIPS 2025poster

Recent advances in reinforcement learning (RL) methods such as Grouped Relative Policy Optimization (GRPO) have strengthened the reasoning capabilities of Large Vision-Language Models (LVLMs). However, due to the inherent entanglement between visual and textual modalities, applying GRPO to LVLMs oft…

Cited by 0SourcecodeScholar
2025

Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness

ICCV 2025poster

Instruction tuning fine-tunes pre-trained Multi-modal Large Language Models (MLLMs) to handle real-world tasks. However, the rapid expansion of visual instruction datasets introduces data redundancy, leading to excessive computational costs. We propose a collaborative framework, DataTailor, which le…

Cited by 0SourcePDFScholar