Year

2025

Type(s)

Conference articles

Author(s)

Xiyao Wang and Zhengyuan Yang and Chao Feng and Hongjin Lu and Linjie Li and Chung-Ching Lin and Kevin Lin and Furong Huang and Lijuan Wang

Source

In The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), Spotlight, 2025, 2025

Url

https://arxiv.org/abs/2504.07934

BibTeX

BibTeX

BibTeX

@inproceedings{wang2025sotalessmcts, title = {{SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement}}, author = {Xiyao Wang and Zhengyuan Yang and Chao Feng and Hongjin Lu and Linjie Li and Chung-Ching Lin and Kevin Lin and Furong Huang and Lijuan Wang}, booktitle = {The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), Spotlight, 2025}, year = {2025}, url = {https://arxiv.org/abs/2504.07934}, note = {<a class="pub-badge" href="https://arxiv.org/abs/2504.07934">arXiv</a> <a class="pub-badge" href="https://github.com/si0wang/ThinkLite-VL">Code</a>},