Search Results for author: Haiying He

Found 3 papers, 1 papers with code

Ada-R1: Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization

no code implementations30 Apr 2025 Haotian Luo, Haiying He, Yibo Wang, Jinluan Yang, Rui Liu, Naiqiang Tan, Xiaochun Cao, DaCheng Tao, Li Shen

To address this, we propose a novel two-stage framework for adaptive and efficient reasoning.

O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning

1 code implementation22 Jan 2025 Haotian Luo, Li Shen, Haiying He, Yibo Wang, Shiwei Liu, Wei Li, Naiqiang Tan, Xiaochun Cao, DaCheng Tao

Experiments on various mathematical reasoning benchmarks show that O1-Pruner not only significantly reduces inference overhead but also achieves higher accuracy, providing a novel and promising solution to this challenge.

Mathematical Reasoning

Patch Matters: Training-free Fine-grained Image Caption Enhancement via Local Perception

no code implementations CVPR 2025 Ruotian Peng, Haiying He, Yake Wei, Yandong Wen, Di Hu

Our method first divides the image into semantic and spatial patches to extract fine-grained details, enhancing the model's local perception of the image.

Image Captioning Image Retrieval +3

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