4 citations · 4 across the 8 of their papers we have counts for
Showing 2025Show all
3 papers · 1 filter
cs.AI2025
What Makes Reasoning Invalid: Echo Reflection Mitigation for Large Language Models
Chen He, Xun Jiang, Lei Wang +5
Large Language Models (LLMs) have demonstrated remarkable performance across a wide range of reasoning tasks. Recent methods have further improved LLM performance in complex mathem…
eess.IV2025
Conformal Lesion Segmentation for 3D Medical Images
Binyu Tan, Zhiyuan Wang, Jinhao Duan +4
Medical image segmentation serves as a critical component of precision medicine, enabling accurate localization and delineation of pathological regions, such as lesions. However, e…
cs.CV2025
Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning
Shenshen Li, Xing Xu, Kaiyuan Deng +3
While multi-modal large language models (MLLMs) have made significant progress in complex reasoning tasks via reinforcement learning, it is commonly believed that extensive trainin…