Liang Liu

Are sex differences in brain structure altered in autism? A machine learning study using multi-site structural MRI

Hao Ren, Fangsheng Yi, Xiaodan Chen, Yumei Duan, Fuchao Cheng, Xu Luo, et al.

Latent-CURE for Breast Cancer Diagnosis

Weiyi Zhao, Xiaoyu Tan, Lu Gan, Liang Liu, Xihe Qiu

Multimodal Large Models have significantly advanced automated breast ultrasound diagnosis. However, most existing frameworks utilize opaque, end-to-end paradigms prioritizing global statistical correlations over structured clinical reasoning. Consequently, these models remain sus…Read more

ToolPrivacyBench: Benchmarking Purpose-Bound Privacy in Tool-Using LLM Agents

Shijing Hu, Liang Liu, Zhu Meng, Zhicheng Zhao

Large language models (LLMs) have increasingly moved from standalone text generation systems to agents that invoke external tools, access environments, and execute multi-step tasks. However, conventional function-calling benchmarks mainly evaluate task completion and API correctn…Read more