Author

Wei Ke

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#artificial intelligence Preprint Oct 2026

Task Success Is Not Enough: Side-effect-Aware Evaluation of Tool-Using Language Model Agents

Tool-using language model agents are usually evaluated by whether they finish the user's task. That metric misses a common failure: an agent can complete the requested work while also taking an unauthorized side-effecting action, such as writing to the wrong object, expanding the scope of the request, or contacting an...

Jia-Ju Huang, Shao-Bin Chen, Xing-Long Liang et al. · 0 citations

Conference Open access Sep 2026

CDMIQA: A Cross-Domain Perceptual Method and Benchmark Dataset for Medical Image Quality Assessment

This work proposes a cross-domain universal medical IQA method termed CDMIQA, which integrates efficient feature extractors with Hierarchical Perceptual Encoding Modules to capture and refine multi-level perceptual features while mitigating interference from noise and artifacts.

Lei-Lei Huang, Yue Sun, Ming-Xiang Wu et al. · Proceedings of the Thirty-Fi... · 0 citations