Dexuan Xu
Dexuan Xu has 2 papers in our library, in 2026, most of them on Speech & spoken language, Evaluation & benchmarks, Reasoning; often with Jianing Wang, Yu Huang, Zhongyu Wei.
OpenAlex · h-index 1 · 2 works · 1 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksLanguage and Linguistics · 1 workSignal Processing · 1 workComputer Vision and Pattern Recognition · 1 workHealth Informatics · 1 workMedicine · 1 work
🧭 Topics 4Research subjects and languages the work is about.Reasoning · 1 workSpeech & spoken language · 1 workEvaluation & benchmarks · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Listen, Pause, and Reason: Toward Perception-Grounded Hybrid Reasoning for Audio Understanding (2026 · 1 citation)
Large Audio Language Models often answer audio questions incorrectly because they misperceive the input. They confuse background noise with speech, mix up speakers, or reason from transcripts without using acoustic evidence. Drawing on Auditory Scene Analysis, the authors break perception into layers. They first… - Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding (2026)
Medical multimodal LLMs are usually tested on one image at a time, but clinicians routinely combine evidence from adjacent slices, follow-up scans, and different modalities.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/dexuan-xu/