Author

Weixin Liu

Observed name: Liu, Weixin

Observed institution: Vanderbilt University

ORCID: 0009-0008-9082-1000

Observed ORCID: 0009-0008-9082-1000

OpenAlex ID: A5121237668

The Rise in Artificial Intelligence and Machine Learning Models to Screen for Cleft-Related Velopharyngeal Dysfunction: A Systematic Review

2026 · Julia Isber, Weixin Liu, et al. · The Cleft Palate-Craniofacial Journal · 2

MHGraphBench: Knowledge Graph-Grounded Benchmarking of Mental Health Knowledge in Large Language Models

2026 · Weixin Liu, Congning Ni, et al. · Workshop on Generation, Evaluation and Metrics (GEM) · 1

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Accuracy Overstates Evidence Grounding and Abstention Reliability in Mammography Vision-Language Models

2026 · Bowen Qu, Weixin Liu, et al. · medRxiv

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From Clinical Free Text to Auditable Concepts: An Agentic Framework for Interpretable Prediction

2026 · Congning Ni, Weixin Liu, et al. · medRxiv

CPT/HCPCS Code Recommendation from Clinical Notes: A Comparative Evaluation of AI Methods

2026 · Qingyuan Song, Congning Ni, et al. · medRxiv

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Robust nasality representation learning for cleft palate-related velopharyngeal dysfunction screening in real-world settings

2026 · Weixin Liu, Bowen Qu, et al. · Frontiers in Digital Health

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MHGraphBench: Knowledge Graph-Grounded Benchmarking of Mental Health Knowledge in Large Language Models

2026 · Association for Computational Linguistics 2026, Liu, Weixin · Underline Science Inc.

Vectors Are Not Neutral: Sensitive-Information Inference from Exported LLM Representations in Summarization

2026 · Liu, Weixin, Qu, Bowen, et al. · arXiv (Cornell University)

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MHGraphBench: Knowledge Graph-Grounded Benchmarking of Mental Health Knowledge in Large Language Models

2026 · Liu, Weixin, Ni, Congning, et al. · arXiv (Cornell University)

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Optimizing Domain-Adaptive Self-Supervised Learning for Clinical Voice-Based Disease Classification

2026 · Weixin Liu, Bowen Qu, et al. · IEEE International Conference on Acoustics Speech and Signal Processing

Coverage-Controlled Preference Mining from Noisy Claim Verification for Evidence-Grounded Generation

2026 · Liu, Weixin, Ni, Congning, et al. · arXiv (Cornell University)

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Benchmarking Transfer Learning for Dense Breast Tissue Segmentation on Small Mammogram Datasets

2026 · Bowen Qu, Weixin Liu, et al. · medRxiv

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Optimizing an LLM-Based Clinical Data Querying System Using Metadata Enrichment and Task Decomposition

2025 · Weixin Liu, Bowen Qu, et al. · medRxiv

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Leveraging scHi-C Data for Integrated Single-Cell Omics Analysis

2025 · Weixin Liu, Rui Chen, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

From Voice to Diagnosis: A Hybrid Approach to Multi-Label Disease Classification with Uncertainty Awareness

2025 · Weixin Liu, Bowen Qu, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Works count: 15

Citation count: 3

H-index: 1

I10-index: