Yanghua Xiao

Nanchang University — China

Computer Science · Physical Sciences

5h-index172citations31works1.32yr avg
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Research Topics

Topic Modeling(12), Natural Language Processing Techniques(5), Semantic Web and Ontologies(3), Advanced Graph Neural Networks(3), Mathematics Education and Teaching Techniques(2)

Publications31 total

Comparative genomic, phenotypic, and clinical characterization of ST11-KL25 and ST11-KL64 hypervirulent carbapenem-resistant <i>Klebsiella pneumoniae</i> in a tertiary hospital, 2020–2023
Antimicrobial Agents and Chemotherapy·2026Open Access
Comparison of clinical and microbiological features between mucoid and non-mucoid <i>Pseudomonas aeruginosa</i> in non-cystic fibrosis bronchiectasis
Microbiology Spectrum·2026Open Access
Why Did Apple Fall To The Ground: Evaluating Curiosity In Large Language Model
arXiv (Cornell University)·2025Open Access
LUK: Empowering Log Understanding With Expert Knowledge From Large Language Models
IEEE Transactions on Software Engineering·2025· 3 cited
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries
arXiv (Cornell University)·2025Open Access
ToReMi: Topic-Aware Data Reweighting for Dynamic Pre-Training Data Selection
arXiv (Cornell University)·2025Open Access
LLM-GAN: Constructing Generative Adversarial Network Through Large Language Models for Explainable Fake News Detection
2025· 6 cited
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
arXiv (Cornell University)·2025Open Access
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
arXiv (Cornell University)·2025Open Access
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
arXiv (Cornell University)·2025Open Access
Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs
2025Open Access
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
2025Open Access
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries
2025Open Access
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization
2025Open Access
Character is Destiny: Can Persona-assigned Language Models Make Personal Choices?
2025Open Access
Order Doesn’t Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
2025Open Access
Effective In-Context Learning for Named Entity Recognition
2024· 1 cited
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
arXiv (Cornell University)·2024Open Access
LLM-GAN: Construct Generative Adversarial Network Through Large Language Models For Explainable Fake News Detection
arXiv (Cornell University)·2024· 3 citedOpen Access
Biofilm-producing ability of methicillin-resistant Staphylococcus aureus clinically isolated in China
BMC Microbiology·2024· 17 citedOpen Access
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Frequent Co-authors

Jiaqing Liang(17), Qianyu He(6), Hongwei Feng(5), Weikang Zhou(5), Z. J. Sun(5), F. Richard Yu(5), Zhouhong Gu(4), Suhang Zheng(4), Tianyu Li(4), Deqing Yang(3), Tao Wang(3), Sihang Jiang(3), Qianyu He(3), Xintao Wang(3), Jiangjie Chen(3), Zulong Chen(3), Jie Zeng(3), Qingyu Ren(3), Yifeng Wang(2), Siwei Zhang(2)