User profiles for Xuchao Zhang

Xuchao Zhang

Principal Researcher @ Microsoft
Verified email at microsoft.com
Cited by 912

[HTML][HTML] Fusion of EML4 and ALK is associated with development of lung adenocarcinomas lacking EGFR and KRAS mutations and is correlated with ALK …

X Zhang, S Zhang, X Yang, J Yang, Q Zhou, L Yin… - Molecular cancer, 2010 - Springer
Background The anaplastic lymphoma kinase (ALK) gene is frequently involved in translocations
that lead to gene fusions in a variety of human malignancies, including lymphoma and …

Tapnet: Multivariate time series classification with attentional prototypical network

X Zhang, Y Gao, J Lin, CT Lu - Proceedings of the AAAI conference on …, 2020 - ojs.aaai.org
With the advance of sensor technologies, the Multivariate Time Series classification (MTSC)
problem, perhaps one of the most essential problems in the time series data mining domain, …

[PDF][PDF] Domain specialization as the key to make large language models disruptive: A comprehensive survey

…, T Chowdhury, L Yun, H Cui, Z Xuchao… - arXiv preprint arXiv …, 2023 - researchgate.net
2 Ling, et al. applications. Specifically, to solve these hurdles, there has been a notable
increase in research and practices conducted in recent years on the domain specialization of …

A comprehensive review of uncommon EGFR mutations in patients with non-small cell lung cancer

…, MY Zheng, XY Bai, Z Wang, J Su, ZH Chen, XC Zhang… - Lung Cancer, 2017 - Elsevier
Introduction Patients with non-small cell lung cancer (NSCLC) harboring uncommon
epidermal growth factor receptor (EGFR) mutations are a heterogeneous group exhibiting …

[HTML][HTML] Salivary microRNAs as promising biomarkers for detection of esophageal cancer

…, G Chen, X Zhang, D Li, J Huang, C Yang, P Zhang… - PloS one, 2013 - journals.plos.org
Background and Purpose Tissue microRNAs (miRNAs) can detect cancers and predict
prognosis. Several recent studies reported that tissue, plasma, and saliva miRNAs share similar …

Knowledge-enhanced neural machine reasoning: A review

T Chowdhury, C Ling, X Zhang, X Zhao, G Bai… - arXiv preprint arXiv …, 2023 - arxiv.org
Knowledge-enhanced neural machine reasoning has garnered significant attention as a
cutting-edge yet challenging research area with numerous practical applications. Over the past …

Salivary microRNAs show potential as a noninvasive biomarker for detecting resectable pancreatic cancer

…, W Nie, B Wu, X Zhang, J Huang, P Zhang… - Cancer prevention …, 2015 - AACR
Early surgery is vital in the treatment of pancreatic cancer, which is often fatal. However, there
is currently no useful noninvasive biomarker to screen for pancreatic cancer. Studies have …

Recommending root-cause and mitigation steps for cloud incidents using large language models

…, C Bansal, T Zimmermann, X Zhang… - 2023 IEEE/ACM 45th …, 2023 - ieeexplore.ieee.org
Incident management for cloud services is a complex process involving several steps and
has a huge impact on both service health and developer productivity. On-call engineers …

Time series contrastive learning with information-aware augmentations

…, X Zhang, Y Liu, Y Chen, H Chen, X Zhang - Proceedings of the …, 2023 - ojs.aaai.org
Various contrastive learning approaches have been proposed in recent years and achieve
significant empirical success. While effective and prevalent, contrastive learning has been …

PSCA and MUC1 in non-small-cell lung cancer as targets of chimeric antigen receptor T cells

…, Q Wu, Q Liang, M Peng, F Yu, Y Li, X Zhang… - …, 2017 - Taylor & Francis
In recent years, immunotherapies, such as those involving chimeric antigen receptor (CAR)
T cells, have become increasingly promising approaches to non-small-cell lung cancer (…