Xuandong Zhao

E-mail: csxuandongzhao at gmail
Address: Goleta, CA 93106, USA

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About


I am a third-year CS Ph.D. student at UC Santa Barbara, advised by Prof. Yu-Xiang Wang and Prof. Lei Li. Previously, I graduated from the Department of Computer Science, Zhejiang University. During my undergrad, I was fortunate to work with Prof. Xi Li, Quanzheng Li, and Xiang Li. I also did internships in Alibaba DAMO Academy and Microsoft Search, Assistant and Intelligence.

Now, I am interested in Machine Learning and Natural Language Processing.

Papers


Provably Confidential Language Modelling

Xuandong Zhao, Lei Li, Yu-Xiang Wang
North American Chapter of the Association for Computational Linguistics (NAACL 2022, Oral)
[Paper] [Code]


Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation

Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li
Association for Computational Linguistics (ACL-Findings 2022)
[Paper] [Code] [Video] [Poster]


An Optimal Reduction of TV-Denoising to Adaptive Online Learning

Dheeraj baby, Xuandong Zhao, Yu-Xiang Wang
Artificial Intelligence and Statistics (AISTATS 2021)
[Paper] [Code]


A Multi-Semantic Metapath Model for Large Scale Heterogeneous Network Representation Learning

Xuandong Zhao, Jinbao Xue, Jin Yu, Xi Li, Hongxia Yang
arXiv, 2020
[Paper] [Code]


Predicting Alzheimer's Disease by Hierarchical Graph Convolution from Positron Emission Tomography Imaging

Jiaming Guo*, Wei Qiu*, Xiang Li*, Xuandong Zhao, Ning Guo, Quanzheng Li
IEEE International Conference on Big Data (Big Data 2019)
[Paper] [Code]


Multi-size Computer-aided Diagnosis of Positron Emission Tomography Images Using Graph Convolutional Networks

Xuandong Zhao*, Xiang Li*, Ning Guo, Zhiling Zhou, Xiaxia Meng, Quanzheng Li
IEEE International Symposium on Biomedical Imaging (ISBI 2019)
[Paper] [Code]

Education


UC Santa Barbara, USA

Ph.D. student in Computer Science • Sept. 2019 - now

Zhejiang University, China

B.E. in Computer Science • Sept. 2015 - June 2019, GPA: 3.96/4.00

Selected Honors & Awards


Chancellor's Fellowship, UC Santa Barbara, 2019

He Zhijun Scholarship (Highest honor in ZJU CS department), 2019

Alibaba-Zhejiang News Scholarship, 2018

National Scholarship (Top 0.2% Nationwide), 2016

First Prize in Chinese Physics Olympiad (CPhO; Top 0.1% in Shanxi Province, China), 2014



Last update: May. 4, 2022