I'm a Ph.D. student at the Chinese University of Hong Kong, Shenzhen (CUHK-SZ), supervised by Professor Zhizheng Wu. My research interest is to study music from the perspective of artificial intelligence. In particular, my ongoing works focus on singing voice synthesis and algorithmic composition.
Before CUHK-SZ, I received my master's degree (2019-2022) at the Institute of Computing Technology Chinese Academy of Sciences (ICT, CAS), working on computational social science, especially on fake news detection and fact checking.
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2022/06
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One first-authored paper got accepted by ACM MM 2022.
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2022/04
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I was admitted as a Ph.D. student at the Chinese University of Hong Kong (Shenzhen).
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2022/02
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One co-authored paper got accepted by ACL 2022.
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2021/11
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I got the National Graduate Scholarship 2021 (funded by Ministry of Education of China).
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2021/08
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One co-first-authored paper got accepted by ACM CIKM 2021.
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2021/05
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One co-authored paper got accepted by ACL-IJCNLP 2021.
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2021/01
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One first-authored paper got accepted by TheWebConf 2021.
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2020/01
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I got the third place at Campus Singer Competition, University of Chinese Academy of Sciences.
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Algorithmic Composition
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Structure-Enhanced Pop Music Generation via Harmony-Aware Learning
Xueyao Zhang, Jinchao Zhang, Yao Qiu, Li Wang, Jie Zhou
Proceedings of the 30th ACM International Conference on Multimedia (MM 2022) (Acceptance Rate: 690/2473=27.9%)
Preprint /
Code /
Demo
TL;DR: We propose to learn harmony for generating form- and texture- enhanced pop music.
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Fake News Detection
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Mining Dual Emotion for Fake News Detection
Xueyao Zhang, Juan Cao, Xirong Li, Qiang Sheng, Lei Zhong, and Kai Shu
Proceedings of the 30th Web Conference (WWW 2021) (Acceptance Rate: 357/1736=20.6%)
PDF /
Code /
Slides /
Video /
Chinese Video
TL;DR: We leverage both publisher emotion and social emotion for fake news detection.
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Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning
Qiang Sheng*, Xueyao Zhang*, Juan Cao, and Lei Zhong (*: Equal Contribution)
Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM 2021) (Acceptance Rate: 271/1251=21.7%)
PDF /
Poster /
Code /
Chinese Blog
TL;DR: We propose a graph-based model preference learning framework to separately handle the pattern and fact indicators in fake news detection.
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👉 Full Publications
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2022/06
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I gave a talk at two labs of ICT as an outstanding graduate,
Towards a novel research in a problem-driven way (如何做有新意的研究——以“做问题”的视角).
[Blog]
[Slides]
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2022/05
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My master's theis defense,
Research on Fake News Detection Based on Emotion (基于情感的虚假新闻检测方法研究).
[Slides]
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2021/05
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I gave a talk about composition at Pattern Recognition Center of Wechat AI,
How to create a pop song? (一首流行歌是如何创作的).
[Slides]
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WeChat, Tencent
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Research Intern, Pattern Recognition Center of Wechat AI, Beijing, China. (2021/04~2022/02)
Music Generation Research & Development.
- 2022/01 I participated to release the theme song of WeChat Open Class 2022 as a co-producer, Ru Wei(入微), which was composed by AI and sung by humans.
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Reviewer
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ACL Rolling Review
EMNLP 2021
ACM CSCW 2021
Information Processing and Management (IP&M)
Journal of Chinese Information Processing (中文信息学报)
IEEE Transactions on Computational Social Systems (TCSS)
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Teaching Assistant
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2017 Fall, Object-Oriented Programming (JAVA), Wuhan University
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2022
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Outstanding Graduate, University of Chinese Academy of Sciences (Top 5%)
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2021
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National Graduate Scholarship, Ministry of Education of China (Top 0.2%)
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2020
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Third place at Campus Singer Competition, University of Chinese Academy of Sciences (Top 3)
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2019
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Outstanding Graduate, Wuhan University (Top 10%)
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2019
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Excellent Bachelor Thesis, Wuhan University (Top 5%)
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2016
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National Undergraduate Scholarship, Ministry of Education of China (Top 0.2%)
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2014
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First price in Chinese High School Mathematics League (Top 50 in Henan Province)
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