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Cunxiao Du
Philosophiae Doctor Candidate
SMU_NLP
80 Stamford Road, Singapore 178902
Email: cnsdunm AT gmail.com
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My research focus on natural language processing. Specifically, I'm interested in Machine Translation, Text Classification, Question Answersing.
“If I turn toward a science not for external reasons such as earning an income, or for ambition, and also not—at least not exclusively—for the mere sportive joy and the fun of brain-acrobatics, then I must ask myself the question: what is the final goal that the science I am devoted to will and can reach? To what extent are its general results “true”? What is essential and what is based only on accident in its development?”
Education
| Singapore Management University (SMU) Ph.D. in Computer Science July 2019 - Now, Singapore Advisor: Prof. Jing Jiang |
| Shandong University (SDU) Bachelor in Computer Science and Technology Sep 2015 - June 2019, Shandong Advisor: Prof. Liqiang Nie |
Experiences
| Research Internship, Tencent AI Lab, November 2019 - Now Advisior: Dr. Zhaopeng Tu |
| Research Assistant, The Hong Kong Polytechnic University, November 2018 - May 2019 Advisior: Prof. Wenjie Li |
| Summer Intern, CoAI, Tsinghua University, June 2017 - August 2017 Advisior: Prof. Minlie Huang |
First-Author Publications Google Scholar
In the Year of 2021:| Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation
Cunxiao Du, Zhaopeng Tu*, and Jing Jiang ICML 2021 (Long Pre, Accept rate: 3.0%) • arXiv • Codes • Slides |
| Explicit Interaction Model towards Text Classification
Cunxiao Du, Zhaozheng Chin, Fuli Feng, Zhu Lei, Tian Gan & Liqiang Nie AAAI 2019 (Full Oral, Accept rate: 8.4%) • arXiv • Codes • Slides |
Professional Services
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Invited Reviewer for Information Processing & Management (IP&M) |
Patent
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Explicit Interaction Model towards Text Classification
- Cunxiao Du, Fuli Feng, Zhaozheng Chen, Yongqi Li, Xuemeng Song and Liqiang Nie |
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Learning to Score Diving Sports
- Yongqi Li, Cunxiao Du, Junyu Lin, Tian Gan, Xuemeng Song and Liqiang Nie |
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Urban Perception: Sensing Cities via Deep Interactive Multi-task Learning
- Liqiang Nie, Zhaozheng Chen, Cunxiao Du, Fuli Feng, Richang Hong, Meng Wang, Xin-Shun |
Useful Links
| ML/NLP/AI DDL |
Last update: May 9, 2021. Webpage template borrows from Xiangnan He and Xiang Wang .