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
Invited Reviewer for Information Processing & Management (IP&M) |
Patent
Explicit Interaction Model towards Text Classification
- Cunxiao Du, Fuli Feng, Zhaozheng Chen, Yongqi Li, Xuemeng Song and Liqiang Nie |
Learning to Score Diving Sports
- Yongqi Li, Cunxiao Du, Junyu Lin, Tian Gan, Xuemeng Song and Liqiang Nie |
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 .