Scholar
Danqing Huang
Google Scholar ID: P55WbwYAAAAJ
Microsoft
Citations & Impact
Citations
561
H-index
11
i10-index
13
Publications
20
Co-authors
9
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Reverse-engineering information presentations: recovering hierarchical grouping from layouts of visual elements, Journal of Visual Intelligence.
- Relation-enhanced DETR for Component Detection in Graphic Design Reverse Engineering, IJCAI 2023.
- Learn and Sample Together: Collaborative Generation for Graphic Design Layout, IJCAI 2023.
- Layout Generation as Intermediate Action Sequence Prediction, AAAI 2023.
- Exploring Heterogeneous Feature Representation for Document Layout Understanding, ICTAI 2022.
- The layout generation algorithm of graphic design based on transformer-cvae, CONF-SPML 2021.
- Canvasemb: Learning layout representation with large-scale pre-training for graphic design, ACM MM 2021.
- Visual style extraction from chart images for chart restyling, ICPR 2021.
- A survey for graphic design intelligence, arxiv preprint.
- Towards topic-aware slide generation for academic papers with unsupervised mutual learning, AAAI 2021.
- Towards generating math word problems from equations and topics, INLG 2019.
- Neural math word problem solver with reinforcement learning, COLING 2018.
- Using Intermediate Representations to Solve Math Word Problems, ACL 2018.
- Learning Fine-Grained Expressions to Solve Math Word Problems, EMNLP 2017.
- How well do computers solve math word problems? large-scale dataset construction and evaluation, ACL 2016.
- The MSR.KM System for Entity Linking at TAC 2013, TAC 2013.
Research Experience
- Currently a Senior Researcher at Microsoft.
Education
- Received B.S. degree from Sun Yat-sen University, China in 2014. Then obtained Ph.D. in a joint program of Sun-Yat-sen University and Microsoft Research Asia, advised by Prof. Jian Yin and Dr. Chin-Yew Lin.
Background
- Research interests include natural language processing (e.g., question answering, semantic parsing) and artificial intelligence applications for graphic design.
Miscellany
- Actively a reviewer of many conferences (e.g., ACL, EMNLP, AAAI, IJCAI, etc.) and journals (e.g., NLE).
