Danqing Huang obtained her B.S degree from Sun Yat-sen University, China in 2014. Then she received her 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. She is now a Senior Researcher at Microsoft. Her research interests include natural language processing (e.g., question answering, semantic parsing) and artificial intelligence applications for graphic design.
Danqing Shi, WeiWei Cui, Danqing Huang, Haidong Zhang, Cao Nan, “Reverse-engineering information presentations: recovering hierarchical grouping from layouts of visual elements”, in Journal of Visual Intelligence.
Xixuan Hao, Danqing Huang, Jieru Lin, Chin-Yew Lin, “Relation-enhanced DETR for Component Detection in Graphic Design Reverse Engineering”, in IJCAI 2023.
Haohan Weng, Danqing Huang, Tong Zhang, Chin-Yew Lin, “Learn and Sample Together: Collaborative Generation for Graphic Design Layout”, in IJCAI 2023.
Huiting Yang, Danqing Huang, Chin-Yew Lin, Shengfeng He, “Layout Generation as Intermediate Action Sequence Prediction”, in AAAI 2023.
Guosheng Feng, Danqing Huang, Chin-Yew Lin, Damjan Dakic, Milos Milunovic, Tamara Stankovic, Igor Illic, “Exploring Heterogeneous Feature Representation for Document Layout Understanding”, in ICTAI 2022.
Mengxi Guo, Danqing Huang, Xiaodong Xie, “The layout generation algorithm of graphic design based on transformer-cvae”, in CONF-SPML 2021.
Yuxi Xie, Danqing Huang, Jinpeng Wang, Chin-Yew Lin, “Canvasemb: Learning layout representation with large-scale pre-training for graphic design”, in ACM MM 2021.
Danqing Huang, Jinpeng Wang, Guoxin Wang, Chin-Yew Lin, “Visual style extraction from chart images for chart restyling”, in ICPR 2021.
Danqing Huang, Jiaqi Guo, Shizhao Sun, Hanling Tian, Jieru Lin, Zheng Hu, Chin-Yew Lin, Jian-Guang Lou, Dongmei Zhang, “A survey for graphic design intelligence”, in arxiv preprint.
Da-Wei Li, Danqing Huang, Tingting Ma, Chin-Yew Lin, “Towards topic-aware slide generation for academic papers with unsupervised mutual learning”, in AAAI 2021.
Qingyu Zhou, Danqing Huang, “Towards generating math word problems from equations and topics”, in INLG 2019.
Danqing Huang, Jing Liu, Chin-Yew Lin, Jian Yin, “Neural math word problem solver with reinforcement learning”, in COLING 2018.
Danqing Huang, Jin-Ge Yao, Chin-Yew Lin, Qingyu Zhou, Jian Yin, “Using Intermediate Representations to Solve Math Word Problems”, in ACL 2018.
Danqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin, “Learning Fine-Grained Expressions to Solve Math Word Problems”, in EMNLP 2017.
Danqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin, “How well do computers solve math word problems? large-scale dataset construction and evaluation”, in ACL 2016.
Xiaojiang Huang, Yunbo Cao, Chin-Yew Lin, Danqing Huang, “The MSR.KM System for Entity Linking at TAC 2013”, in TAC 2013.