Yao Wan 萬瑤
Jan 12, 2020 Our paper titled "Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation" has been accepted by EACL 2021. Congratulations to Ye!- Dec 2, 2020 Our paper titled "KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning" has been accepted by AAAI 2021. Congratulations to Ye!
- Nov 28, 2020 Our toolkit NaturalCC has been released in GitHub, which can be accessed via the Homepage.
- Oct 12, 2020 Our paper titled "Cross-Supervised Joint-Event-Extraction with Heterogeneous Information Networks" has been accepted by ICPR 2020. Congratulations to Prof. Wang!
- Sep 22, 2020 Our paper titled "A Dual Strategy for Slot-Value Prediction through Reading Comprehension on Multi-Domain Dialog State Tracking" has been accepted by STARSEM 2020. Congratulations to Jian-Guo!
- Sep 15, 2020 Our paper titled "Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference" has been accepted by EMNLP 2020. Congratulations to Jian-Guo!
- Sep 14, 2020 I have successfully enrolled HUST as a Lecturer, which has been delayed by the COVID-19.
- May 29, 2020 Our paper titled "FCCA: Hybrid Code Representation for Functional Clone Detection Using Attention Networks" is accepted by Transaction on Reliability.
- March 3, 2020 Our paper titled "Reinforcement-Learning-Guided Source Code Summarization via Hierarchical Attention" is accepted by IEEE Transaction on Software Engineering.
About Me
I am currently a Lecturer (a.k.a Assistant Professor in USA) with the CGCL/SCTS/BDTS Lab, College of Compter Science and Technology at Huazhong University of Science and Technology (HUST), Wuhan, China. Prior to that, I got my Ph.D degree from Zhejiang University in Dec., 2019, under the supervision of Prof. Jian Wu and Prof. Zhou Zhao. I am also working closely with Prof. Yulei Sui from University of Technology Sydney. My research interests are mainly focusing on the synergy between Artificial Intelligence (AI) and Software Engineering (a.k.a ASE), especially on natural language processing, programming language analysis, data mining and machine learning.
During my Ph.D life, I am fortunate to have the following three wonderful experiences hosted by three professors who have provided me much support, and I am also happy to meet with many wonderful friends and collaborators during these experiences.
- Visting student @ Big Data and Social Computing Lab, University of Illinois at Chicago, USA (Jan. 2018 - Jan. 2019), hosted by Prof. Philip S. Yu
- Visting student @ Advanced Analytics Institute, University of Technology Sydney, Australia (Jul. 2016 - Jan. 2017), hosted by Prof. Guandong Xu
- Visting student @ Shenzhen Research Institute, Chinese University of Hong Kong, China (Feb. 2014 - Sep. 2014), hosted by Prof. Zibin Zheng
Research Highlights
NaturalCC is a sequence modeling toolkit that allows researchers and developers to train custom models for many software engineering tasks, e.g., code summarization, code generation, code retrieval, code clone detection, and so on. Our vision is to bridge the gap between programming language and natural language through some machine learning techniques. [ASE'18, ASE'19]
SCSMiner is a mining system on social coding sites (e.g., GitHub), which integrates social networking and distributed version control in a unified platform to facilitate collaborative developments over the world. It can be applied to software developer recruitment for IT corporations.[WWWJ'18, Neurocomputing'18]
Selected Publications
AAAI 2021. The 35th AAAI Conference on Artificial Intelligence (AAAI)
PDF arXiv CCF-A
EMNLP 2020. The 2020 Conference on Empirical Methods in Natural Language Processing
PDF Slides Code CCF-B
ASE 2019. The 34th ACM/IEEE International Conference on Automated Software Engineering, November 11–15, 2019, San Diego, United States. ACM, New York, NY, USA.
PDF Code CCF-A
Program Committee Member