Yao Wan 萬瑤
Nov 8, 2021 Our paper titled "XCode: Towards Cross-Language Code Representation with Large-Scale Pre-Training" has been accepted by TOSEM 2021 . Congratulations to Zehao!- Oct 20, 2021 Our paper titled "Multi-Triage: A Multi-Task Learning Framework for Bug Triage" has been accepted by JSS 2021 . Congratulations to Thazin!
- Sep 19, 2021 Our paper titled "Modeling Sequential Listening Behaviors with Attentive Temporal Point Process for Next and Next New Music Recommendation" has been accepted by IEEE TMM 2021 . Congratulations to Dongjing!
- Aug 26, 2021 Three papers collaborated with UIC, ZJU are accepted by EMNLP 2021 . Congratulations to Ye, Wenting, and Haiwen!
- Aug 18, 2021 Received two findings from Tencent and NSFC, respectively. Thanks!
- May 6, 2021 Our paper titled "Disentangled Code Representation Learning for Multiple Programming Languages" has been accepted by ACL-IJCNLP 2021 . Congratulations to Jingfeng!
- Jan 12, 2021 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 distinguished professors who have provided me much support, and I am also happy to meet with many wonderful friends and collaborators during these experiences. I have been visiting Shenzhen Research Institute, Chinese University of Hong Kong, China (working with Prof. Zibin Zheng) in 2014, University of Technology Sydney, Australia (working with Prof. Guandong Xu) in 2016, and University of Illinois at Chicago, USA (working with Prof. Philip S. Yu) in 2018.
(I am looking for highly-motivated graduate and under-graduate students to work with me. If interested, please drop me a message by email.)
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. [arXiv'20, ASE'18, ASE'19, TSE'20, ACL'21, EMNLP'21, TOSEM'21]
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
TOSEM 2021. ACM Transactions on Software Engineering and Methodology
PDF CCF-A
EMNLP 2021. The 2021 Conference on Empirical Methods in Natural Language Processing
PDF CCF-B
Findings of ACL 2021. The 59th Annual Meeting of the Association for Computational Linguistics
PDF CCF-A
AAAI 2021. The 35th AAAI Conference on Artificial Intelligence
PDF arXiv CCF-A
Confenrence PC/Reviewer