I am Yuwei Wu(巫宇威), an undergraduate majoring in Computer Science at Shanghai Jiao Tong University. I am a member of ACM Honors Class, Zhiyuan College, which is an elite CS program in SJTU for top 5% talented students.
My main research interests lie within deep learning for Natural Language Processing and Understanding, and I am particularly interested in Question Answering, Machine Reading Comprehension, and Dialog System.
I am planning to apply for CS Ph.D. or M.S. program in Fall 2019.
My google scholar page is here!
>Education
Shanghai Jiao Tong University, China
B.E. in Computer Science | Sep 2016 - Jun 2020
Selected Projects
[July 2019] SQuAD2.0 Leaderboard on Machine Reading Comprehension
- The best among all single models and 2nd best among all models in terms of EM and F1 scores
- The first team to surpass human benchmark on both EM and F1 scores with a single model in terms of submission time
- The first team to exceed 90% F1 score with ensemble models in terms of submission time
[March 2019] RACE Leaderboard on Machine Reading Comprehension
- The best among all submissions in terms of accuracy score
[April 2019] SNLI Leaderboard on Language Inference
- The best among all submissions in terms of accuracy score
[March 2019] GLUE Leaderboard on Language Understanding
- The 3rd best among all submissions in terms of averaged scores on eleven datasets
Research Experience
SJTU, BCMI Lab, Shanghai, China
Research Assistant to Professor Hai Zhao | July 2018 - Jun 2019
Georgia Tech , Diyi Yang’s Lab, Georgia, USA
Research Assistant to Professor Diyi Yang | July 2019 - Dec 2019
Publications
Explicit Contextual Semantics for Text Comprehension
Zhuosheng Zhang*, Yuwei Wu*, Zuchao Li, Hai Zhao.
PACLIC 33 (2019) (oral) [Paper]
Autor-Retoucher – A Framework for Background Replacement and Foreground Adjustment
Yunxuan Xiao, Yikai Li, Yuwei Wu, Lizhen Zhu.
MVA 2019 (oral) [Paper]
SG-Net: Syntax-Guided Machine Reading Comprehension
Zhuosheng Zhang*, Yuwei Wu*, Junru Zhou, Sufeng Duan, Hai Zhao.
AAAI 2020 [Paper]
Semantics-aware BERT for Language Understanding
Zhuosheng Zhang*, Yuwei Wu*, Zuchao Li, S Zhang, Xi Zhou and Xiang Zhou.
AAAI 2020 [Paper]
Dual Co-Matching Network for Multi-choice Reading Comprehension
LiangShuai Zhang, Hai Zhao, Yuwei Wu, Zhuosheng Zhang, Xi Zhou, Xiang Zhou.
AAAI 2020 [Paper]
Course Projects
MX-Compiler (in Java) [Link]
- Compiles C-and-Java-like language to x86-64 Assembly in NASM assembly.
- Implemented Graph Coloring Register Allocation, Semantic Analysis, dead code elimination.
SimpleDB-2019 (in Java) [Link]
- Simple Database Management System in Java.
- Implement query optimization, locking, transactions and concurrent queries.
RISC-V CPU (in Verilog) [Link]
- CPU with 5-stage pipeline and 2-way cache from scratch
Text Classification in Machine Learning Course (in Python) [Link]
- A binary classification task on News and Media Article
- Won the fourth place on Kaggle leaderboard.
Awards
- KoGuan Encouragement Scholarship (Top 1.5% of ~800 participants, awarded to those with the most outstanding academic performance out of all of the majors at SJTU) | 2018.10
- Zhiyuan Honorary Scholarship (Top 10% of all students of all majors from Zhiyuan college. Awarded to students with outstanding academic performance in their major) | 2016,2017,2018
- Shanghai Jiao Tong Scholarship (Top 20% of all students from all majors at Shanghai Jiao Tong University. Awarded to those with outstanding academic performance in their major) | 2016,2017,2018
- Meritorious Winner of MCM (Top 10% of ~12000 international participants. Awarded to those with outstanding problem solving and writing skills) | 2018.04
Teaching
Teaching Assistant
CS 122: Computer Programming
Sep - Dec 2017 | Shanghai Jiao Tong University, Shanghai, China
See PDF version of my Curriculum Vitae.