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.

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
  • [Leaderboard] [Paper] [Report]

[March 2019] RACE Leaderboard on Machine Reading Comprehension

[April 2019] SNLI Leaderboard on Language Inference

[March 2019] GLUE Leaderboard on Language Understanding

  • The 3rd best among all submissions in terms of averaged scores on eleven datasets
  • [Leaderboard] [Paper]

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]

*Equal authorship

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

Teaching

Teaching Assistant

CS 122: Computer Programming

Sep - Dec 2017 | Shanghai Jiao Tong University, Shanghai, China

See PDF version of my Curriculum Vitae.