Yunxuan Xiao

Yunxuan Xiao (肖云轩)

Hi, I am a master's student in Master of Computational Data Science (MCDS) program at CMU. Previously I was a member of ACM Honors Class, which is an elite CS program for the top 5% talented students at SJTU.

Here is my [CV].

Contact

Github

Email

Experiences

Meituan AI Platform - Autonomous Driving
- Develop onboard simulation system for vehicle-in-the-loop test environment.
- Develop open-space planning algorithm for scenario allocation and transition.

ByteDance AI Lab
- Advised by Dr. Hang Li.
- Participated in developing entity tagging service and Toutiao Knowledge Graph construction.

Ma's Laboratory @ CMU
- July 2019 - Dec. 2019
- Advised by Prof. Jian Ma.
- Excavate hidden etiology patterns of genomic sequences with representation learning algorithm.

Apex Data and Knowledge Management Lab @ SJTU
- June 2018 - June 2019
- Advised by Prof. Weinan Zhang and Prof. Yong Yu.
- Focusing on advanced NLP tasks, including multi-hop reasoning, machine reading comprehension and text generation.

Awards

Outstanding Graduates of Shanghai Jiao Tong University 2020.06
SenseTime Scholarship (One of the 29 winners in China) 2019.11
Merit Student at Shanghai Jiao Tong University (Top 2%) 2019.10
Academic Excellence Scholarship at SJTU (A-level, Top 1%) 2019.10
Han-Ying-Ju-Hua Scholarship (Top 0.5%) 2018.10
Xing-Cai Scholarship (Top 1.5%) 2017.12
Zhiyuan Honorary Scholarship (Top 5% ) 2016, 2017, 2018 (3 times)
Meritorious Winner of The Mathematical Contest in Modeling 2018.04

Publications

Cancer mutational signatures representation by large-scale context embedding.

Yang Zhang*, Yunxuan Xiao*, Muyu Yang, Jian Ma

ISMB 2020

Dynamically Fused Graph Network for Multi-hop Reasoning.

Lin Qiu*, Yunxuan Xiao*, Yanru Qu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu

ACL 2019 [paper][code]

Auto-Retoucher: A Framework for Background Replacement and Foreground Adjustment

Yunxuan Xiao, Yikai Li, Yuwei Wu, Lizhen Zhu

MVA 2019 Oral [paper][code] (Course project advised by Prof. Cewu Lu)

Course Projects

Mx-Compiler

Mx-Compiler is a highly optimized compiler written in java. It transforms Mx Language codes into x86-64 assembly through lexing, parsing, semantic analysis, IR generation and optimization. It passed 400+ unit tests and achieved comparable performance with gcc-O1 on Ubuntu 16.04. [code]

Simple-DB

Course Project of CS392 Database System in SJTU. A database management system with efficient query optimization, graph coloring deadlock detection, concurrent transactions and queries handling. [code]

RISC-V CPU

Course Project of MS108 Computer Architecture in SJTU. Implemented a 5-stage pipeline CPU with an external 2-way associative cache controlled by a finite state automaton in verilog. [code]