CV
Education Background
Beijing Normal University
Sep. 2016 - Jul.2020
Bachelor of Mathematics and Applied Mathematics
Duke University
July. 2018 - Aug. 2018
Summer Scholar
Rutgers University
Jan. 2019 - May. 2019
Exchange Student
Beijing Normal University
Sep. 2021 - Jun. 2023 (Early Graduation with Honor)
Master of Computational Mathematics
Nanyang Technological University
Aug. 2023 - Present
Doctor of Philosophy (School of Computer Science and Engineering)
Research Experience
The Classification of Cubic Curves
Supervisor: Xiong Li
Jun. 2017 - Apr. 2018
Institute: Beijing Normal University
- Extented the classification theory in cubic curves, based on methods of queadratic curves;
The Propagator Equation in Worm-like Chain
Supervisor: Hui Zhang
Jun. 2018 – Apr. 2019
Institute: Beijing Normal University
- Analyzed mathematical properties of high-dimensional PDE emerging in worm-like chain model.
DSGRN (Dynamic Signatures Generated by Regulatory Networks)
Supervisor: Shane Kepley, Konstantin Mischaikow
May. 2019 – Sep. 2019
Institute: Rutgers University
- Designed sampling code to estimate relative volumes of parameter spaces;
- Proved that the growth function of all relative volumes of different parameter space have identical leading order term;
Firmware Analysis & Fuzzing Test
Supervisor: Jingzheng Wu
Nov. 2019 – Jul. 2020
Institute: ISCAS – Institute of Software Chinese Academy of Sciences
- Read papers about firmware bug detection and analysis;
- Implemented tools for firmware analysis;
- Read papers about Fuzzing test, especially for grey-box fuzzing technique from USENIX, NDSS, Okaland;
- Design, run and analyze fuzzing tasks for UNIX software, e.x. libming, nasm, etc;
Reinforcement Learning on Resource Allocation Problem
Supervisor: Hang Dong
Oct. 2021 – Apr. 2023
Institute: Micorsoft Research Asia
- Analyzed the Microsoft-Azure trace data;
- Proposed double-action deep reinforcement learning framework to fasten the convergence rate of DRL algorithms;
- Constructed robust cloud system simulator for interaction during reinforcement learning training process;
Work Experience
LiCaiMoFang, Beijing KouDaiCaiFu In-Tech. Co. Ltd.
Position | Data Analyst Intern in financial group
Jun. 2019 – Sep. 2019
- Analyzed time series of user purchase behavior and visualization;
- Predicted price index trend in stock market using multi-dimensional macro-economic data under the framework of ‘xgboost’ (a supervised learning algorithm);
- Implemented macro-economic index model to compute risk-premium return;
- Implemented multi-factor model using ‘Fama-Macbeth Regression’ to compute risk-premium return;
ISCAS – Institute of Software Chinese Academy of Sciences
Position | Research Assistant in system security group
Aug. 2020 – Jan. 2021
- Deployed state-of-art fuzzing tools like Vuzzer, Memlock, AFL and analyzed their performance;
- Run large-scale fuzzing jobs on some open-source softwares like base64, uniq, asn1c, etc and submit possible vulnerability report to NVD;
- Designed and implemented large-scale knowledge graph model Vulgraph, using state-of-art graph database Neo4j and logistic regression model to make prediction;
- Designed and implemented an automated fuzzing platform Autofuzz, including front-end page design, data-flow model and Restful API design;
- Acquired Two Software Patents for Autofuzz project;
Baidu
Position | Software Development Engineer
Feb. 2021 – Sep. 2021
- Large-scale (a few Terabytes) log pipeline modeling using Hadoop;
- Backend development support for vertical search project Aladdin;
- Building coupon recommendation system for impending service center in Baidu App;
Practical Skills
- Environments/Tools: Linux, Git, Docker, Vim, SSH
- Programming languages: C/C++, Python, SQL, bash, Java, tcl, PHP
- Databases: MySQL, PostgreSQL, sqlite3, Neo4j, MongoDB, Redis
- Frontend: HTML/CSS/Javascript, Node.js, React
- Languages: Mandarin (native), English (TOFEL 108, GRE 325 + 4.0), Spanish
- Hobbies: basketball, swimming
Awards and Honors
- 2021 XUEYE scholarship
- Contemporary undergraduate mathematical contest of modeling
- MCM/ICM meritorious
- The Ninth Chinese Mathematics Competitions
- The Tenth Chinese Mathematics Competitions
- 2017, 2018, 2019 JINGSHI scholarship