I am a Ph.D. student in Crossroads System Exploration Lab (XSEL), School of Electrical and Computer Engineering, Purdue University. My advisor is Prof. Felix Xiaozhu Lin. My research interest focuses on building software systems for large-scale video analytics on a wide range of deep learning and computer vision workloads.
My hobbies include playing soccer, playing cello, and watching movies.
Ph.D. (In progress), Computer Engineering, Purdue University08/2016 - Present
B.S., Physics, University of Science and Technology of China09/2012 - 06/2016
[HotMobile '20] "Practical Urban Localization for Mobile AR", Tiantu Xu, Guohui Wang, Felix Xiaozhu Lin, in Proceedings of the 21st International Workshop on Mobile Computing Systems and Applications. ACM, 2020.
[arXiv: 1904.12342] "Supporting Video Queries on Zero-Streaming Cameras", Mengwei Xu*, Tiantu Xu*, Yunxin Liu, Xuanzhe Liu, Gang Huang, Felix Xiaozhu Lin (*co-first author), in arXiv Preprint 1904.12342, cs.DB and cs.CV.
[EuroSys '19] "VStore: A Data Store for Analytics on Large Videos", Tiantu Xu, Luis Materon Botelho, Felix Xiaozhu Lin, in Proceedings of the Fourteenth EuroSys Conference. ACM, 2019.
[EuroSys '18] "Power Sandbox: Power Awareness Redefined", Liwei Guo*, Tiantu Xu*, Mengwei Xu, Xuanzhe Liu, and Felix Xiaozhu Lin (*co-first author), in Proceedings of the Thirteenth EuroSys Conference. ACM, 2018.
Software Engineer Intern, Facebook, Inc.Menlo Park, CA, 05/2020 - 08/2020
AI Lab Intern (Research), ByteDance Inc.Palo Alto, CA, 05/2019 - 08/2019
Graduate Research Assistant, Purdue UniversityWest Lafayette, IN, 08/2016 - Present
Research Area: Software Systems for Large-scale Video AnalyticsAdvisor: Dr. Felix Xiaozhu Lin
Visiting Student in Research, Yale UniversityNew Haven, CT, 07/2015 - 09/2015
Project: Modeling and Simulation of MFM-Capacitors and FeFETAdvisor: Dr. Tso-Ping Ma
Undergraduate Researcher, University of Science and Technology of ChinaHefei, Anhui, China, 09/2014 - 12/2014
Project: Fabrication of Bionic Negative Micro/Nano StructuresAdvisor: Dr. Xiaoliang Xu
Software Systems, Operating Systems, Storage Systems, Deep Learning, Computer Vision, Mobile Augmented Reality (MAR)
Programming Languages: Python, C/C++, Java, Swift, Objective-C, MATLAB
Frameworks & Libraries: Keras, PyTorch, TensorFlow, OpenCV, pandas, SciPy, NumPy, scikit-learn, Matplotlib
Tools: FFmpeg, Docker, VTune, GDB, Git
OS: GNU/Linux, Mac OS X