Cheng Zhang  ·  Ohio State

Cheng Zhang

lastname.7804@buckeyemail.osu.edu

Curriculum Vitae | Scholar | Github | LinkedIn

About Me


I am a PhD student in the Department of Computer Science and Engineering at The Ohio State University, advised by Wei-Lun Harry Chao and Dong Xuan. I have also worked with Chunyi Peng (now at Purdue). Before coming to OSU, I received my M.S. and B.S. degrees from BUPT and Tianjin University, respectively.

I work on machine learning and its applications to computer vision, vision and language, and mobile sensing. My recent work is about making vision and language algorithms robust, e.g., VQA with graph neural networks and debiasing VQA models with conditional imbalanced-learning. Beyond that, I love to apply AI techniques to real-world problems such as mobile and medical imaging.

News


03/2020     CSE annual research poster exhibition award (1st place)

03/2020     I will be joining Volvo AI Research as an intern in summer 2020

08/2019     Teaching CSE1222: Programming in C++ in Fall 2019

07/2019     1 paper accepted as oral presentation at BMVC 2019

05/2019     Summer internship at FX Palo Alto Laboratory (FXPAL), working on AI in medicine & imaging

Publications  


        [BMVC'19] An Empirical Study on Leveraging Scene Graphs for Visual Question Answering
Cheng Zhang, Wei-Lun Chao, Dong Xuan
British Machine Vision Conference, 2019 (Oral: 38/815=4.6%)

Paper    Codes    Slides    Poster   


        [INFOCOM'18] MV-Sports: A Motion and Vision Sensor Integration-Based Sports Analysis System
Cheng Zhang, Fan Yang, Gang Li, Qiang Zhai, Yi Jiang, Dong Xuan
IEEE International Conference on Computer Communications, 2018 (308/1606=19%)

Paper    Project    Slides


        [UbiComp'18] Third-Eye: A Mobilephone-Enabled Crowdsensing System for Air Quality Monitoring
Liang Liu, Wu Liu, Yu Zheng, Huadong Ma, Cheng Zhang
ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2018

Paper    iOS APP    Android APP


        [ICASSP'16] Siamese Neural Network based Gait Recognition for Human Identification
Cheng Zhang, Wu Liu, Huadong Ma, Huiyuan Fu
IEEE International Conference on Acoustics, Speech and Signal Processing, 2016

Paper    Codes    Slides    Poster


Miscellaneous


Upcoming conferences: AI and mobile.

I play guitar, check my melodies: 500 miles, night, dreams link, and sweet home. My favorite song is wonderful tonight by Eric Clapton.

I am a passionate soccer fan and my favorite club is AC Milan.

Updated on March 2020