Scholar
Yinong Oliver Wang
Google Scholar ID: W-tC-7QAAAAJ
Carnegie Mellon University
Citations & Impact
Citations
22
H-index
3
i10-index
1
Publications
8
Co-authors
19
list available
Publications
Resume (English only)
Academic Achievements
- - Manuscripts submitted to CVPR 2024: "DomainGap Embeddings for Generative Dataset Augmentation", "An unsupervised model diagnosis framework to report bias and weakness of computer vision models"
- - Preprint: "Robust Embeddings Via Distributions", arXiv preprint arXiv:2104.08420 (2021)
Research Experience
- - Software Development Engineer - Alexa Hybrid Engine, August 2021 - August 2022, Amazon Canada
- - Co-founder - Engineering & Business, May 2020 - March 2021, SpicyGrit
- - Machine Learning Engineer Intern - AV Map Perception, January 2019 - April 2019, NVIDIA US Redmond
- - Machine Learning Engineer Intern - On-Edge Face Detection, January 2018 - April 2018, Huawei Noah's Ark Lab Canada
- - Frontend Developer Intern - Webpage Dev, May 2017 - August 2017, Genesys Canada
- - Full-Stack Developer Intern - Webapp Dev, September 2016 - December 2016, FGF Brands Canada
Education
- - Master's Degree: M.S. in Robotics, Sept. 2022 -- present, Carnegie Mellon University, Advisor: Prof. Fernando De la Torre
- - Bachelor's Degree: B.Math. in Computer Science & Computational Math (double major) and Statistics (minor), Sept. 2018 -- Jul. 2022, University of Waterloo, Advisors: Prof. Pascal Poupart and Prof. Yuri Boykov
Background
- - Research Interests: Data-centric responsible AI, generative models, multimodal foundation models
- - Professional Field: AI diagnostics, fairness issue mitigation, generative model and VLM innovations
- - Introduction: Devoted to developing robust and trustworthy AI and advancing the frontier of AI readiness.
Miscellany
- - Personal Interests: Research, entrepreneurship, collaborations or casual chat
