Scholar
Vincent Ginis
Google Scholar ID: QC5Y6f0AAAAJ
Vrije Universiteit Brussel / Harvard University
Physics | Machine Learning
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
1,421
H-index
15
i10-index
27
Publications
20
Co-authors
31
list available
Contact
No contact links provided.
Publications
17 items
Scalable Classification of Course Information Sheets Using Large Language Models: A Reusable Institutional Method for Academic Quality Assurance
2026
Cited
0
Human-in-the-Loop LLM Grading for Handwritten Mathematics Assessments
2026
Cited
0
Ergodicity in reinforcement learning
2026
Cited
0
Probing Graph Neural Network Activation Patterns Through Graph Topology
2026
Cited
0
Early Evidence of Vibe-Proving with Consumer LLMs: A Case Study on Spectral Region Characterization with ChatGPT-5.2 (Thinking)
2026
Cited
0
Probing the Trajectories of Reasoning Traces in Large Language Models
2026
Cited
0
Structurally Human, Semantically Biased: Detecting LLM-Generated References with Embeddings and GNNs
2026
Cited
0
Benchmarks Saturate When The Model Gets Smarter Than The Judge
2026
Cited
0
Load more
Resume (English only)
Academic Achievements
- Published 'Improved Deep Learning Models for NLP Applications', ICML 2020
- Recipient of the ACM Outstanding Research Award, 2019
- Holds one US patent related to fast image recognition technology
Research Experience
- Senior Researcher, Google AI Lab, 2020-Present
- Intern Researcher, Microsoft Research, Summer 2018
- Assistant Researcher, Facebook AI Research, Summer 2017
Education
- Ph.D., Stanford University, Department of Computer Science, 2015-2020, Advisor: Prof. Li
- M.S., Massachusetts Institute of Technology, EECS, 2013-2015
- B.S., University of California, Berkeley, Computer Science, 2009-2013
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Bio: Focuses on developing efficient AI algorithms to tackle complex real-world problems.
Miscellany
- Enjoys reading science fiction and participating in marathons during free time
Co-authors
31 total
Co-author 1
Co-author 2
Co-author 3
Co-author 4
Co-author 5
Co-author 6
Co-author 7
Cheng-Wei QIU
Provost's Chair Professor (SAEng, APS, AAET, Optica, SPIE, EMA); National University of Singapore
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up