Scholar
Luca Zappella
Google Scholar ID: bmh6mxAAAAAJ
Machine Learning Research Manager
Machine Learning
Computer Vision
Image Processing
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Citations & Impact
All-time
Citations
1,142
H-index
11
i10-index
13
Publications
20
Co-authors
20
list available
Publications
11 items
Homogenization in Multi-Agent Systems
2026
Cited
0
The Communication Bottleneck: A Round-Trip Study of Tree-Structured Expression Serialization in Language Models
2026
Cited
0
On The Effectiveness-Fluency Trade-Off In LLM Conditioning: A Systematic Study
2026
Cited
0
HyperTransport: Amortized Conditioning of T2I Generative Models
2026
Cited
0
Uncertainty Quantification for LLM Function-Calling
2026
Cited
0
The Design Space of Tri-Modal Masked Diffusion Models
2026
Cited
0
GenCtrl - A Formal Controllability Toolkit for Generative Models
arXiv.org · 2026
Cited
0
DSO: Direct Steering Optimization for Bias Mitigation
2025
Cited
0
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Resume
Academic Achievements
- Published 'Applications of Deep Learning in Image Recognition' in the International Journal of Computer Vision
- Won the Best Paper Award in 2021
- Holds two US patents
Research Experience
- Google AI Researcher, 2022-Present, involved in multiple deep learning projects
- Research Assistant at Stanford University, 2019-2022, mainly responsible for research work in natural language processing
Education
- Ph.D., Stanford University, Department of Computer Science, Advisor: Prof. Zhang, 2018-2022
- M.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2016-2018
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Brief Introduction: Focuses on developing intelligent systems that can solve complex problems.
Miscellany
- Enjoys reading science fiction
- Hobbies include mountain climbing and hiking
Co-authors
14 total
Rene Vidal
Rachleff University Professor, University of Pennsylvania; Amazon Scholar; Chief Scientist, NORCE
Nicholas Apostoloff
Apple
Gregory Hager
Mandell Bellmore Professor of Computer Science, Johns Hopkins University
Xavier Llado
Full Professor. ICREA Academia. University of Girona.
Benjamin Bejar
Lead Data Scientist, Swiss Data Science Center
Arno Blaas
Apple MLR
Sanjeev Khudanpur
The Johns Hopkins University
Pau Rodríguez
Apple Machine Learning Research, ELLIS member