David Evans | Researcher Profile | Sotabase

Career

· Software Engineer, A9/Amazon.com2008–

· Project researcher, National Institute of Informatics2006–

· Instructor, Baruch College2001–

· Instructor, Columbia University2001–

· Teaching Assistant, Columbia University2000–

· Summer intern, IBM Tokyo Research Lab1999–

· Funded Graduated Research Assistant, Columbia University1997–

· Summer internship, NTT Yokosuka Communications Research Lab1996–

· Junior network engineer, Southern Methodist University1995–

· Summer internship, Wang Inc.1992–

· Professor Emeritus of Public Health, Columbia University in the City of New York1980–2019

· Research Assistant, BROOKHAVEN MEMORIAL HOSPITAL1972–1980

· Senior Software Engineering Manager, Amazon

Publications (36)

Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls

Nature · 2007

9,516

cited

Advances and Open Problems in Federated Learning

Found. Trends Mach. Learn. · 2019

7,730

cited

Localization of type 1 diabetes susceptibility to the MHC class I genes HLA-B and HLA-A

Nature · 2007

579

cited

Genome-wide association study of copy number variation in 16,000 cases of eight common diseases and 3,000 shared controls

Nature · 2010

520

cited

Patterns of Cis Regulatory Variation in Diverse Human Populations

PLoS Genetics · 2012

493

cited

Broadly neutralizing HIV antibodies define a glycan-dependent epitope on the prefusion conformation of gp41 on cleaved envelope trimers.

Immunity · 2014

380

cited

LCLint: a tool for using specifications to check code

SIGSOFT '94 · 1994

286

cited

EnviroTrack: towards an environmental computing paradigm for distributed sensor networks

24th International Conference on Distributed Computing Systems, 2004. Proceedings. · 2004

275

cited

Privacy-Preserving Distributed Linear Regression on High-Dimensional Data

Proceedings on Privacy Enhancing Technologies · 2017

222

cited

Do Membership Inference Attacks Work on Large Language Models?

arXiv.org · 2024

166

cited

Columbia multi-document summarization : Approach and evaluation

2001

154

cited

Genetic Predictors of Response to Serotonergic and Noradrenergic Antidepressants in Major Depressive Disorder: A Genome-Wide Analysis of Individual-Level Data and a Meta-Analysis

PLoS Medicine · 2012

130

cited

Revisiting Square-Root ORAM: Efficient Random Access in Multi-party Computation

IEEE Symposium on Security and Privacy · 2016

124

cited

Secure Linear Regression on Vertically Partitioned Datasets

IACR Cryptology ePrint Archive · 2016

108

cited

Pharmacogenetics of antidepressant response: A polygenic approach

Progress in Neuro-psychopharmacology and Biological Psychiatry · 2016

cited

SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning

IEEE Symposium on Security and Privacy · 2022

cited

TCTEX1D2 mutations underlie Jeune asphyxiating thoracic dystrophy with impaired retrograde intraflagellar transport

Nature Communications · 2015

cited

Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment

2023

cited

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security

Conference on Computer and Communications Security · 2017

cited

Enabling Technology for Distributed Multimedia Applications

IBM Systems Journal · 1997

cited