Sotabase

Career

· Associate Professor, Columbia University in the City of New York2020–
· Co-Founder, Sharper Sense2020–
· Assistant Professor, Columbia University in the City of New York2013–2020
· Research Scientist, Georgia Institute of Technology2008–2012
· Postdoctoral Fellow, Harvard University2006–2008
· Ph.D., Electrical and Computer Engineering, McGill University2002–2006

Publications (404)

Genome Sequencing of Pediatric Medulloblastoma Links Catastrophic DNA Rearrangements with TP53 Mutations
Cell · 2012
835
cited
Matminer: An open source toolkit for materials data mining
Computational materials science · 2018
800
cited
Learning From Synthetic Data for Crowd Counting in the Wild
Computer Vision and Pattern Recognition · 2019
578
cited
Property Inference Attacks on Fully Connected Neural Networks using Permutation Invariant Representations
Conference on Computer and Communications Security · 2018
564
cited
Scene Classification With Recurrent Attention of VHR Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing · 2019
497
cited
NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020
474
cited
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection
IEEE Transactions on Geoscience and Remote Sensing · 2019
471
cited
Salient Band Selection for Hyperspectral Image Classification via Manifold Ranking
IEEE Transactions on Neural Networks and Learning Systems · 2016
424
cited
GR00T N1: An Open Foundation Model for Generalist Humanoid Robots
arXiv.org · 2025
422
cited
Preliminary Program
Science · 1952
399
cited
Detecting AI Trojans Using Meta Neural Analysis
IEEE Symposium on Security and Privacy · 2019
369
cited
Optimal Clustering Framework for Hyperspectral Band Selection
IEEE Transactions on Geoscience and Remote Sensing · 2018
320
cited
Detecting Coherent Groups in Crowd Scenes by Multiview Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020
280
cited
You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis
Network and Distributed System Security Symposium · 2020
271
cited
Embedding structured contour and location prior in siamesed fully convolutional networks for road detection
IEEE International Conference on Robotics and Automation · 2017
252
cited
PCC Net: Perspective Crowd Counting via Spatial Convolutional Network
IEEE transactions on circuits and systems for video technology (Print) · 2019
248
cited
SSR-NET: Spatial–Spectral Reconstruction Network for Hyperspectral and Multispectral Image Fusion
IEEE Transactions on Geoscience and Remote Sensing · 2021
213
cited
SCAR: Spatial-/Channel-wise Attention Regression Networks for Crowd Counting
Neurocomputing · 2019
211
cited
Online Anomaly Detection in Crowd Scenes via Structure Analysis
IEEE Transactions on Cybernetics · 2015
204
cited
Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing · 2019
202
cited
Sotabase