Sotabase

Career

· Assistant Professor, University of Southern California2023–
· Research Scientist, NVIDIA2022–
· PhD in Computer Science, Massachusetts Institute of Technology2017–2022
· MS in Computer Science, University of California, San Diego2015–2016
· B.E. in Computer Science, Zhejiang University2011–2015

Publications (528)

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Conference on Empirical Methods in Natural Language Processing · 2021
2,045
cited
Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?
European Conference on Computer Vision · 2020
1,020
cited
DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries
Conference on Robot Learning · 2021
969
cited
The properties of high-dimensional data spaces: implications for exploring gene and protein expression data
Nature Reviews. Cancer · 2008
585
cited
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning
Neural Information Processing Systems · 2022
392
cited
FreeNeRF: Improving Few-Shot Neural Rendering with Free Frequency Regularization
Computer Vision and Pattern Recognition · 2023
376
cited
Pillar-based Object Detection for Autonomous Driving
European Conference on Computer Vision · 2020
248
cited
CEPC-SPPC Preliminary Conceptual Design Report. 1. Physics and Detector
2015
206
cited
EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision
International Conference on Learning Representations · 2023
203
cited
Dynamic modelling of oestrogen signalling and cell fate in breast cancer cells
Nature Reviews. Cancer · 2011
185
cited
InstantSplat: Unbounded Sparse-view Pose-free Gaussian Splatting in 40 Seconds
arXiv.org · 2024
171
cited
A chickpea genetic variation map based on the sequencing of 3,366 genomes
Nature · 2021
162
cited
PARA-Drive: Parallelized Architecture for Real-Time Autonomous Driving
Computer Vision and Pattern Recognition · 2024
147
cited
DBS: a fast and informative segmentation algorithm for DNA copy number analysis
BMC Bioinformatics · 2019
144
cited
Differential dependency network analysis to identify condition-specific topological changes in biological networks
Bioinform. · 2009
132
cited
A Convex Analysis Framework for Blind Separation of Non-Negative Sources
IEEE Transactions on Signal Processing · 2008
128
cited
Collaborative Assembly in Hybrid Manufacturing Cells: An Integrated Framework for Human–Robot Interaction
IEEE Transactions on Automation Science and Engineering · 2018
122
cited
Proteomic Architecture of Human Coronary and Aortic Atherosclerosis
Circulation · 2018
114
cited
VD-BERT: A Unified Vision and Dialog Transformer with BERT
Conference on Empirical Methods in Natural Language Processing · 2020
108
cited
OmniRe: Omni Urban Scene Reconstruction
International Conference on Learning Representations · 2024
106
cited
Sotabase