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Career
·
PhD Student
,
Columbia University
·
Undergraduate Student
,
Columbia University
·
Undergraduate Student
,
Reed College
·
Quantitative Researcher
,
Squarepoint
Publications
(19)
Guided Conditional Diffusion for Controllable Traffic Simulation
IEEE International Conference on Robotics and Automation · 2022
221
cited
Metric Learning for Adversarial Robustness
Neural Information Processing Systems · 2019
202
cited
Language-Guided Traffic Simulation via Scene-Level Diffusion
Conference on Robot Learning · 2023
130
cited
Neural Network Guided Evolutionary Fuzzing for Finding Traffic Violations of Autonomous Vehicles
IEEE Transactions on Software Engineering · 2021
98
cited
A Survey on Scenario-Based Testing for Automated Driving Systems in High-Fidelity Simulation
arXiv.org · 2021
91
cited
PhasePack: A phase retrieval library
Asilomar Conference on Signals, Systems and Computers · 2017
84
cited
Noise-tolerant fair classification
Neural Information Processing Systems · 2019
79
cited
Testing DNN Image Classifiers for Confusion & Bias Errors
International Conference on Software Engineering · 2019
55
cited
Detecting multi-sensor fusion errors in advanced driver-assistance systems
International Symposium on Software Testing and Analysis · 2021
29
cited
Understanding Local Robustness of Deep Neural Networks under Natural Variations
Fundamental Approaches to Software Engineering · 2021
22
cited
Automatic Map Generation for Autonomous Driving System Testing
arXiv.org · 2022
9
cited
CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems
ACM Symposium on Cloud Computing · 2023
6
cited
Detecting Safety Problems of Multi-Sensor Fusion in Autonomous Driving
arXiv.org · 2021
6
cited
Testing Deep Neural Network based Image Classifiers
arXiv.org · 2019
5
cited
PhasePack User Guide
arXiv.org · 2017
2
cited
Understanding Spatial Robustness of Deep Neural Networks
arXiv.org · 2020
1
cited
Lecture 8 – t-Distributed Stochastic Neighbor Embedding
2018
Repairing Group-Level Errors for DNNs Using Weighted Regularization
arXiv.org · 2022
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