Shaoshuai Mou
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(12)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Applications
(2)
Core AI
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Robotics
(1)
Application Areas
(1)
Capabilities
(1)
Core Methods
(1)
Learning Types
(1)
Methods · Data Science & Analytics
(1)
Methods · Reinforcement Learning
(1)
Optimization
(1)
Keywords
optimal control
(2)
pontryagin differentiable programming
(2)
motion planning
(1)
policy gradient
(1)
adversarial training
(1)
model predictive control
(1)
inverse reinforcement learning
(1)
system identification
(1)
distribution shift
(1)
change point detection
(1)
multivariate time series
(1)
greedy algorithm
(1)
perturbation robustness
(1)
out-of-distribution detection
(1)
barrier function
(1)
time series segmentation
(1)
safe control
(1)
safety-critical control
(1)
post-hoc detection
(1)
minimum description length
(1)
Papers
Leveraging Perturbation Robustness to Enhance Out-of-Distribution Detection
CVPR 2025
Unsupervised Change Point Detection in Multivariate Time Series
AISTATS 2024
Safe Pontryagin Differentiable Programming
NeurIPS 2021
Pontryagin Differentiable Programming: An End-to-End Learning and Control Framework
NeurIPS 2020