Shaoshuai Mou
4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (13) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
NIPS (2)
AISTATS (1)
CVPR (1)
Top co-authors
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
NIPS 2021
Pontryagin Differentiable Programming: An End-to-End Learning and Control Framework
NIPS 2020