Xiaotong Liu
5 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Robotics
(1)
Application Areas
(1)
Applications
(1)
Capabilities
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Methods Β· Data Science & Analytics
(1)
Methods Β· Reinforcement Learning
(1)
Keywords
dimensionality reduction
(1)
reinforcement learning
(1)
imitation learning
(1)
supervised learning
(1)
data visualization
(1)
distributed learning
(1)
privacy preservation
(1)
policy learning
(1)
privacy-preserving learning
(1)
inverse dynamics
(1)
kernel ridge regression
(1)
adaptive algorithm
(1)
high-dimensional data
(1)
sparse reward
(1)
hindsight experience replay
(1)
embedding alignment
(1)
data silo
(1)
goal-oriented task
(1)
scene generalization
(1)
fisheye camera
(1)
Papers
Rethinking Camera Choice: An Empirical Study on Fisheye Camera Properties in Robotic Manipulation
CVPR 2026
Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos
JMLR 2025
2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets
WACV 2020
Hard negative examples are hard, but useful
ECCV 2020
Policy Continuation with Hindsight Inverse Dynamics
NeurIPS 2019