Litian Liang
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Renaissance Researcher (5) π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
β
The Questioner
Conferences
ICML (2)
AAAI (1)
CORL (1)
CVPR (1)
Top co-authors
Keywords
sample efficiency
(2)
reinforcement learning
(1)
imitation learning
(1)
variational inference
(1)
policy gradient
(1)
causal discovery
(1)
medical imaging
(1)
policy learning
(1)
visual reinforcement learning
(1)
deep learning
(1)
trajectory optimization
(1)
model-based reinforcement learning
(1)
temporal-difference learning
(1)
value estimation
(1)
ensemble method
(1)
world model
(1)
multimodal policy
(1)
survival prediction
(1)
deep q-network
(1)
visual policy
(1)
Papers
One Demo is Worth a Thousand Trajectories: Action-View Augmentation for Visuomotor Policies
CORL 2025
When Should We Prefer State-to-Visual DAgger over Visual Reinforcement Learning?
AAAI 2025
Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction
CVPR 2023
Reparameterized Policy Learning for Multimodal Trajectory Optimization
ICML 2023
Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks
ICML 2022