SIWEI CHEN
7 papers · 2020–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Learning Types · Deep Learning
(4)
Machine Learning
(3)
Robotics
(3)
Applications · Robotics
(3)
Reinforcement Learning
(2)
Learning Types · Machine Learning
(2)
Methods
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications · Computer Science
(1)
Applications · Reinforcement Learning
(1)
Keywords
differentiable physics
(2)
imitation learning
(2)
policy learning
(2)
contrastive learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
variational inference
(1)
multimodal learning
(1)
inverse reinforcement learning
(1)
mutual information
(1)
continuous control
(1)
model-based reinforcement learning
(1)
robot manipulation
(1)
vision-language model
(1)
simulation framework
(1)
temporal knowledge graph
(1)
large vision-language model
(1)
vision encoder
(1)
model-based reasoning
(1)
deformable object manipulation
(1)
Papers
Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge
CVPR 2025
Temporal Knowledge Graph Extrapolation via Causal Subhistory Identification
IJCAI 2024
DaxBench: Benchmarking Deformable Object Manipulation with Differentiable Physics
ICLR 2023
DiffMimic: Efficient Motion Mimicking with Differentiable Physics
ICLR 2023
Imitation Learning As State Matching via Differentiable Physics
CVPR 2023
Ab Initio Particle-based Object Manipulation
RSS 2021
Contrastive Variational Reinforcement Learning for Complex Observations
CoRL 2020