Yuzheng Zhuang
12 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
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Cross-Pollinator
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Conferences
EMNLP (3)
NIPS (3)
ICLR (2)
CVPR (1)
ICML (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
imitation learning
(2)
subgoal generation
(2)
mutual information
(2)
sample efficiency
(1)
transfer learning
(1)
policy gradient
(1)
multimodal learning
(1)
chain-of-thought reasoning
(1)
disentangled representation
(1)
multi-modal learning
(1)
policy learning
(1)
visual reasoning
(1)
semantic alignment
(1)
robot learning
(1)
model-based reinforcement learning
(1)
hierarchical planning
(1)
robot manipulation
(1)
diffusion model
(1)
offline reinforcement learning
(1)
reinforcement learning
(1)
Papers
Structured Preference Optimization for Vision-Language Long-Horizon Task Planning
EMNLP 2025
Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following
EMNLP 2025
Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts
CVPR 2024
VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder
NAACL 2024
PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation
NIPS 2024
Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection
ICLR 2023
DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning
NIPS 2022
Offline-to-Online Co-Evolutional User Simulator and Dialogue System
EMNLP 2022
Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization
ICML 2022
Model-Based Reinforcement Learning via Imagination with Derived Memory
NIPS 2021
Multi-Agent Interactions Modeling with Correlated Policies
ICLR 2020
Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets
IJCAI 2020