Yangru Huang
10 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (5) π§ Keyword Pioneer π Conference Polyglot (4) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(24)
π
Century Club
(10)
π₯
Unstoppable
(5)
Conferences
AAAI (4)
NIPS (3)
ICCV (2)
ICML (1)
Top co-authors
Keywords
visual reinforcement learning
(3)
representation learning
(3)
policy learning
(2)
reinforcement learning
(2)
model-based reinforcement learning
(2)
world model
(2)
domain generalization
(1)
attention mechanism
(1)
sample efficiency
(1)
computer vision
(1)
ensemble learning
(1)
knowledge distillation
(1)
data augmentation
(1)
multimodal learning
(1)
catastrophic forgetting
(1)
multi-modal learning
(1)
domain adaptation
(1)
incremental learning
(1)
class-incremental learning
(1)
autonomous driving
(1)
Papers
Perceiving the Knowledge Boundary: Uncertainty-Guided Exploration and Imagination for World Models
AAAI 2026
Beyond Single-Speed Reasoning: Coordinating Fast and Slow Dynamics for Efficient World Modeling
AAAI 2026
When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network
ICML 2025
Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL
NIPS 2024
Adaptive Discovering and Merging for Incremental Novel Class Discovery
AAAI 2024
Stabilizing Visual Reinforcement Learning via Asymmetric Interactive Cooperation
ICCV 2023
Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning
NIPS 2023
Simoun: Synergizing Interactive Motion-appearance Understanding for Vision-based Reinforcement Learning
ICCV 2023
Spectrum Random Masking for Generalization in Image-based Reinforcement Learning
NIPS 2022
Domain Adaptive Attention Learning for Unsupervised Person Re-Identification
AAAI 2020