Yangru Huang
10 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (23) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🧬 Topic Evolution
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Keyword Collector
(50)
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Unstoppable · Bronze
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Century Club · Bronze
Venues
Top co-authors
Research topics
Reinforcement Learning
(7)
Methods
(6)
Artificial Intelligence
(5)
Core AI · Artificial Intelligence
(5)
Deep Learning
(4)
Machine Learning
(4)
Computer Vision
(3)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Analysis
(2)
Applications
(2)
Learning Types · Machine Learning
(2)
Architectures
(1)
Core AI · Computer Vision
(1)
Keywords
representation learning
(3)
visual reinforcement learning
(3)
autonomous driving
(2)
policy learning
(2)
reinforcement learning
(2)
multimodal learning
(2)
world model
(2)
model-based reinforcement learning
(2)
temporal difference learning
(1)
ensemble learning
(1)
sample efficiency
(1)
computer vision
(1)
event camera
(1)
attention mechanism
(1)
anomaly detection
(1)
domain adaptation
(1)
catastrophic forgetting
(1)
transfer learning
(1)
incremental learning
(1)
data augmentation
(1)
Papers
Beyond Single-Speed Reasoning: Coordinating Fast and Slow Dynamics for Efficient World Modeling
AAAI 2026
Perceiving the Knowledge Boundary: Uncertainty-Guided Exploration and Imagination for World Models
AAAI 2026
When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network
ICML 2025
Adaptive Discovering and Merging for Incremental Novel Class Discovery
AAAI 2024
Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL
NeurIPS 2024
Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning
NeurIPS 2023
Simoun: Synergizing Interactive Motion-appearance Understanding for Vision-based Reinforcement Learning
ICCV 2023
Stabilizing Visual Reinforcement Learning via Asymmetric Interactive Cooperation
ICCV 2023
Spectrum Random Masking for Generalization in Image-based Reinforcement Learning
NeurIPS 2022
Domain Adaptive Attention Learning for Unsupervised Person Re-Identification
AAAI 2020