Zhonghong Ou
8 papers · 2025–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) ⭐ Rising Star (8) ⚡ Prolific Year · Productive
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Deep Learning
(4)
Architectures
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Robotics
(1)
Applications
(1)
Capabilities
(1)
Clinical
(1)
Keywords
graph neural network
(3)
emotion recognition
(1)
latent space
(1)
cross-modal retrieval
(1)
instruction tuning
(1)
message passing
(1)
robot control
(1)
eeg signal processing
(1)
brain network analysis
(1)
user modeling
(1)
human feedback
(1)
spectral filtering
(1)
node embedding
(1)
cross-modal alignment
(1)
policy learning
(1)
multimodal large language model
(1)
robotic control
(1)
image-text retrieval
(1)
temporal graph
(1)
feature extraction
(1)
Papers
CreBench: Human-Aligned Creativity Evaluation from Idea to Process to Product
AAAI 2026
Structures Meet Semantics: Multimodal Fusion via Graph Contrastive Learning
AAAI 2026
Efficient Robotic Policy Learning via Latent Space Backward Planning
ICML 2025
Graph Mediator Networks Bridging Local and Global Semantics via Serial Message Passing
ACML 2025
LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation
AAAI 2025
Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding
IJCAI 2025
TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval
AAAI 2025
Universal Actions for Enhanced Embodied Foundation Models
CVPR 2025