Zihao Deng
10 papers · 2022–2026 · 9 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π Conference Polyglot Β· Silver ποΈ Keyword Collector (56)
π₯
Unstoppable Β· Bronze
π
Renaissance Researcher
(7)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(4)
Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Methods
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Robotics
(1)
Applications
(1)
Keywords
multimodal learning
(3)
reinforcement learning
(2)
representation learning
(1)
symbolic reasoning
(1)
model selection
(1)
transfer learning
(1)
graph learning
(1)
policy learning
(1)
offline learning
(1)
automated planning
(1)
visual question answering
(1)
self-supervised learning
(1)
convex optimization
(1)
sample complexity
(1)
contrastive learning
(1)
feature attribution
(1)
mutual information
(1)
variable elimination
(1)
unsupervised learning
(1)
information theory
(1)
Papers
MMSearch-R1: Incentivizing LMMs to Search
ACL 2026
NL2CA: Auto-formalizing Cognitive Decision-Making from Natural Language Using an Unsupervised CriticNL2LTL Framework
AAAI 2026
Stochastic Safe Action Model Learning
COLT 2026
Subteaming and Adaptive Formation Control for Coordinated Multi-Robot Navigation
CoRL 2025
MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response
NAACL 2024
Enhancing Cross-Category Learning in Recommendation Systems with Multi-Layer Embedding Training
ACML 2023
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy
NeurIPS 2023
MultiViz: Towards Visualizing and Understanding Multimodal Models
ICLR 2023
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
NeurIPS 2023
Polynomial Time Reinforcement Learning in Factored State MDPs with Linear Value Functions
AISTATS 2022