Xianghua Zeng
7 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Trend Setter
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Research topics
Keywords
structural entropy
(3)
hierarchical clustering
(2)
structural information
(2)
reinforcement learning
(2)
uncertainty quantification
(1)
community detection
(1)
hierarchical reinforcement learning
(1)
continuous control
(1)
skill discovery
(1)
graph diffusion
(1)
intrinsic reward
(1)
multi-agent collaboration
(1)
heterogeneous graph
(1)
multi-agent coordination
(1)
role discovery
(1)
long-form generation
(1)
hierarchical abstraction
(1)
coordination graph
(1)
anisotropic diffusion
(1)
large language model
(1)
Papers
SeSE: Black-Box Uncertainty Quantification for Large Language Models Based on Structural Information Theory
UAI 2026
Graph Diffusion for Robust Multi-Agent Coordination
ICML 2025
Hierarchical Decision Making Based on Structural Information Principles
JMLR 2025
Adversarial Socialbots Modeling Based on Structural Information Principles
AAAI 2024
Effective Exploration Based on the Structural Information Principles
NeurIPS 2024
Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles
AAAI 2023
Hierarchical State Abstraction based on Structural Information Principles
IJCAI 2023