Huixin Zhan
5 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(3)
Architectures
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
simplicial neural network
(2)
graph neural network
(2)
bayesian inference
(1)
sentiment analysis
(1)
probabilistic inference
(1)
relation extraction
(1)
topological data analysis
(1)
iterative refinement
(1)
knowledge graph
(1)
graph attention network
(1)
privacy leakage
(1)
privacy-preserving model
(1)
multi-hop reasoning
(1)
graph convolutional network
(1)
higher-order interaction
(1)
membership inference attack
(1)
reasoning chain
(1)
gender bias mitigation
(1)
diffusion language model
(1)
privacy-preserving representation learning
(1)
Papers
Inference-Time Feedback for Reasoning Controllability in Diffusion Language Models
ACL 2026
Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract)
AAAI 2023
Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes
AAAI 2023
Towards Fair and Selectively Privacy-Preserving Models Using Negative Multi-Task Learning (Student Abstract)
AAAI 2023
K^2-GNN: Multiple Users’ Comments Integration with Probabilistic K-Hop Knowledge Graph Neural Networks
ACML 2021