Zehua Cheng
6 papers · 2022–2026 · 5 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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Hot Topic Early Bird
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The Questioner
Venues
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Research topics
Machine Learning
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Domain-Specific
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Processing
(1)
Keywords
contrastive learning
(1)
semantic segmentation
(1)
semi-supervised learning
(1)
belief propagation
(1)
probabilistic inference
(1)
self-supervised learning
(1)
attention mechanism
(1)
factual accuracy
(1)
machine-generated text detection
(1)
medical image segmentation
(1)
medical image analysis
(1)
synthetic data generation
(1)
parameter efficient
(1)
model alignment
(1)
graphical model
(1)
marginal distribution
(1)
parameter efficiency
(1)
zero-shot detection
(1)
hyperbolic space
(1)
parallel transport
(1)
Papers
GraphSynth: Resolving the Diversity-Reliability Trade-off with Probabilistic Factor Graphs
ACL 2026
Hyperbolic Belief Propagation
UAI 2026
Effective and Efficient Medical Image Segmentation with Hierarchical Context Interaction
WACV 2025
On Weaponization-Resistant Large Language Models with Prospect Theoretic Alignment
COLING 2025
Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better
ACL 2024
Hybrid Learning System for Large-scale Medical Image Analysis
IJCAI 2022