Zehua Cheng
5 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (10) π Interdisciplinary Bridge π Conference Polyglot (4) π§ Keyword Pioneer π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(13)
β
The Questioner
Conferences
ACL (2)
COLING (1)
IJCAI (1)
WACV (1)
Top co-authors
Keywords
contrastive learning
(1)
semantic segmentation
(1)
semi-supervised learning
(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)
parameter efficiency
(1)
zero-shot detection
(1)
prospect theory
(1)
attribute coverage
(1)
image detection
(1)
open-weight model
(1)
hierarchical context interaction
(1)
weaponization resistance
(1)
Papers
GraphSynth: Resolving the Diversity-Reliability Trade-off with Probabilistic Factor Graphs
ACL 2026
On Weaponization-Resistant Large Language Models with Prospect Theoretic Alignment
COLING 2025
Effective and Efficient Medical Image Segmentation with Hierarchical Context Interaction
WACV 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