Ziqi Sheng
3 papers · 2025–2026 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
Venues
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Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(2)
Models
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Mathematics
(1)
Optimization & Theory
(1)
Keywords
contrastive learning
(1)
information bottleneck
(1)
weakly supervised learning
(1)
multimodal learning
(1)
image forgery detection
(1)
feature representation
(1)
mutual information
(1)
feature fusion
(1)
vision-language model
(1)
cross-modal fusion
(1)
fake news detection
(1)
image forgery localization
(1)
residual learning
(1)
cross-modal feature
(1)
sufficiency constraint
(1)
minimality constraint
(1)
pixel-level localization
(1)
image tampering detection
(1)
sufficiency minimality constraint
(1)
Papers
Weakly-Supervised Image Forgery Localization via Vision-Language Collaborative Reasoning Framework
AAAI 2026
RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection
AAAI 2025
SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints
AAAI 2025