Qiang Duan
5 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (8) π Conference Polyglot (2) πΊοΈ Taxonomy Completionist (14)
β
Rising Star
(5)
Conferences
AAAI (3)
IJCAI (2)
Top co-authors
Research topics
Keywords
vertical federated learning
(2)
backdoor attack
(2)
probabilistic inference
(1)
backdoor defense
(1)
knowledge distillation
(1)
batch normalization
(1)
time series prediction
(1)
fraud detection
(1)
graph transformer
(1)
privacy leakage
(1)
linear probing
(1)
privacy-preserving training
(1)
label consistent clustering
(1)
multi-hop trigger
(1)
backdoor retention
(1)
physics-guided learning
(1)
graph neural network
(1)
data reconstruction attack
(1)
information decomposition
(1)
split inference
(1)
Papers
InfoDecom: Decomposing Information for Defending Against Privacy Leakage in Split Inference
AAAI 2026
Uncovering Hidden Degeneration: A Physics-Guided Bidirectional Inference Framework for Industrial Time Series Prediction
AAAI 2026
IGT4ETH: An Isotropic Pre-trained Graph Transformer for Ethereum Account Classification
AAAI 2026
Universal Backdoor Defense via Label Consistency in Vertical Federated Learning
IJCAI 2025
Backdoor Attack on Vertical Federated Graph Neural Network Learning
IJCAI 2025