Zhifang Liao
3 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
causal inference
(1)
information bottleneck
(1)
multi-label classification
(1)
time series prediction
(1)
mutual information
(1)
prior distribution
(1)
spurious correlation
(1)
counterfactual reasoning
(1)
backdoor adjustment
(1)
traffic forecasting
(1)
multi-layer perceptron
(1)
chest x-ray classification
(1)
mode decomposition
(1)
wavelet denoising
(1)
asymmetrical domains text matching
(1)
distribution of text representations
(1)
representation matching information bottleneck
(1)
Papers
DARC: Dual Adjustment Reasoning with Counterfactuals for Trustworthy Chest X-ray Classification
CVPR 2026
ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting
AAAI 2024
RMIB: Representation Matching Information Bottleneck for Matching Text Representations
ICML 2024