One paper accepted to ICLR’26
H3GNNs: Harmonizing Heterophily and Homophily in GNNs via Self-Supervised Node Encoding by Rui Xue and Tianfu Wu…
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Welcome to the iVMCL laboratory at NC State, led by Dr. Tianfu (Matt) Wu who is an associate professor of Electrical and Computer Engineering (ECE) at NC State and affiliated with the Visual Narrative Initiative.
Our long-term research focuses on interpretable Visual Modeling, Computing and Learning, often motivated by the tasks of pursuing a unified framework for AI to ALTER (Ask, Learn, Test, Explain and Refine) in a trustworthy, robust and responsive way for AIGCGT (AI Generated Content and Ground-Truth).
What we are pursuing …
What motivate us: The “origin” of human intelligence
What motivate us: Information encoding via human brains
What motivate us: Information encoding via AI systems
Two papers accepted to ICML’25
Adversarial Perturbations Are Formed by Iteratively Learning Linear Combinations of the Right Singular Vectors of the Adversarial Jacobian
Generative Weight-Aware Fine-Tuning for Multi-…
One paper accepted to CVPR’25
ScaleLSD: Scalable Deep Line Segment Detection Streamlined…