Wei-Dong Zhou

Learnable Time-Frequency Transform With Application to EEG Signal Analysis

Explainable Artificial Intelligence Technology and Its Applications: Toward Transparent, Human-Centered, and Trustworthy AI

It is demonstrated how XAI is moving from generic explanation visualizations toward domain-sensitive, data-aware, and operationally reliable methods in network security, computer vision, knowledge graphs, and financial decision support.

KnowDR-REC: Auditing Knowledge-Conditioned Visual Grounding in Referring Expression Comprehension

KnowDR-REC is introduced, a targeted audit benchmark comprising 1,042 positive triplets derived from real-world knowledge, along with rigorously matched negative samples that implements a controllable counterfactual evaluation mechanism that subjects textual expressions to single-factor perturbations to test sensitivit...