13 citations · 31 across the 10 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.LG2025
UniCoMTE: A Universal Counterfactual Framework for Explaining Time-Series Classifiers on ECG Data
Justin Li, Efe Sencan, Jasper Zheng Duan +3
Machine learning models, particularly deep neural networks, have demonstrated strong performance in classifying complex time series data. However, their black-box nature limits tru…
cs.LG2025★ 1 cited
Rethinking Individual Fairness in Deepfake Detection
Aryana Hou, Li Lin, Justin Li +1
Generative AI models have substantially improved the realism of synthetic media, yet their misuse through sophisticated DeepFakes poses significant risks. Despite recent advances i…