36 citations · 44 across the 4 of their papers we have counts for
4 papers
Finding Representative Interpretations on Convolutional Neural Networks
Peter Cho-Ho Lam, Lingyang Chu, Maxim Torgonskiy +3
Interpreting the decision logic behind effective deep convolutional neural networks (CNN) on images complements the success of deep learning models. However, the existing methods c…
Robust Counterfactual Explanations on Graph Neural Networks
Mohit Bajaj, Lingyang Chu, Zi Yu Xue +4
Massive deployment of Graph Neural Networks (GNNs) in high-stake applications generates a strong demand for explanations that are robust to noise and align well with human intuitio…
A generalization of Bombieri-Vinogradov theorem and its application
Peter Cho-Ho Lam
In this paper we establish a generalization of Bombieri-Vinogradov theorem for primes represented by a fixed positive definite binary quadratic form. Then we apply this theorem to…
On prime values of binary quadratic forms with a thin variable
Peter Cho-Ho Lam, Damaris Schindler, Stanley Yao Xiao
In this paper we generalize the result of Fouvry and Iwaniec dealing with prime values of the quadratic form with one input restricted to a thin subset of the integers.…