1 citations · 1 across the 4 of their papers we have counts for
4 papers
Universal Transformer Hawkes Process with Adaptive Recursive Iteration
Lu-ning Zhang, Jian-wei Liu, Zhi-yan Song +1
Asynchronous events sequences are widely distributed in the natural world and human activities, such as earthquakes records, users activities in social media and so on. How to dist…
Temporal Attention Augmented Transformer Hawkes Process
Lu-ning Zhang, Jian-wei Liu, Zhi-yan Song +1
In recent years, mining the knowledge from asynchronous sequences by Hawkes process is a subject worthy of continued attention, and Hawkes processes based on the neural network hav…
Survival Analysis of the Compressor Station Based on Hawkes Process with Weibull Base Intensity
Lu-ning Zhang, Jian-wei Liu, Xin Zuo
In this paper, we use the Hawkes process to model the sequence of failure, i.e., events of compressor station and conduct survival analysis on various failure events of the compres…
Tri-Transformer Hawkes Process: Three Heads are better than one
Zhi-yan Song, Jian-wei Liu, Lu-ning Zhang +1
Abstract. Most of the real world data we encounter are asynchronous event sequence, so the last decades have been characterized by the implementation of various point process into…