Amit Roy

Graduate Student

Graduate Teaching Assistant

Joined department: Fall 2022

Education

Bachelor of Science (B.Sc), University of Dhaka, Computer Science and Engineering (2020)

Hello, I am Amit.

I am a PhD student in Purdue Computer Science and joined the department after being offered a Ross Fellowship. My research focus is

Large Language Models
Graph Machine Learning
Data Mining

I am a highly self-motivated individual experienced in developing deep learning-based solutions for real-life applications and published research papers in top venues like WSDM and NeurIPS Workshop. I aspire to contribute to the applied science community utilizing contemporary technologies e.g. LLMs, and GNNs. I am actively seeking summer internships for different applications utilizing LLMs, Graph ML, Deep Learning, and Data Mining.

In my academic journey, I obtained an MS from Purdue CS and a Bachelor's Degree from the Department of Computer Science and Engineering, University of Dhaka, Bangladesh, securing the 1st position in the Faculty of Engineering and Technology. Before starting my grad school at Purdue, I worked as a Research Assistant at Independent University Bangladesh and a software engineer at Tiger IT Bangladesh Limited.

Selected Publications

GAD-EBM: Graph Anomaly Detection using Energy-Based Models
New Frontiers in Graph Learning (GLFRONTIERS), NeurIPS Workshop 2023
Amit Roy, Juan Shu, Olivier Elshocht, Jeroen Smeets, Ruqi Zhang, Pan Li [Paper]

GAD-NR: Graph Anomaly Detection via Neighborhood Reconstruction
The 17th ACM International Conference on Web Search and Data Mining (WSDM-2024)
March 4th-8th, 2024, Merida, Yucatan, Mexico
Amit Roy, Juan Shu, Jia Li, Carl Yang, Olivier Elshocht, Jeroen Smeets, Pan Li [ Paper ] [ Code ]

Last Updated: Jun 14, 2022 1:28 PM