Asadullah Hill Galib

According to our database, Asadullah Hill Galib authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Unraveling Block Maxima Forecasting Models with Counterfactual Explanation.

Yue Deng, Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

On the Susceptibility and Robustness of Time Series Models through Adversarial Attack and Defense.

Asadullah Hill Galib, Bidhan Bashyal

CoRR, 2023

Self-Recover: Forecasting Block Maxima in Time Series from Predictors with Disparate Temporal Coverage Using Self-Supervised Learning.

Asadullah Hill Galib, Andrew McDonald, Pang-Ning Tan, Lifeng Luo

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

SimEXT: Self-supervised Representation Learning for Extreme Values in Time Series.

Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models.

Tyler Wilson, Andrew McDonald, Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data.

Asadullah Hill Galib, Andrew McDonald, Tyler Wilson, Lifeng Luo, Pang-Ning Tan

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2020

The Influences of Pre-birth Factors in Early Assessment of Child Mortality using Machine Learning Techniques.

Asadullah Hill Galib, Nadia Nahar, B. M. Mainul Hossain

CoRR, 2020

Significant API Calls in Android Malware Detection (Using Feature Selection Techniques and Correlation Based Feature Elimination).

Asadullah Hill Galib, B. M. Mainul Hossain

Proceedings of the 32nd International Conference on Software Engineering and Knowledge Engineering, 2020

2019

GodExpo: an automated god structure detection tool for Golang.

Rafed Muhammad Yasir, Moumita Asad, Asadullah Hill Galib, Kishan Kumar Ganguly, Md. Saeed Siddik

Proceedings of the 3rd International Workshop on Refactoring, 2019