Md. Shamim Hussain

According to our database, Md. Shamim Hussain authored at least 6 papers between 2018 and 2024.

Collaborative distances:

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

2024

Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers.

Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles.

Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Global Self-Attention as a Replacement for Graph Convolution.

Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian

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

2021

Edge-augmented Graph Transformers: Global Self-attention is Enough for Graphs.

Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian

CoRR, 2021

2020

An Improved Physics Based Numerical Model of Tunnel FET Using 2D NEGF Formalism.

Md. Shamim Hussain

CoRR, 2020

2018

SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation.

Md. Shamim Hussain, Mohammad Ariful Haque

CoRR, 2018