Md. Shamim Hussain

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Graph Structures

Speech Music Discrimination

Convolutional Neural Network

Top Venues

Publications

Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers. CoRR (2024)
Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian
The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles. CoRR (2023)
Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian
The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles. KDD (2023)
Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian
Global Self-Attention as a Replacement for Graph Convolution. KDD (2022)
Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian
Edge-augmented Graph Transformers: Global Self-attention is Enough for Graphs. CoRR (2021)
Md. Shamim Hussain
An Improved Physics Based Numerical Model of Tunnel FET Using 2D NEGF Formalism. CoRR (2020)
Md. Shamim Hussain, Mohammad Ariful Haque
SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation. CoRR (2018)