Bishal Thapaliya

20 papers Misc 1Journal 11Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
SSFL: Discovering Sparse Unified Subnetworks at Initialization for Efficient Federated Learning.
Trans. Mach. Learn. Res.
Riyasat Ohib, Bishal Thapaliya, Gintare Karolina Dziugaite, Jingyu Liu, Vince D. Calhoun, Sergey M. Plis
2025 J jnl
Brain networks and intelligence: A graph neural network based approach to resting state fMRI data.
Medical Image Anal.
Bishal Thapaliya, Esra Akbas, Jiayu Chen, Ram Sapkota, Bhaskar Ray, Pranav Suresh, Vince D. Calhoun, Jingyu Liu
2025 J jnl
DSAM: A deep learning framework for analyzing temporal and spatial dynamics in brain networks.
Medical Image Anal.
Bishal Thapaliya, Robyn L. Miller, Jiayu Chen, Yu-Ping Wang, Esra Akbas, Ram Sapkota, Bhaskar Ray, Pranav Suresh, Santosh Ghimire, Vince D. Calhoun, Jingyu Liu
2025 J jnl
Multimodal Brain Growth Patterns: Insights from Canonical Correlation Analysis and Deep Canonical Correlation Analysis with Auto-Encoder.
Inf.
Ram Sapkota, Bishal Thapaliya, Bhaskar Ray, Pranav Suresh, Jingyu Liu
2025 — conf
SELF-Clustering Graph Transformer Approach to Model Resting State Functional Brain Activity.
ISBI
Bishal Thapaliya, Esra Akbas, Ram Sapkota, Bhaskar Ray, Vince D. Calhoun, Jingyu Liu
2025 J jnl
Self-Clustering Graph Transformer Approach to Model Resting-State Functional Brain Activity.
CoRR
Bishal Thapaliya, Esra Akbas, Ram Sapkota, Bhaskar Ray, Vince D. Calhoun, Jingyu Liu
2024 — conf
Brain community detection in the general children population.
EMBC
Britny Farahdel, Bishal Thapaliya, Pranav Suresh, Bhaskar Ray, Vince D. Calhoun, Jingyu Liu
2024 J jnl
DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks.
CoRR
Bishal Thapaliya, Robyn L. Miller, Jiayu Chen, Yu-Ping Wang, Esra Akbas, Ram Sapkota, Bhaskar Ray, Pranav Suresh, Santosh Ghimire, Vince D. Calhoun, Jingyu Liu
2024 J jnl
ECGN: A Cluster-Aware Approach to Graph Neural Networks for Imbalanced Classification.
CoRR
Bishal Thapaliya, Anh Nguyen, Yao Lu, Tian Xie, Igor Grudetskyi, Fudong Lin, Antonios Valkanas, Jingyu Liu, Deepayan Chakraborty, Bilel Fehri
2024 J jnl
Efficient federated learning for distributed neuroimaging data.
Frontiers Neuroinformatics
Bishal Thapaliya, Riyasat Ohib, Eloy Geenjaar, Jingyu Liu, Vince D. Calhoun, Sergey M. Plis
2024 — conf
Graph-based deep learning models in the prediction of early-stage Alzheimers.
EMBC
Bishal Thapaliya, Zundong Wu, Ram Sapkota, Bhaskar Ray, Pranav Suresh, Santosh Ghimire, Vince D. Calhoun, Jingyu Liu
2024 Misc conf
Multimodal Imaging Feature Extraction with Reference Canonical Correlation Analysis Underlying Intelligence.
ICASSP
Ram Sapkota, Bishal Thapaliya, Pranav Suresh, Bhaskar Ray, Vince D. Calhoun, Jingyu Liu
2024 — conf
Replication and Refinement of Brain Age Model for Adolescent Development.
ISBI
Bhaskar Ray, Jiayu Chen, Zening Fu, Pranav Suresh, Bishal Thapaliya, Britny Farahdel, Vince D. Calhoun, Jingyu Liu
2024 J jnl
Unmasking Efficiency: Learning Salient Sparse Models in Non-IID Federated Learning.
CoRR
Riyasat Ohib, Bishal Thapaliya, Gintare Karolina Dziugaite, Jingyu Liu, Vince D. Calhoun, Sergey M. Plis
2023 J jnl
Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data.
CoRR
Bishal Thapaliya, Esra Akbas, Jiayu Chen, Ram Sapkota, Bhaskar Ray, Pranav Suresh, Vince D. Calhoun, Jingyu Liu
2023 — conf
Decentralized Parallel Independent Component Analysis for Multimodal, Multisite Data.
EMBC
Chan Aek Panichvatana, Jiayu Chen, Bradley T. Baker, Bishal Thapaliya, Vince D. Calhoun, Jingyu Liu
2023 — conf
Effective Training Strategy for NN Models of Working Memory Classification with Limited Samples.
ISBI
Pranav Suresh, Bhaskar Ray, Bishal Thapaliya, Britny Farahdel, Behnam Kazemivash, Jiayu Chen, Kuaikuai Duan, Vince D. Calhoun, Jingyu Liu
2023 J jnl
SalientGrads: Sparse Models for Communication Efficient and Data Aware Distributed Federated Training.
CoRR
Riyasat Ohib, Bishal Thapaliya, Pratyush Gaggenapalli, Jingyu Liu, Vince D. Calhoun, Sergey M. Plis
2021 — conf
Confirmatory Factor Analysis on Mental Health Status using ABCD Cohort.
BIBM
Britny Farahdel, Bishal Thapaliya, Pranav Suresh, Bhaskar Ray, Vince D. Calhoun, Jingyu Liu
2021 — conf
Environmental and genome-wide association study on children anxiety and depression.
BIBM
Bishal Thapaliya, Vince D. Calhoun, Jingyu Liu