Subina Khanal

Emailsubinakcs.aaudk

Selma Lagerløfs Vej 300
9220 Aalborg Øst
Denmark

Research activity per year

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1 Similar Profiles

3 Article in proceeding
2 Journal article
1 Paper without publisher/journal
1 Poster

Addressing Data Scarcity and Distribution Shifts in Communication Networks Using Pre-trained Transformers and Transfer Learning
Khanal, S., Tirupathi, S., Dzaferagic, M. & Pedersen, T. B., 2025.
Research output: Contribution to conference without publisher/journal › Poster › Research › peer-review
74 Downloads (Pure)
Energy-Efficient Short-Term Load Forecasting for Responsive Demand-Side Analytics for the European Electricity Market
Moesmann, M., Khanal, S. & Pedersen, T. B., 16 Jun 2025, E-Energy '25: Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems. Association for Computing Machinery (ACM), p. 177-190 14 p.
Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access
File
5 Downloads (Pure)
Domain Adaptation for Time series Transformers using One-step fine-tuning
Khanal, S., Tirupathi, S., Zizzo, G., Rawat, A. & Pedersen, T. B., 12 Jan 2024. 11 p.
Research output: Contribution to conference without publisher/journal › Paper without publisher/journal › Research › peer-review

Open Access
File

55 Downloads (Pure)
FDA-HeatFlex: Scalable Privacy-Preserving Temperature and Flexibility Prediction for Heat Pumps using Federated Domain Adaptation
Khanal, S., Ho, N. & Pedersen, T. B., 20 Jun 2023, e-Energy 2023 - Proceedings of the 2023 14th ACM International Conference on Future Energy Systems. Association for Computing Machinery (ACM), p. 172-183 12 p.
Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access
File
4 Citations (Scopus)

65 Downloads (Pure)
Route-Based Proactive Content Caching Using Self-Attention in Hierarchical Federated Learning
Khanal, S., Thar, K. & Huh, E. N., 2022, In: IEEE Access. 10, p. 29514-29527 14 p.
Research output: Contribution to journal › Journal article › Research › peer-review

Open Access
16 Citations (Scopus)

Subina Khanal

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Collaborations from the last five years

Dive into details

Addressing Data Scarcity and Distribution Shifts in Communication Networks Using Pre-trained Transformers and Transfer Learning

Energy-Efficient Short-Term Load Forecasting for Responsive Demand-Side Analytics for the European Electricity Market

Domain Adaptation for Time series Transformers using One-step fine-tuning

FDA-HeatFlex: Scalable Privacy-Preserving Temperature and Flexibility Prediction for Heat Pumps using Federated Domain Adaptation

Route-Based Proactive Content Caching Using Self-Attention in Hierarchical Federated Learning

Subina Khanal

Fingerprint

Collaborations from the last five years

Research output

Addressing Data Scarcity and Distribution Shifts in Communication Networks Using Pre-trained Transformers and Transfer Learning

Energy-Efficient Short-Term Load Forecasting for Responsive Demand-Side Analytics for the European Electricity Market

Domain Adaptation for Time series Transformers using One-step fine-tuning

FDA-HeatFlex: Scalable Privacy-Preserving Temperature and Flexibility Prediction for Heat Pumps using Federated Domain Adaptation

Route-Based Proactive Content Caching Using Self-Attention in Hierarchical Federated Learning