Sikan Li

According to our database, Sikan Li authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

MLPs and KANs for data-driven learning in physical problems: A performance comparison.

Raghav Pant, Sikan Li, Xingjian Li, Hassan Iqbal, Krishna Kumar

CoRR, April, 2025

Scalable Deep Learning for Greenland Ice Bed Topography Prediction.

Homayra Alam, Bayu Adhi Tama, Sikan Li, Mostafa Cham, Omar Faruque, Jianwu Wang

Proceedings of the IEEE International Conference on Big Data, 2025

2023

MKOR: Momentum-Enabled Kronecker-Factor-Based Optimizer Using Rank-1 Updates.

Mohammad Mozaffari, Sikan Li, Zhao Zhang, Maryam Mehri Dehnavi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Evaluating Machine Learning and Statistical Models for Greenland Subglacial Bed Topography.

Katherine Yi, Angelina Dewar, Tartela Tabassum, Jason Lu, Ray Chen, Homayra Alam, Omar Faruque, Sikan Li, Mathieu Morlighem, Jianwu Wang

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

Hardware-aware 3D Model Workload Selection and Characterization for Graphics and ML Applications.

Ruihao Li, Aman Arora, Sikan Li, Qinzhe Wu, Lizy K. John

Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022