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Author

Shikai Fang

Observed name: Fang, Shikai
Institution: Zhejiang University
ORCID: 0009-0006-4527-5878
Observed ORCID: 0009-0006-4527-5878
OpenAlex ID: A5036818938
Bayesian Streaming Sparse Tucker Decomposition
2021 · Shikai Fang, Robert C. Kirby, et al. · Uncertainty in Artificial Intelligence · 14
Multi-Omic Integration of Blood-Based Tumor-Associated Genomic and Lipidomic Profiles Using Machine Learning Models in Metastatic Prostate Cancer
2023 · Shikai Fang, Shandian Zhe, et al. · JCO Clinical Cancer Informatics · 10
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Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting
2025 · Yingtao Luo, Shikai Fang, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 9
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Probabilistic Neural-Kernel Tensor Decomposition
2020 · Conor Tillinghast, Shikai Fang, et al. · Proceedings · 7
Hybrid data- and model-driven three-dimensional ocean sound speed field super-resolution: Diffusion model meets low-rank tensor
2025 · Yifan Sun, Siyuan Li, et al. · The Journal of the Acoustical Society of America · 6
When Bayesian Tensor Completion Meets Multioutput Gaussian Processes: Functional Universality and Rank Learning
2025 · Siyuan Li, Shikai Fang, et al. · IEEE Transactions on Signal Processing · 6
Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes
2023 · Zheng Wang, Shikai Fang, et al. · neural information processing systems · 5
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BayOTIDE: Bayesian Online Multivariate Time series Imputation with functional decomposition
2023 · Fang, Shikai, Wen, Qingsong, et al. · arXiv (Cornell University) · 3
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Streaming Factor Trajectory Learning for Temporal Tensor Decomposition
2023 · Shikai Fang, Xin Yu, et al. · neural information processing systems · 3
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Generating Full-field Evolution of Physical Dynamics from Irregular Sparse Observations
2025 · Panqi Chen, Yifan Sun, et al. · neural information processing systems · 2
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Online Bayesian Sparse Learning with Spike and Slab Priors
2020 · Shikai Fang, Shandian Zhe, et al. · Proceedings · 2
Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search
2026 · Yifei Zhang, Xu Yang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 1
Solving High Frequency and Multi-Scale PDEs with Gaussian Processes
2023 · Fang, Shikai, Cooley, Madison, et al. · arXiv (Cornell University) · 1
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Streaming Probabilistic Deep Tensor Factorization
2020 · Fang, Shikai, Wang, Zheng, et al. · arXiv (Cornell University) · 1
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Clean: Second-order LLM Training at Linear Memory Cost via Nystr{ö}m Sketching
2026 · Rakhshan, Beheshteh T., Rajabi, Sahar, et al. · arXiv (Cornell University)
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Irregular Multivariate Time Series Modeling via Latent Graph-Guided Gaussian Process Priors
2026 · Siyuan Li, Shikai Fang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing
Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search
2026 · Zhang, Yifei, Yang, Xu, et al. · arXiv (Cornell University)
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When Bayesian Tensor Completion Meets Multioutput Gaussian Processes: Functional Universality and Rank Learning
2025 · Li, Siyuan, Fang, Shikai, et al. · arXiv (Cornell University)
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Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data
2023 · Fang, Shikai, Yu, Xin, et al. · arXiv (Cornell University)
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Works count: 19
Citation count: 70
H-index: 6
I10-index: 2
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