Publications
Journal
TAP: The attention patch for cross-modal knowledge transfer from unlabeled data
Yinsong Wang , Yu Ding, Shahin Shahrampour
"Transactions on Machine Learning Research," 2024.
TAKDE: Temporal adaptive kernel density estimator for real-time dynamic density estimation
Yinsong Wang , Yu Ding, Shahin Shahrampour
"IEEE Transactions on Pattern Analysis and Machine Intelligence," vol. 45, no. 11, pp. 13831-13843, 2023.
Learning from non-iid data in Hilbert spaces: An optimal recovery perspective
Yinsong Wang (alphabetical order)
"Sampling Theory, Signal Processing, and Data Analysis," vol. 20, no. 1, p. 5, 2022.
ORCCA: Optimal randomized canonical correlation analysis
Yinsong Wang , Shahin Shahrampour
"IEEE Transactions on Neural Networks and Learning Systems," vol. 34, no. 8, pp. 5024-5036, 2021.
Classification of officers’ driving situations based on eye-tracking and driver performance measures
Yinsong Wang , Shahin Shahrampour
"IEEE Transactions on Human-Machine Systems," vol. 51, no. 4, pp. 394-402, 2021.
Conference
Estimating traffic density using transformer decoders
Yinsong Wang , Jing Zhang, Daniel Nikovski, Takuro Kojima
"The 4th International Workshop on Statistical Methods and Artificial Intelligence," Leuven, Belgium, Mar 2024, pp. 1027-1032.
Tracking dynamic Gaussian density with a theoretically optimal sliding window approach
Yinsong Wang , Yu Ding, Shahin Shahrampour
"The 4th International Conference on Dynamic Data Driven Applications Systems," Cambridge, USA, Oct 2022, pp. 275-282.
Cell association via boundary detection: A scalable approach based on data-driven random features
Yinsong Wang , Hessam Mahdavifar, Kamran Entesari, Shahin Shahrampour
"The 54th Asilomar Conference on Signals, Systems, and Computers," Virtual, Oct 2020, pp. 1027-1032.
Distributed parameter estimation in randomized one-hidden-layer neural networks
Yinsong Wang , Shahin Shahrampour
"The 2020 American Control Conference," Virtual, Jul 2020., pp. 737-742.
Under Review
Working Papers