Tianyu Dai

20 papers Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning Nonlinear Systems In-Context: From Synthetic Data to Real-World Motor Control.
CoRR
Tong Jian, Tianyu Dai, Tao Yu
2025 J jnl
Enhancing deep image prior with roughly clean pairs and spatially random sampling.
Signal Image Video Process.
Shaoping Xu, Minghai Xiong, Changfei Zhou, Wuyong Tao, Tianyu Dai
2025 — conf
Integrating CT-SDM with Multiple Machine Learning Models for Accurate Epilepsy and Sleep Stage Classification.
ISAIMS
Anqi Leng, Tianyu Dai, Jiagang Hou
2025 J jnl
Robust Data-Driven Control of Discrete-Time Linear Systems With Errors in Variables.
IEEE Trans. Autom. Control.
Jared Miller, Tianyu Dai, Mario Sznaier
2024 J jnl
Data-Driven Superstabilizing Control Under Quadratically-Bounded Errors-in-Variables Noise.
IEEE Control. Syst. Lett.
Jared Miller, Tianyu Dai, Mario Sznaier
2024 J jnl
Data-Driven Superstabilizing Control under Quadratically-Bounded Errors-in-Variables Noise.
CoRR
Jared Miller, Tianyu Dai, Mario Sznaier
2024 J jnl
Deep Learning of Dynamic Systems using System Identification Toolbox(TM).
CoRR
Tianyu Dai, Khaled Aljanaideh, Rong Chen, Rajiv Singh, Alec Stothert, Lennart Ljung
2023 — conf
Data-Driven Control of Positive Linear Systems using Linear Programming.
CDC
Jared Miller, Tianyu Dai, Mario Sznaier, Bahram Shafai
2023 J jnl
Data-Driven Control of Positive Linear Systems using Linear Programming.
CoRR
Jared Miller, Tianyu Dai, Mario Sznaier, Bahram Shafai
2023 J jnl
Data-driven quadratic stabilization and LQR control of LTI systems.
Autom.
Tianyu Dai, Mario Sznaier
2023 J jnl
Robust Data-Driven Safe Control Using Density Functions.
IEEE Control. Syst. Lett.
Jian Zheng, Tianyu Dai, Jared Miller, Mario Sznaier
2023 J jnl
Robust Data-Driven Safe Control using Density Functions.
CoRR
Jian Zheng, Tianyu Dai, Jared Miller, Mario Sznaier
2022 J jnl
A convex optimization approach to synthesizing state feedback data-driven controllers for switched linear systems.
Autom.
Tianyu Dai, Mario Sznaier
2022 J jnl
Data-Driven Stabilizing and Robust Control of Discrete-Time Linear Systems with Error in Variables.
CoRR
Jared Miller, Tianyu Dai, Mario Sznaier
2022 — conf
Data-Driven Superstabilizing Control of Error-in-Variables Discrete-Time Linear Systems.
CDC
Jared Miller, Tianyu Dai, Mario Sznaier
2022 J jnl
Superstabilizing Control of Discrete-Time ARX Models under Error in Variables.
CoRR
Jared Miller, Tianyu Dai, Mario Sznaier
2021 J jnl
A Semi-Algebraic Optimization Approach to Data-Driven Control of Continuous-Time Nonlinear Systems.
IEEE Control. Syst. Lett.
Tianyu Dai, Mario Sznaier
2021 — conf
Nonlinear Data-Driven Control via State-Dependent Representations.
CDC
Tianyu Dai, Mario Sznaier
2019 — conf
Worst-Case Optimal Data-Driven Estimators for Switched Discrete-Time Linear Systems.
CDC
Tianyu Dai, Mario Sznaier
2018 — conf
A Moments Based Approach to Designing MIMO Data Driven Controllers for Switched Systems.
CDC
Tianyu Dai, Mario Sznaier