Constrained data-driven RMPC with guaranteed stability. - Lingyi Yang; Jianbo Lu; Yunwen Xu; Dewei Li 001; Yugeng Xi 001 (ASCC, 2019)

Power information integrated display system based on interconnection technology. - Xiazhe Tu; Chao Xun; Xiangyu Wu; Jinbo Li; Lingyi Yang (MSN, 2021)

Neural Controlled Differential Equations for Online Prediction Tasks. - James Morrill; Patrick Kidger; Lingyi Yang; Terry J. Lyons (CoRR, 2021)

On the Choice of Interpolation Scheme for Neural CDEs. - James Morrill; Patrick Kidger; Lingyi Yang; Terry J. Lyons (Trans. Mach. Learn. Res., 2022)

A Robust CycleGAN-L2 Defense Method for Speaker Recognition System. - Lingyi Yang; Yang Xu 021; Sicong Zhang; Xinyu Zhang (IEEE Access, 2023)

Input-mapping based data-driven model predictive control for unknown linear systems with bounded disturbances. - Lingyi Yang; Aoyun Ma; Dewei Li 001; Yugeng Xi 001 (Autom., 2023)

Is ChatGPT Involved in Texts? Measure the Polish Ratio to Detect ChatGPT-Generated Text. - Lingyi Yang; Feng Jiang 007; Haizhou Li 001 (CoRR, 2023)

Q-Learning as a montone scheme. - Lingyi Yang (Tiny Papers @ ICLR, 2024)

Neural Controlled Differential Equations with Quantum Hidden Evolutions. - Lingyi Yang; Zhen Shao (Tiny Papers @ ICLR, 2024)

Tailored Domain-Specific Summaries: A Two-Stage Method Combining Extractive and Abstractive Summarization Models. - Feng Jiang 007; Lingyi Yang; Yu Lu; Haizhou Li 001 (ICONIP (9), 2024)

Q-learning as a monotone scheme. - Lingyi Yang (CoRR, 2024)

Improving In-Context Learning with Small Language Model Ensembles. - M. Mehdi Mojarradi; Lingyi Yang; Robert McCraith; Adam Mahdi (CoRR, 2024)

A model developed by machine learning and principal component analysis for predicting bronchiolitis obliterans syndrome after allogeneic HSCT in a Chinese population with hematologic malignancies. - Jia Chen; Lingyi Yang; Chao Liu; Lian Bai; Xiaoli Li; Jun Chen; Yanming Zhang; Yang Xu; Yi Fan; Yuqing Tu; Mimi Xu; Lingfeng Li; et al. (Comput. Biol. Medicine, 2025)

LINGOLY-TOO: Disentangling Memorisation from Reasoning with Linguistic Templatisation and Orthographic Obfuscation. - Jude Khouja; Karolina Korgul; Simi Hellsten; Lingyi Yang; Vlad Neacsu; Harry Mayne; Ryan Kearns; Andrew M. Bean; Adam Mahdi (CoRR, 2025)

Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models. - Benjamin Walker 001; Lingyi Yang; Nicola Muca Cirone; Cristopher Salvi; Terry J. Lyons (CoRR, 2025)