Publications
Some papers list authors in alphabetical order. The lead contributor(s) are indicated by ^
2025
- Wenqi Zhu^, Coralia Cartis (2025). Cubic-quartic regularization models for solving polynomial subproblems in third-order tensor methods. Mathematical Programming.
- Kechen Li, Wenqi Zhu, Coralia Cartis, Tianbo Ji and Shiwei Liu (2025). SoS1: O1 and R1-Like Reasoning LLMs are Sum-of-Square Solvers. Under Review.
- Chenwei Wang, Renjie Xu, Yulin Huang, Jifang Pei, Chuan Huang, Wenqi Zhu, Jianyu Yan (2025). Limited-Data SAR ATR Causal Method via Dual-Invariance Intervention. IEEE Transactions on Geoscience and Remote Sensing.
- Haibin Chen, Wenqi Zhu, Coralia Cartis (2025). Tensor-based Dinkelbach Method for Computing Generalized Tensor Eigenvalues and its Applications. Under Review.
2024
- Coralia Cartis, Raphael Hauser, Yang Liu^, Karl Welzel^, Wenqi Zhu (2024). Efficient Implementation of Third-order Tensor Methods with Adaptive Regularization for Unconstrained Optimization. Under Review.
- Wenqi Zhu^, Coralia Cartis (2024). Global convergence of high-order regularization methods with sums-of-squares Taylor models. Under Review.
- Congzheng Liu^, Wenqi Zhu^ (2024). Newsvendor conditional value-at-risk minimisation: A feature-based approach under adaptive data selection. EJOR.
2023
- Coralia Cartis, Wenqi Zhu^ (2023). Second-order methods for quartic cubic polynomials, with applications to high-order tensor methods. Under Review.
- Wenqi Zhu^, Yuji Nakatsukasa (2023). Convergence and near-optimal sampling in multivariate irregular domains via Vandermonde with Arnoldi. Under Review.
2022
- Wenqi Zhu^, Coralia Cartis (2022). Quartic polynomial sub-problem solutions in tensor methods for nonconvex optimization. NeurIPS Workshop **Spotlight**.