李赛

2026

大模型的系统与统计视角：从函数逼近到人机协同控制

《计算》

2025

Transfer Q-learning for finite-horizon Markov decision processes

Electronic Journal of Statistics

DOI

2023

DQN-based decentralized multi-agent JSAP resource allocation for UAV swarm communication

Journal Of Systems Engineering And Electronics，Vol. 340, No. 20

DOI

2022

Improving Out-of-Distribution Robustness via Selective Augmentation

International Conference on Machine Learning

2021

Remaining useful life estimation of Lithium-ion battery based on interacting multiple model particle filter and support vector regression

Reliability Engineering & System Safety，Vol. 210

DOI

2026

Efficient machine unlearning with minimax optimality

arXiv preprint

2026

Context-Constrained Transfer Learning for Tabular Foundation Models via Data Distillation

arXiv preprint

2026

Routing-Aware Expert Calibration for Machine Unlearning in Mixture-of-Experts Language Models

arXiv preprint

2026

Personalizing black-box models for nonparametric regression with minimax optimality

arXiv preprint

2024

FAIRM: Learning invariant representations for algorithmic fairness and domain generalization with minimax optimality

arXiv preprint

2023

Multi-dimensional domain generalization with low-rank structures

arXiv preprint

2023

Differentially Private Estimation and Inference in High-Dimensional Regression with FDR Control

arXiv preprint

2022

Transfer Q-learning

arXiv preprint

2021

Targeting Underrepresented Populations in Precision Medicine: A Federated Transfer Learning Approach

arXiv preprint