Low-Rank Principal Eigenmatrix Analysis. - Krishna Balasubramanian; Elynn Y. Chen; Jianqing Fan; Xiang Wu (CoRR, 2019)

On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification. - Tianyi Lin; Zeyu Zheng; Elynn Y. Chen; Marco Cuturi; Michael I. Jordan (AISTATS, 2021)

Reinforcement Learning with Heterogeneous Data: Estimation and Inference. - Elynn Y. Chen; Rui Song 006; Michael I. Jordan (CoRR, 2022)

Transferred Q-learning. - Elynn Y. Chen; Michael I. Jordan; Sai Li (CoRR, 2022)

MEV Makes Everyone Happy under Greedy Sequencing Rule. - Yuhao Li 002; Mengqian Zhang; Jichen Li; Elynn Y. Chen; Xi Chen 010; Xiaotie Deng (DeFi@CCS, 2023)

Tensor-view Topological Graph Neural Network. - Tao Wen 007; Elynn Y. Chen; Yuzhou Chen (AISTATS, 2024)

Data-Driven Knowledge Transfer in Batch Q* Learning. - Elynn Y. Chen; Xi Chen; Wenbo Jing (CoRR, 2024)

High-Dimensional Tensor Discriminant Analysis with Incomplete Tensors. - Elynn Y. Chen; Yuefeng Han; Jiayu Li (CoRR, 2024)

Conditional Uncertainty Quantification for Tensorized Topological Neural Networks. - Yujia Wu; Bo Yang; Yang Zhao; Elynn Y. Chen; Yuzhou Chen; Zheshi Zheng (CoRR, 2024)

TEAFormers: TEnsor-Augmented Transformers for Multi-Dimensional Time Series Forecasting. - Linghang Kong; Elynn Y. Chen; Yuzhou Chen; Yuefeng Han (CoRR, 2024)

Conditional Prediction ROC Bands for Graph Classification. - Yujia Wu; Bo Yang; Elynn Y. Chen; Yuzhou Chen; Zheshi Zheng (AISTATS, 2025)

Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation. - Tao Wen 007; Elynn Y. Chen; Yuzhou Chen; Qi Lei (CPAL, 2025)

Tensor-Fused Multi-view Graph Contrastive Learning. - Yujia Wu; Junyi Mo; Elynn Y. Chen; Yuzhou Chen (PAKDD (7), 2025)

Maximal Extractable Value in Batch Auctions. - Mengqian Zhang; Yuhao Li 002; Xinyuan Sun; Elynn Y. Chen; Xi Chen 010 (EC, 2025)

Deep Transfer Q-Learning for Offline Non-Stationary Reinforcement Learning. - Jinhang Chai; Elynn Y. Chen; Jianqing Fan (CoRR, 2025)

Stochastic Linear Bandits with Latent Heterogeneity. - Elynn Y. Chen; Xi Chen; Wenbo Jing; Xiao Liu (CoRR, 2025)

Transition Transfer Q-Learning for Composite Markov Decision Processes. - Jinhang Chai; Elynn Y. Chen; Lin Yang (CoRR, 2025)