Yingdong Lu

Title

Research Staff Member

Yingdong Lu

Bio

I am a researcher in Mathematical Sciences. My reseach interests are in the areas of analysis and probability.

I studied mathmatics and operations research at Peking University in Beijing and Columbia University in the city of New York.

Curriculum Vitae

Publications

SPRIG: Stackelberg Perception-Reinforcement Learning with Internal Game Dynamics
- - Fernando Martinez
  - Juntao Chen
  - et al.
- 2025
- AAAI 2025
Federated Learning for Discrete Optimal Transport with Large Population under Incomplete Information
- - Juntao Chen
  - Yingdong Lu
- 2024
- ISMP 2024
On Representations of Mean-Field Variational Inference
- - Soumyadip Ghosh
  - Yingdong Lu
  - et al.
- 2023
- NeurIPS 2023
General Markov Decision Process Framework for Directly Learning Optimal Control Policies
- - Yingdong Lu
  - Mark Squillante
  - et al.
- 2023
- SIAM CT 2023
Markov Decision Process Framework for Control-Based Reinforcement Learning
- - Yingdong Lu
  - Mark Squillante
  - et al.
- 2023
- SIGMETRICS 2023
On A Stein Method Based Approximation for A Two-Dimensional Markov Chain
- - Yingdong Lu
- 2023
- Appl. Math.
Optimal Control in Fluid Models of Stochastic Networks with Constraints
- - Yingdong Lu
  - Mark Squillante
  - et al.
- 2020
- INFORMS 2020
A General Family of Robust Stochastic Operators for Reinforcement Learning
- - Yingdong Lu
  - Mark Squillante
  - et al.
- 2019
- arXiv
Heuristic policies for stochastic knapsack problem with time-varying random demand
- - Yingdong Lu
- 2018
- Appl Stochastic Models Bus Indus
Bounded-Velocity Stochastic Control for Dynamic Resource Allocation
- - Xuefeng Gao
  - Yingdong Lu
  - et al.
- 2018
- arXiv

Patents

- 14 Nov 2022
- US
- 11500340
Performance Evaluation Based On Resource Dynamics
- 04 Jun 2013
- US
- 8458075
Method And Apparatus For Commodity Sourcing Management
- 21 Nov 2006
- US
- 7139733
Method And Structure For Bid Winning Probability Estimation And Pricing Model

Top collaborators

MS

Mark S. Squillante

Mark S. Squillante

Distinguished Research Staff Member and Manager, Foundations of Probability and Dynamics, Math Sciences

CW

Chai Wah Wu

Chai Wah Wu

Principal Research Staff Member