Yingdong Lu

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 30

Top Topics

Asymptotic Optimality

Reinforcement Learning

Top Venues

SIGMETRICS Perform. Evaluation Rev.

Math. Oper. Res.

Publications

Soumyadip Ghosh, Lior Horesh, Vassilis Kalantzis, Yingdong Lu, Tomasz Nowicki
Regenerative Ulam-von Neumann Algorithm: An Innovative Markov chain Monte Carlo Method for Matrix Inversion. CoRR (2024)
Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki
On Convergence of the Alternating Directions SGHMC Algorithm. CoRR (2024)
Yingdong Lu, Mark S. Squillante, Chai Wah Wu
On the control of density-dependent stochastic population processes with time-varying behavior. Autom. 153 (2023)
Yingdong Lu, Mark S. Squillante, Chai Wah Wu
Markov Decision Process Framework for Control-Based Reinforcement Learning. SIGMETRICS Perform. Evaluation Rev. 51 (2) (2023)
Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki, Edith Zhang
On Representations of Mean-Field Variational Inference. CoRR (2022)
Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki
On L2 convergence of the Hamiltonian Monte Carlo. Appl. Math. Lett. 127 (2022)
Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk
On Heavy-Traffic Optimal Scaling of c-Weighted MaxWeight Scheduling in Input-Queued Switches. IEEE Trans. Autom. Control. 67 (8) (2022)
Yingdong Lu, Duqu Wei
Chaos Prediction of Power Systems by Using Deep Learning. ICMLC (2022)
Soumyadip Ghosh, Yingdong Lu, Tomasz J. Nowicki
Polynomial convergence of iterations of certain random operators in Hilbert space. CoRR (2022)
Yingdong Lu
Performance Analysis of A Queueing System with Server Arrival and Departure. SIGMETRICS Perform. Evaluation Rev. 49 (2) (2022)
Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki
. CoRR (2021)
Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki
HMC, an Algorithms in Data Mining, the Functional Analysis approach. CoRR (2021)
Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki
Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions. CoRR (2021)
Yingdong Lu, Mark S. Squillante, Tonghoon Suk
Optimal Delay-Cost Scheduling Control in Fluid Models of General nxn Input-Queued Switches. SIGMETRICS Perform. Evaluation Rev. 48 (2) (2020)
Huiyuan Yu, Maggie X. Cheng, Yingdong Lu
A Randomized Algorithm for Sparse Recovery. ICPR (2020)
Yingdong Lu, Mark S. Squillante, Tonghoon Suk
Optimal Control in Fluid Models of nxn Input-Queued Switches under Linear Fluid-Flow Costs. SIGMETRICS Perform. Evaluation Rev. 48 (3) (2020)
Yingdong Lu, Mark S. Squillante, Chai Wah Wu
A Control-Model-Based Approach for Reinforcement Learning. CoRR (2019)
Kyomin Jung, Yingdong Lu, Devavrat Shah, Mayank Sharma, Mark S. Squillante
Revisiting Stochastic Loss Networks: Structures and Approximations. Math. Oper. Res. 44 (3) (2019)
Yingdong Lu
A Stochastic Knapsack Game: Revenue Management in Competitions. CoRR (2019)
Yingdong Lu, Mark S. Squillante, Chai Wah Wu
A Family of Robust Stochastic Operators for Reinforcement Learning. NeurIPS (2019)
Yingdong Lu, Mark S. Squillante, Chai Wah Wu
A General Family of Robust Stochastic Operators for Reinforcement Learning. CoRR (2018)
Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk
Optimal Dynamic Control for Input-Queued Switches in Heavy Traffic. ACC (2018)
Yingdong Lu, Mark S. Squillante, Chai Wah Wu
Control of Time-Varying Epidemic-Like Stochastic Processes and Their Mean-Field Limits. ACC (2018)
Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk, X. Wu
Optimal Energy Procurement for Geo-distributed Data Centers in Multi-timescale Electricity Markets. SIGMETRICS Perform. Evaluation Rev. 45 (3) (2017)
Yingdong Lu, Mark S. Squillante, Chai Wah Wu
Epidemic-Like Stochastic Processes with Time-Varying Behavior: Structural Properties and Asymptotic Limits. SIGMETRICS Perform. Evaluation Rev. 45 (3) (2017)
Yingdong Lu, Mark S. Squillante, Chai Wah Wu
Nearly Completely Decomposable Epidemic-Like Stochastic Processes with Time-Varying Behavior. SIGMETRICS Perform. Evaluation Rev. 45 (2) (2017)
Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Chai Wah Wu
On optimal portfolios of dynamic resource allocations. ACC (2017)
Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk
Delay-Optimal Scheduling for Some Input-Queued Switches. SIGMETRICS Perform. Evaluation Rev. 44 (2) (2016)
Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Chai Wah Wu
Risk-Based Dynamic Allocation of Computing Resources. SIGMETRICS Perform. Evaluation Rev. 44 (2) (2016)
David A. Goldberg, Dmitriy A. Katz-Rogozhnikov, Yingdong Lu, Mayank Sharma, Mark S. Squillante
Asymptotic Optimality of Constant-Order Policies for Lost Sales Inventory Models with Large Lead Times. Math. Oper. Res. 41 (3) (2016)
Yingdong Lu, Mark S. Squillante, Chai Wah Wu, Bo Zhang
On the Control of Epidemic-Like Stochastic Processes with Time-Varying Behavior? SIGMETRICS Perform. Evaluation Rev. 43 (2) (2015)
David A. Goldberg, Dimitriy A. Katz, Yingdong Lu, Mayank Sharma, Mark S. Squillante
Asymptotic optimality of constant capacity allocation policies for dynamic resource planning. SIGMETRICS Perform. Evaluation Rev. 42 (2) (2014)
Yingdong Lu, Mayank Sharma, Mark S. Squillante
Workforce management: Risk-based financial planning and capacity provisioning. IBM J. Res. Dev. 58 (4) (2014)
Yingdong Lu, Mark S. Squillante, David D. Yao
Asymptotics of a class of resource planning problems. SIGMETRICS Perform. Evaluation Rev. 41 (3) (2013)
X. Gao, Yingdong Lu, Mayank Sharma, Mark S. Squillante, J. W. Bosman
Stochastic optimal control for a general class of dynamic resource allocation problems. SIGMETRICS Perform. Evaluation Rev. 41 (2) (2013)
X. Gao, Yingdong Lu, Mayank Sharma, Mark S. Squillante, J. W. Bosman
Rewards, costs and flexibility in dynamic resource allocation: a stochastic optimal control approach. SIGMETRICS Perform. Evaluation Rev. 41 (3) (2013)
Moritz Baier, Jorge E. Carballo, Alice J. Chang, Yingdong Lu, Aleksandra Mojsilovic, M. Jonathan Richard, Moninder Singh, Mark S. Squillante, Kush R. Varshney
Sales-force performance analytics and optimization. IBM J. Res. Dev. 56 (6) (2012)
Yue Tan, Yingdong Lu, Cathy H. Xia
Provisioning for large scale cloud computing services. SIGMETRICS (2012)
Yue Tan, Yingdong Lu, Cathy H. Xia
Provisioning for large scale loss network systems with applications in cloud computing. SIGMETRICS Perform. Evaluation Rev. 40 (3) (2012)
Heng Cao, Jianying Hu, Chen Jiang, Tarun Kumar, Ta-Hsin Li, Yang Liu, Yingdong Lu, Shilpa Mahatma, Aleksandra Mojsilovic, Mayank Sharma, Mark S. Squillante, Yichong Yu
OnTheMark: Integrated Stochastic Resource Planning of Human Capital Supply Chains. Interfaces 41 (5) (2011)
Jianying Hu, Yingdong Lu, Aleksandra Mojsilovic, Mayank Sharma, Mark S. Squillante
Performance management of IT services delivery. SIGMETRICS Perform. Evaluation Rev. 37 (4) (2010)
Yingdong Lu, Mark S. Squillante
On approximations for multiple multidimensional stochastic knapsacks. SIGMETRICS Perform. Evaluation Rev. 38 (2) (2010)
Yingdong Lu, Jing-Sheng Song, Yao Zhao
No-Holdback Allocation Rules for Continuous-Time Assemble-to-Order Systems. Oper. Res. 58 (3) (2010)
Jonatha Anselmi, Yingdong Lu, Mayank Sharma, Mark S. Squillante
Improved Approximations for Stochastic Loss Networks. SIGMETRICS Perform. Evaluation Rev. 37 (2) (2009)
Jonatha Anselmi, Yingdong Lu, Mayank Sharma, Mark S. Squillante
Improved approximations for the Erlang loss model. Queueing Syst. Theory Appl. 63 (1-4) (2009)
Kyomin Jung, Yingdong Lu, Devavrat Shah, Mayank Sharma, Mark S. Squillante
Revisiting stochastic loss networks: structures and algorithms. SIGMETRICS (2008)
Grace Y. Lin, Yingdong Lu, David D. Yao
The Stochastic Knapsack Revisited: Switch-Over Policies and Dynamic Pricing. Oper. Res. 56 (4) (2008)
Yingdong Lu
Performance analysis for assemble-to-order systems with general renewal arrivals and random batch demands. Eur. J. Oper. Res. 185 (2) (2008)
Yingdong Lu, Ana Radovanovic, Mark S. Squillante
Optimal capacity planning in stochastic loss networks. SIGMETRICS Perform. Evaluation Rev. 35 (2) (2007)
Sandeep Bhadra, Yingdong Lu, Mark S. Squillante
Optimal capacity planning in stochastic loss networks with time-varying workloads. SIGMETRICS (2007)
Yingdong Lu, Mark S. Squillante
Dynamic scheduling to optimize utility functions of sojourn time moments in queueing systems. SIGMETRICS Perform. Evaluation Rev. 33 (2) (2005)
Yingdong Lu
Solving a dynamic resource allocation problem through continuous optimization. IEEE Trans. Autom. Control. 50 (6) (2005)
Yingdong Lu, Jing-Sheng Song
Order-Based Cost Optimization in Assemble-to-Order Systems. Oper. Res. 53 (1) (2005)
Xin Guo, Yingdong Lu, Mark S. Squillante
Optimal probabilistic routing in distributed parallel queues. SIGMETRICS Perform. Evaluation Rev. 32 (2) (2004)
Yingdong Lu, Jing-Sheng Song, David D. Yao
Order Fill Rate, Leadtime Variability, and Advance Demand Information in an Assemble-to-Order System. Oper. Res. 51 (2) (2003)
Yingdong Lu, David D. Yao
Optimal control of a fluid network with side constraints. IEEE Trans. Autom. Control. 48 (10) (2003)
Martin Bichler, Jayant Kalagnanam, Kaan Katircioglu, Alan J. King, Richard D. Lawrence, Ho Soo Lee, Grace Y. Lin, Yingdong Lu
Applications of flexible pricing in business-to-business electronic commerce. IBM Syst. J. 41 (2) (2002)
Yingdong Lu, Jing-Sheng Song, Weian Zheng
Performance analysis of assemble-to-order systems through strong approximations. SIGMETRICS Perform. Evaluation Rev. 29 (3) (2001)