David D. Yao

Publication Activity (10 Years)

Years Active: 1984-2024
Publications (10 Years): 18

Top Topics

State And Action Spaces

Infinite Horizon

Production Planning

Reinforcement Learning

Top Venues

Math. Oper. Res.

SIGMETRICS Perform. Evaluation Rev.

Publications

Haoxian Chen, Hanyang Zhao, Henry Lam, David D. Yao, Wenpin Tang
Mallows-DPO: Fine-Tune Your LLM with Preference Dispersions. CoRR (2024)
Wenpin Tang, David D. Yao
Transaction fee mechanism for Proof-of-Stake protocol. CoRR (2023)
Hanyang Zhao, Wenpin Tang, David D. Yao
Policy Optimization for Continuous Reinforcement Learning. CoRR (2023)
Liao Wang, David D. Yao
Production Planning with Risk Hedging Under a Conditional Value at Risk Objective. Oper. Res. 71 (4) (2023)
Hanyang Zhao, Wenpin Tang, David D. Yao
Policy Optimization for Continuous Reinforcement Learning. NeurIPS (2023)
Li Xiao, Susan H. Xu, David D. Yao, Hanqin Zhang
Optimal staffing for ticket queues. Queueing Syst. Theory Appl. 102 (1-2) (2022)
Heng-Qing Ye, David D. Yao
Diffusion Approximation for Fair Resource Control - Interchange of Limits Under a Moment Condition. Math. Oper. Res. 46 (3) (2021)
Fei Ma, Limin Yu, Lishan Ye, David D. Yao, Weifen Zhuang
Length-of-Stay Prediction for Pediatric Patients With Respiratory Diseases Using Decision Tree Methods. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Agostino Capponi, Xu Sun, David D. Yao
A Dynamic Network Model of Interbank Lending - Systemic Risk and Liquidity Provisioning. Math. Oper. Res. 45 (3) (2020)
Jiankui Yang, David D. Yao, Heng-Qing Ye
Technical Note - On the Optimality of Reflection Control. Oper. Res. 68 (6) (2020)
Liao Wang, David D. Yao
Data and Risk Analytics for Production Planning. Found. Trends Technol. Inf. Oper. Manag. 12 (2-3) (2019)
Jiankui Yang, David D. Yao, Heng-Qing Ye
On the Optimality of Reflection Control, with Production-Inventory Applications. SIGMETRICS Perform. Evaluation Rev. 45 (3) (2017)
Liao Wang, David D. Yao
Integrated Production Planning and Risk Hedging. Found. Trends Technol. Inf. Oper. Manag. 11 (1-2) (2017)
Liao Wang, David D. Yao
Production with Risk Hedging - Optimal Policy and Efficient Frontier. Oper. Res. 65 (4) (2017)
Jiankui Yang, David D. Yao, Heng-Qing Ye
On the Optimality of Reflection Control, with Production-Inventory Applications. SIGMETRICS Perform. Evaluation Rev. 45 (2) (2017)
Agostino Capponi, Peng-Chu Chen, David D. Yao
Liability Concentration and Systemic Losses in Financial Networks. Oper. Res. 64 (5) (2016)
Heng-Qing Ye, David D. Yao
Diffusion Limit of Fair Resource Control - Stationarity and Interchange of Limits. Math. Oper. Res. 41 (4) (2016)
Nan Chen, Xin Liu, David D. Yao
An Optimization View of Financial Systemic Risk Modeling: Network Effect and Market Liquidity Effect. Oper. Res. 64 (5) (2016)
Heng-Qing Ye, David D. Yao
Interchange of limits in heavy traffic analysis under a moment condition. SIGMETRICS Perform. Evaluation Rev. 41 (3) (2013)
Yingdong Lu, Mark S. Squillante, David D. Yao
Asymptotics of a class of resource planning problems. SIGMETRICS Perform. Evaluation Rev. 41 (3) (2013)
Heng-Qing Ye, David D. Yao
A Stochastic Network Under Proportional Fair Resource Control - Diffusion Limit with Multiple Bottlenecks. Oper. Res. 60 (3) (2012)
Heng-Qing Ye, David D. Yao
Utility-Maximizing Resource Control: Diffusion Limit and Asymptotic Optimality for a Two-Bottleneck Model. Oper. Res. 58 (3) (2010)
Heng-Qing Ye, David D. Yao
Diffusion limit of a two-class network: stationary distributions and interchange of limits. SIGMETRICS Perform. Evaluation Rev. 38 (2) (2010)
Xiaoqing Wang, Shuzhong Zhang, David D. Yao
Separated Continuous Conic Programming: Strong Duality and an Approximation Algorithm. SIAM J. Control. Optim. 48 (4) (2009)
Grace Y. Lin, Yingdong Lu, David D. Yao
The Stochastic Knapsack Revisited: Switch-Over Policies and Dynamic Pricing. Oper. Res. 56 (4) (2008)
Heng-Qing Ye, David D. Yao
Heavy-Traffic Optimality of a Stochastic Network Under Utility-Maximizing Resource Allocation. Oper. Res. 56 (2) (2008)
Rakesh Kumar, David D. Yao, Amitabha Bagchi, Keith W. Ross, Dan Rubenstein
Fluid modeling of pollution proliferation in P2P networks. SIGMETRICS/Performance (2006)
David D. Yao, Heng-Qing Ye
Asymptotic optimality of threshold control in a stochastic network based on a fixed-point approximation. SIGMETRICS Perform. Evaluation Rev. 34 (3) (2006)
David D. Yao, Shuzhong Zhang, Xun Yu Zhou
Tracking a Financial Benchmark Using a Few Assets. Oper. Res. 54 (2) (2006)
Micah Adler, Rakesh Kumar, Keith W. Ross, Dan Rubenstein, Torsten Suel, David D. Yao
Optimal peer selection for P2P downloading and streaming. INFOCOM (2005)
Xuan Li, David D. Yao
Control and pricing in stochastic networks with concurrent resource occupancy. SIGMETRICS Perform. Evaluation Rev. 32 (2) (2004)
David D. Yao, Shuzhong Zhang, Xun Yu Zhou
Stochastic Linear-Quadratic Control via Primal-Dual Semidefinite Programming. SIAM Rev. 46 (1) (2004)
Micah Adler, Rakesh Kumar, Keith W. Ross, Dan Rubenstein, David A. Turner, David D. Yao
Two optimal peer selection problems. SIGMETRICS Perform. Evaluation Rev. 32 (2) (2004)
Liming Liu, Xiaoming Liu, David D. Yao
Analysis and Optimization of a Multistage Inventory-Queue System. Manag. Sci. 50 (3) (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)
Feng Cheng, Markus Ettl, Grace Y. Lin, David D. Yao
Inventory-Service Optimization in Configure-to-Order Systems. Manuf. Serv. Oper. Manag. 4 (2) (2002)
David D. Yao
Dynamic Scheduling via Polymatroid Optimization. Performance (2002)
Jing-Sheng Song, David D. Yao
Performance Analysis and Optimization of Assemble-to-Order Systems with Random Lead Times. Oper. Res. 50 (5) (2002)
Hong Chen, Xinyang Shen, David D. Yao
Brownian Approximations of Multiclass Open-Queueing Networks. Oper. Res. 50 (6) (2002)
David D. Yao, Shuzhong Zhang, Xun Yu Zhou
Stochastic Linear-Quadratic Control via Semidefinite Programming. SIAM J. Control. Optim. 40 (3) (2001)
Jinfa Chen, David D. Yao, Shaohui Zheng
Optimal Replenishment and Rework with Multiple Unreliable Supply Sources. Oper. Res. 49 (3) (2001)
Mark S. Squillante, Cathy H. Xia, David D. Yao, Li Zhang
Threshold-based priority policies for parallel-server systems with affinity scheduling. ACC (2001)
David D. Yao, Shuzhong Zhang, Xun Yu Zhou
A primal-dual semi-definite programming approach to linear quadratic control. IEEE Trans. Autom. Control. 46 (9) (2001)
Grace Y. Lin, Markus Ettl, Steve Buckley, Sugato Bagchi, David D. Yao, Bret L. Naccarato, Rob Allan, Kerry Kim, Lisa Koenig
Extended-Enterprise Supply-Chain Management at IBM Personal Systems Group and Other Divisions. Interfaces 30 (1) (2000)
Markus Ettl, Gerald E. Feigin, Grace Y. Lin, David D. Yao
A Supply Network Model with Base-Stock Control and Service Requirements. Oper. Res. 48 (2) (2000)
David D. Yao, Shaohui Zheng
Sequential quality control in batch manufacturing. Ann. Oper. Res. 87 (1999)
Mark S. Squillante, David D. Yao, Li Zhang
Analysis of Job Arrival Patterns and Parallel Scheduling Performance. Perform. Evaluation (1-4) (1999)
Mark S. Squillante, David D. Yao, Li Zhang
The impact of job arrival patterns on parallel scheduling. SIGMETRICS Perform. Evaluation Rev. 26 (4) (1999)
David D. Yao, Shaohui Zheng
Coordinated quality control in a two-stage system. IEEE Trans. Autom. Control. 44 (6) (1999)
Mark S. Squillante, David D. Yao, Li Zhang
Web traffic modeling and Web server performance analysis. SIGMETRICS Perform. Evaluation Rev. 27 (3) (1999)
David D. Yao, Shaohui Zheng
Sequential Inspection Under Capacity Constraints. Oper. Res. 47 (3) (1999)
Jinfa Chen, David D. Yao, Shaohui Zheng
Quality Control for Products Supplied with Warranty. Oper. Res. 46 (1) (1998)
David D. Yao, Shaohui Zheng
Coordinated Production and Inspection in a Tandem System. Queueing Syst. Theory Appl. 24 (1997)
Paul Glasserman, David D. Yao
Structured buffer-allocation problems. Discret. Event Dyn. Syst. 6 (1) (1996)
Bharat T. Doshi, David D. Yao
Editorial introduction. Queueing Syst. Theory Appl. 20 (1-2) (1995)
David D. Yao
-modular games, with queueing applications. Queueing Syst. Theory Appl. 21 (3-4) (1995)
Paul Glasserman, David D. Yao
Subadditivity and stability of a class of discrete-event systems. IEEE Trans. Autom. Control. 40 (9) (1995)
Dan Connors, Gerry Feigin, David D. Yao
Scheduling semiconductor lines using a fluid network model. IEEE Trans. Robotics Autom. 10 (2) (1994)
Hong Chen, Ping Yang, David D. Yao
Control and scheduling in a two-station queueing network: Optimal policies and heuristics. Queueing Syst. Theory Appl. 18 (3-4) (1994)
Paul Glasserman, David D. Yao
Monotone Optimal Control of Permutable GSMPs. Math. Oper. Res. 19 (2) (1994)
Cheng-Shang Chang, Randolph D. Nelson, David D. Yao
Optimal Task Scheduling on Distributed Parallel Processors. Perform. Evaluation 20 (1-3) (1994)
David D. Yao
Book review: Stochastic models of manufacturing systems - J. A. Buzacott and J. G. Shanthikumar (Prentice Hall, 1993; xxii + 553. ISBN-0-13-847567-9. Discret. Event Dyn. Syst. 4 (4) (1994)
Hong Chen, Ping Yang, David D. Yao, Xiuli Chao
Optimal control of a simple assembly system. Oper. Res. Lett. 14 (4) (1993)
Cheng-Shang Chang, David D. Yao
Rearrangement, Majorization and Stochastic Scheduling. Math. Oper. Res. 18 (3) (1993)
Dinah W. Cheng, David D. Yao
Tandem queues with general blocking: A unified model and comparison results. Discret. Event Dyn. Syst. 2 (3-4) (1993)
Hong Chen, David D. Yao
Dynamic Scheduling of a Multiclass Fluid Network. Oper. Res. 41 (6) (1993)
Paul Glasserman, David D. Yao
Monotonicity in Generalized Semi-Markov Processes. Math. Oper. Res. 17 (1) (1992)
Hong Chen, David D. Yao
A Fluid Model for Systems with Random Disruptions. Oper. Res. 40 (Supplement-2) (1992)
Paul Glasserman, David D. Yao
Generalized Semi-Markov Processes: Antimatroid Structure and Second-Order Properties. Math. Oper. Res. 17 (2) (1992)
David D. Yao
On Wolff's Pasta Martingale. Oper. Res. 40 (Supplement-2) (1992)
J. George Shanthikumar, David D. Yao
Multiclass Queueing Systems: Polymatroidal Structure and Optimal Scheduling Control. Oper. Res. 40 (Supplement-2) (1992)
Keith W. Ross, David D. Yao
Optimal Load Balancing and Scheduling in a Distributed Computer System. J. ACM 38 (3) (1991)
Paul Glasserman, David D. Yao
Algebraic structure of some stochastic discrete event systems, with applications. Discret. Event Dyn. Syst. 1 (1) (1991)
Keith W. Ross, David D. Yao
Monotonicity properties for the stochastic knapsack. IEEE Trans. Inf. Theory 36 (5) (1990)
David D. Yao, J. George Shanthikumar
Optimal scheduling control of a flexible machine. IEEE Trans. Robotics Autom. 6 (6) (1990)
J. George Shanthikumar, David D. Yao
Second-order stochastic properties in queueing systems. Proc. IEEE 77 (1) (1989)
Leslie D. Servi, David D. Yao
Stochastic Bounds for Queueing Systems with Limited Service Schedules. Perform. Evaluation 9 (4) (1989)
J. George Shanthikumar, David D. Yao
Throughput Bounds for Closed Queueing Networks with Queue-Dependent Service Rates. Perform. Evaluation 9 (1) (1988)
J. George Shanthikumar, David D. Yao
Second-Order Properties of the Throughput of a Closed Queueing Network. Math. Oper. Res. 13 (3) (1988)
J. George Shanthikumar, David D. Yao
On Server Allocation in Multiple Center Manufacturing Systems. Oper. Res. 36 (2) (1988)
David D. Yao, J. George Shanthikumar
Optimal periodic run quantities for a set of cells under joint setup. ICRA (1987)
J. George Shanthikumar, David D. Yao
Comparing Ordered-Entry Queues with Heterogeneous Servers. Queueing Syst. Theory Appl. 2 (3) (1987)
David D. Yao
The Arrangement of Servers in an Ordered-Entry System. Oper. Res. 35 (5) (1987)
J. George Shanthikumar, David D. Yao
Stochastic Monotonicity of the Queue Lengths in Closed Queueing Networks. Oper. Res. 35 (4) (1987)
David D. Yao, John A. Buzacott
Modeling a Class of Flexible Manufacturing Systems with Reversible Routing. Oper. Res. 35 (1) (1987)
John A. Buzacott, David D. Yao
On Queueing Network Models of Flexible Manufacturing Systems. Queueing Syst. Theory Appl. 1 (1) (1986)
David D. Yao
Queue. Oper. Res. 33 (6) (1985)
I. Burhan Türksen, David D. Yao
Representations of connectives in fuzzy reasoning: The view through normal forms. IEEE Trans. Syst. Man Cybern. 14 (1) (1984)