David D. Yao

103 papers A* 6C 1Misc 1Journal 93Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
DiFFPO: Training Diffusion LLMs to Reason Fast and Furious via Reinforcement Learning.
CoRR
Hanyang Zhao, Dawen Liang, Wenpin Tang, David D. Yao, Nathan Kallus
2025 J jnl
Diffusion Generative Models Meet Compressed Sensing, with Applications to Imaging and Finance.
CoRR
Zhengyi Guo, Jiatu Li, Wenpin Tang, David D. Yao
2025 J jnl
Fine-Tuning Diffusion Generative Models via Rich Preference Optimization.
CoRR
Hanyang Zhao, Haoxian Chen, Yucheng Guo, Genta Indra Winata, Tingting Ou, Ziyu Huang, David D. Yao, Wenpin Tang
2025 A* conf
MallowsPO: Fine-Tune Your LLM with Preference Dispersions.
ICLR
Haoxian Chen, Hanyang Zhao, Henry Lam, David D. Yao, Wenpin Tang
2025 J jnl
Polynomial Voting Rules.
Math. Oper. Res.
Wenpin Tang, David D. Yao
2025 J jnl
Preference Tuning with Human Feedback on Language, Speech, and Vision Tasks: A Survey.
J. Artif. Intell. Res.
Genta Indra Winata, Hanyang Zhao, Anirban Das, Wenpin Tang, David D. Yao, Shi-Xiong Zhang, Sambit Sahu
2025 A* conf
RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization.
ICLR
Hanyang Zhao, Genta Indra Winata, Anirban Das, Shi-Xiong Zhang, David D. Yao, Wenpin Tang, Sambit Sahu
2025 J jnl
SOCRATES: Simulation Optimization with Correlated Replicas and Adaptive Trajectory Evaluations.
CoRR
Haoting Zhang, Haoxian Chen, Donglin Zhan, Hanyang Zhao, Henry Lam, Wenpin Tang, David D. Yao, Zeyu Zheng
2025 A* conf
Score as Action: Fine Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning.
ICML
Hanyang Zhao, Haoxian Chen, Ji Zhang, David D. Yao, Wenpin Tang
2025 J jnl
Score as Action: Fine-Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning.
CoRR
Hanyang Zhao, Haoxian Chen, Ji Zhang, David D. Yao, Wenpin Tang
2025 J jnl
Understanding Sampler Stochasticity in Training Diffusion Models for RLHF.
CoRR
Jiayuan Sheng, Hanyang Zhao, Haoxian Chen, David D. Yao, Wenpin Tang
2024 J jnl
Mallows-DPO: Fine-Tune Your LLM with Preference Dispersions.
CoRR
Haoxian Chen, Hanyang Zhao, Henry Lam, David D. Yao, Wenpin Tang
2024 J jnl
Preference Tuning with Human Feedback on Language, Speech, and Vision Tasks: A Survey.
CoRR
Genta Indra Winata, Hanyang Zhao, Anirban Das, Wenpin Tang, David D. Yao, Shi-Xiong Zhang, Sambit Sahu
2024 J jnl
RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization.
CoRR
Hanyang Zhao, Genta Indra Winata, Anirban Das, Shi-Xiong Zhang, David D. Yao, Wenpin Tang, Sambit Sahu
2024 J jnl
Scores as Actions: a framework of fine-tuning diffusion models by continuous-time reinforcement learning.
CoRR
Hanyang Zhao, Haoxian Chen, Ji Zhang, David D. Yao, Wenpin Tang
2023 A* conf
Policy Optimization for Continuous Reinforcement Learning.
NeurIPS
Hanyang Zhao, Wenpin Tang, David D. Yao
2023 J jnl
Policy Optimization for Continuous Reinforcement Learning.
CoRR
Hanyang Zhao, Wenpin Tang, David D. Yao
2023 J jnl
Production Planning with Risk Hedging Under a Conditional Value at Risk Objective.
Oper. Res.
Liao Wang, David D. Yao
2023 J jnl
Transaction fee mechanism for Proof-of-Stake protocol.
CoRR
Wenpin Tang, David D. Yao
2022 J jnl
Optimal staffing for ticket queues.
Queueing Syst. Theory Appl.
Li Xiao, Susan H. Xu, David D. Yao, Hanqin Zhang
2021 J jnl
Diffusion Approximation for Fair Resource Control - Interchange of Limits Under a Moment Condition.
Math. Oper. Res.
Heng-Qing Ye, David D. Yao
2020 J jnl
A Dynamic Network Model of Interbank Lending - Systemic Risk and Liquidity Provisioning.
Math. Oper. Res.
Agostino Capponi, Xu Sun, David D. Yao
2020 J jnl
Length-of-Stay Prediction for Pediatric Patients With Respiratory Diseases Using Decision Tree Methods.
IEEE J. Biomed. Health Informatics
Fei Ma, Limin Yu, Lishan Ye, David D. Yao, Weifen Zhuang
2020 J jnl
Technical Note - On the Optimality of Reflection Control.
Oper. Res.
Jiankui Yang, David D. Yao, Heng-Qing Ye
2019 J jnl
Data and Risk Analytics for Production Planning.
Found. Trends Technol. Inf. Oper. Manag.
Liao Wang, David D. Yao
2017 J jnl
Integrated Production Planning and Risk Hedging.
Found. Trends Technol. Inf. Oper. Manag.
Liao Wang, David D. Yao
2017 J jnl
On the Optimality of Reflection Control, with Production-Inventory Applications.
SIGMETRICS Perform. Evaluation Rev.
Jiankui Yang, David D. Yao, Heng-Qing Ye
2017 J jnl
On the Optimality of Reflection Control, with Production-Inventory Applications.
SIGMETRICS Perform. Evaluation Rev.
Jiankui Yang, David D. Yao, Heng-Qing Ye
2017 J jnl
Production with Risk Hedging - Optimal Policy and Efficient Frontier.
Oper. Res.
Liao Wang, David D. Yao
2016 J jnl
An Optimization View of Financial Systemic Risk Modeling: Network Effect and Market Liquidity Effect.
Oper. Res.
Nan Chen, Xin Liu, David D. Yao
2016 J jnl
Diffusion Limit of Fair Resource Control - Stationarity and Interchange of Limits.
Math. Oper. Res.
Heng-Qing Ye, David D. Yao
2016 J jnl
Liability Concentration and Systemic Losses in Financial Networks.
Oper. Res.
Agostino Capponi, Peng-Chu Chen, David D. Yao
2013 J jnl
Asymptotics of a class of resource planning problems.
SIGMETRICS Perform. Evaluation Rev.
Yingdong Lu, Mark S. Squillante, David D. Yao
2013 J jnl
Interchange of limits in heavy traffic analysis under a moment condition.
SIGMETRICS Perform. Evaluation Rev.
Heng-Qing Ye, David D. Yao
2013 — ed.
Matrix-Analytic Methods in Stochastic Models, Seventh International Conference on Matrix Analytic Methods in Stochastic Models, MAM 2011, Columbia University, New York, NY, USA, 13-16 June 2011.
MAM
Guy Latouche, Vaidyanathan Ramaswami, Jay Sethuraman, Karl Sigman, Mark S. Squillante, David D. Yao
2012 J jnl
A Stochastic Network Under Proportional Fair Resource Control - Diffusion Limit with Multiple Bottlenecks.
Oper. Res.
Heng-Qing Ye, David D. Yao
2010 J jnl
Diffusion limit of a two-class network: stationary distributions and interchange of limits.
SIGMETRICS Perform. Evaluation Rev.
Heng-Qing Ye, David D. Yao
2010 J jnl
Utility-Maximizing Resource Control: Diffusion Limit and Asymptotic Optimality for a Two-Bottleneck Model.
Oper. Res.
Heng-Qing Ye, David D. Yao
2009 J jnl
Separated Continuous Conic Programming: Strong Duality and an Approximation Algorithm.
SIAM J. Control. Optim.
Xiaoqing Wang, Shuzhong Zhang, David D. Yao
2008 J jnl
Heavy-Traffic Optimality of a Stochastic Network Under Utility-Maximizing Resource Allocation.
Oper. Res.
Heng-Qing Ye, David D. Yao
2008 J jnl
The Stochastic Knapsack Revisited: Switch-Over Policies and Dynamic Pricing.
Oper. Res.
Grace Y. Lin, Yingdong Lu, David D. Yao
2006 J jnl
Asymptotic optimality of threshold control in a stochastic network based on a fixed-point approximation.
SIGMETRICS Perform. Evaluation Rev.
David D. Yao, Heng-Qing Ye
2006 — conf
Fluid modeling of pollution proliferation in P2P networks.
SIGMETRICS/Performance
Rakesh Kumar, David D. Yao, Amitabha Bagchi, Keith W. Ross, Dan Rubenstein
2006 J jnl
Tracking a Financial Benchmark Using a Few Assets.
Oper. Res.
David D. Yao, Shuzhong Zhang, Xun Yu Zhou
2005 A* conf
Optimal peer selection for P2P downloading and streaming.
INFOCOM
Micah Adler, Rakesh Kumar, Keith W. Ross, Dan Rubenstein, Torsten Suel, David D. Yao
2004 J jnl
Analysis and Optimization of a Multistage Inventory-Queue System.
Manag. Sci.
Liming Liu, Xiaoming Liu, David D. Yao
2004 J jnl
Control and pricing in stochastic networks with concurrent resource occupancy.
SIGMETRICS Perform. Evaluation Rev.
Xuan Li, David D. Yao
2004 J jnl
Stochastic Linear-Quadratic Control via Primal-Dual Semidefinite Programming.
SIAM Rev.
David D. Yao, Shuzhong Zhang, Xun Yu Zhou
2004 J jnl
Two optimal peer selection problems.
SIGMETRICS Perform. Evaluation Rev.
Micah Adler, Rakesh Kumar, Keith W. Ross, Dan Rubenstein, David A. Turner, David D. Yao
2003 J jnl
Optimal control of a fluid network with side constraints.
IEEE Trans. Autom. Control.
Yingdong Lu, David D. Yao
2003 J jnl
Order Fill Rate, Leadtime Variability, and Advance Demand Information in an Assemble-to-Order System.
Oper. Res.
Yingdong Lu, Jing-Sheng Song, David D. Yao
2002 J jnl
Brownian Approximations of Multiclass Open-Queueing Networks.
Oper. Res.
Hong Chen, Xinyang Shen, David D. Yao
2002 Misc conf
Dynamic Scheduling via Polymatroid Optimization.
Performance
David D. Yao
2002 J jnl
Inventory-Service Optimization in Configure-to-Order Systems.
Manuf. Serv. Oper. Manag.
Feng Cheng, Markus Ettl, Grace Y. Lin, David D. Yao
2002 J jnl
Performance Analysis and Optimization of Assemble-to-Order Systems with Random Lead Times.
Oper. Res.
Jing-Sheng Song, David D. Yao
2001 J jnl
A primal-dual semi-definite programming approach to linear quadratic control.
IEEE Trans. Autom. Control.
David D. Yao, Shuzhong Zhang, Xun Yu Zhou
2001 J jnl
Optimal Replenishment and Rework with Multiple Unreliable Supply Sources.
Oper. Res.
Jinfa Chen, David D. Yao, Shaohui Zheng
2001 J jnl
Stochastic Linear-Quadratic Control via Semidefinite Programming.
SIAM J. Control. Optim.
David D. Yao, Shuzhong Zhang, Xun Yu Zhou
2001 C conf
Threshold-based priority policies for parallel-server systems with affinity scheduling.
ACC
Mark S. Squillante, Cathy H. Xia, David D. Yao, Li Zhang
2000 J jnl
A Supply Network Model with Base-Stock Control and Service Requirements.
Oper. Res.
Markus Ettl, Gerald E. Feigin, Grace Y. Lin, David D. Yao
2000 J jnl
Extended-Enterprise Supply-Chain Management at IBM Personal Systems Group and Other Divisions.
Interfaces
Grace Y. Lin, Markus Ettl, Steve Buckley, Sugato Bagchi, David D. Yao, Bret L. Naccarato, Rob Allan, Kerry Kim, Lisa Koenig
1999 J jnl
Analysis of Job Arrival Patterns and Parallel Scheduling Performance.
Perform. Evaluation
Mark S. Squillante, David D. Yao, Li Zhang
1999 J jnl
Coordinated quality control in a two-stage system.
IEEE Trans. Autom. Control.
David D. Yao, Shaohui Zheng
1999 J jnl
Sequential Inspection Under Capacity Constraints.
Oper. Res.
David D. Yao, Shaohui Zheng
1999 J jnl
Sequential quality control in batch manufacturing.
Ann. Oper. Res.
David D. Yao, Shaohui Zheng
1999 J jnl
The impact of job arrival patterns on parallel scheduling.
SIGMETRICS Perform. Evaluation Rev.
Mark S. Squillante, David D. Yao, Li Zhang
1999 J jnl
Web traffic modeling and Web server performance analysis.
SIGMETRICS Perform. Evaluation Rev.
Mark S. Squillante, David D. Yao, Li Zhang
1998 J jnl
Quality Control for Products Supplied with Warranty.
Oper. Res.
Jinfa Chen, David D. Yao, Shaohui Zheng
1997 J jnl
Coordinated Production and Inspection in a Tandem System.
Queueing Syst. Theory Appl.
David D. Yao, Shaohui Zheng
1996 J jnl
Structured buffer-allocation problems.
Discret. Event Dyn. Syst.
Paul Glasserman, David D. Yao
1995 J jnl
Editorial introduction.
Queueing Syst. Theory Appl.
Bharat T. Doshi, David D. Yao
1995 J jnl
Subadditivity and stability of a class of discrete-event systems.
IEEE Trans. Autom. Control.
Paul Glasserman, David D. Yao
1994 J jnl
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.
David D. Yao
1994 J jnl
Control and scheduling in a two-station queueing network: Optimal policies and heuristics.
Queueing Syst. Theory Appl.
Hong Chen, Ping Yang, David D. Yao
1994 J jnl
Monotone Optimal Control of Permutable GSMPs.
Math. Oper. Res.
Paul Glasserman, David D. Yao
1994 J jnl
Optimal Task Scheduling on Distributed Parallel Processors.
Perform. Evaluation
Cheng-Shang Chang, Randolph D. Nelson, David D. Yao
1994 J jnl
Scheduling semiconductor lines using a fluid network model.
IEEE Trans. Robotics Autom.
Dan Connors, Gerry Feigin, David D. Yao
1993 J jnl
Dynamic Scheduling of a Multiclass Fluid Network.
Oper. Res.
Hong Chen, David D. Yao
1993 J jnl
Optimal control of a simple assembly system.
Oper. Res. Lett.
Hong Chen, Ping Yang, David D. Yao, Xiuli Chao
1993 J jnl
Rearrangement, Majorization and Stochastic Scheduling.
Math. Oper. Res.
Cheng-Shang Chang, David D. Yao
1993 J jnl
Tandem queues with general blocking: A unified model and comparison results.
Discret. Event Dyn. Syst.
Dinah W. Cheng, David D. Yao
1992 J jnl
A Fluid Model for Systems with Random Disruptions.
Oper. Res.
Hong Chen, David D. Yao
1992 J jnl
Generalized Semi-Markov Processes: Antimatroid Structure and Second-Order Properties.
Math. Oper. Res.
Paul Glasserman, David D. Yao
1992 J jnl
Monotonicity in Generalized Semi-Markov Processes.
Math. Oper. Res.
Paul Glasserman, David D. Yao
1992 J jnl
Multiclass Queueing Systems: Polymatroidal Structure and Optimal Scheduling Control.
Oper. Res.
J. George Shanthikumar, David D. Yao
1992 J jnl
On Wolff's Pasta Martingale.
Oper. Res.
David D. Yao
1991 J jnl
Algebraic structure of some stochastic discrete event systems, with applications.
Discret. Event Dyn. Syst.
Paul Glasserman, David D. Yao
1991 J jnl
Optimal Load Balancing and Scheduling in a Distributed Computer System.
J. ACM
Keith W. Ross, David D. Yao
1990 J jnl
Monotonicity properties for the stochastic knapsack.
IEEE Trans. Inf. Theory
Keith W. Ross, David D. Yao
1990 J jnl
Optimal scheduling control of a flexible machine.
IEEE Trans. Robotics Autom.
David D. Yao, J. George Shanthikumar
1989 J jnl
Second-order stochastic properties in queueing systems.
Proc. IEEE
J. George Shanthikumar, David D. Yao
1989 J jnl
Stochastic Bounds for Queueing Systems with Limited Service Schedules.
Perform. Evaluation
Leslie D. Servi, David D. Yao
1988 J jnl
On Server Allocation in Multiple Center Manufacturing Systems.
Oper. Res.
J. George Shanthikumar, David D. Yao
1988 J jnl
Second-Order Properties of the Throughput of a Closed Queueing Network.
Math. Oper. Res.
J. George Shanthikumar, David D. Yao
1988 J jnl
Throughput Bounds for Closed Queueing Networks with Queue-Dependent Service Rates.
Perform. Evaluation
J. George Shanthikumar, David D. Yao
1987 J jnl
Comparing Ordered-Entry Queues with Heterogeneous Servers.
Queueing Syst. Theory Appl.
J. George Shanthikumar, David D. Yao
1987 J jnl
Modeling a Class of Flexible Manufacturing Systems with Reversible Routing.
Oper. Res.
David D. Yao, John A. Buzacott
1987 A* conf
Optimal periodic run quantities for a set of cells under joint setup.
ICRA
David D. Yao, J. George Shanthikumar
1987 J jnl
Stochastic Monotonicity of the Queue Lengths in Closed Queueing Networks.
Oper. Res.
J. George Shanthikumar, David D. Yao
1987 J jnl
The Arrangement of Servers in an Ordered-Entry System.
Oper. Res.
David D. Yao
1986 J jnl
On Queueing Network Models of Flexible Manufacturing Systems.
Queueing Syst. Theory Appl.
John A. Buzacott, David D. Yao
1985 J jnl
Refining the Diffusion Approximation for the
Oper. Res.
David D. Yao
1984 J jnl
Representations of connectives in fuzzy reasoning: The view through normal forms.
IEEE Trans. Syst. Man Cybern.
I. Burhan Türksen, David D. Yao