Zeyu Zheng

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Common Kings of a Chain of Cycles in a Strong Tournament.

[BibT_eX]

[DOI]

Logan Post

Graphs Comb., August, 2023

Learning to Simulate Sequentially Generated Data via Neural Networks and Wasserstein Training.

[BibT_eX]

[DOI]

Tingyu Zhu

Haoyu Liu

ACM Trans. Model. Comput. Simul., July, 2023

Immediacy Provision and Matchmaking.

[BibT_eX]

[DOI]

Yu An

Manag. Sci., February, 2023

Gradient-Based Algorithms for Convex Discrete Optimization via Simulation.

[BibT_eX]

[DOI]

Haixiang Zhang

Javad Lavaei

Oper. Res., 2023

Gradient-Based Simulation Optimization Algorithms via Multi-Resolution System Approximations.

[BibT_eX]

[DOI]

Jingxu Xu

INFORMS J. Comput., 2023

Regret Distribution in Stochastic Bandits: Optimal Trade-off between Expectation and Tail Risk.

[BibT_eX]

[DOI]

CoRR, 2023

Best Arm Identification with Fairness Constraints on Subpopulations.

[BibT_eX]

[DOI]

Yuhang Wu

Tingyu Zhu

Proceedings of the Winter Simulation Conference, 2023

Cosimla with General Regeneration Set to Compute Markov Chain Stationary Expectations.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2023

A Preliminary Study of Regularization Framework for Constructing Task-Specific Simulators.

[BibT_eX]

[DOI]

Dilara Aykanat

Nian Si

Proceedings of the Winter Simulation Conference, 2023

Contextual Gaussian Process Bandits with Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Non-stationary Experimental Design under Linear Trends.

[BibT_eX]

[DOI]

Chonghuan Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2nd Workshop on Multi-Armed Bandits and Reinforcement Learning: Advancing Decision Making in E-Commerce and Beyond.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Causal Inference and Machine Learning in Practice: Use Cases for Product, Brand, Policy and Beyond.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Understanding Plasticity in Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Prediction of Empathy Induced by Synthesized Speech using Hilbert Marginal Spectrum Analysis.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Biomedical Engineering and Applications, 2023

2022

Towards Multi-Agent Reinforcement Learning driven Over-The-Counter Market Simulations.

[BibT_eX]

[DOI]

CoRR, 2022

GrASP: Gradient-Based Affordance Selection for Planning.

[BibT_eX]

[DOI]

CoRR, 2022

On the Turán Number of the Linear $3$-Graph $C_{13}$.

[BibT_eX]

[DOI]

Electron. J. Comb., 2022

A novel transfer learning model for traditional herbal medicine prescription generation from unstructured resources and knowledge.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2022

Combining Numerical Linear Algebra with Simulation to Compute Stationary Distributions.

[BibT_eX]

[DOI]

Alex Infanger

Proceedings of the Winter Simulation Conference, 2022

A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization.

[BibT_eX]

[DOI]

Tianyi Lin

Michael I. Jordan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Non-stationary A/B Tests.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Research on the Form of "Four-Steps" Open Project Practical Teaching Activities.

[BibT_eX]

[DOI]

Proceedings of the Computer Science and Education - 17th International Conference, 2022

Adaptive Pairwise Weights for Temporal Credit Assignment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A Domain-Guided Noise-Optimization-Based Inversion Method for Facial Image Manipulation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Pose estimation at night in infrared images using a lightweight multi-stage attention network.

[BibT_eX]

[DOI]

Signal Image Video Process., 2021

Automated multi-layer optical design via deep reinforcement learning.

[BibT_eX]

[DOI]

Mach. Learn. Sci. Technol., 2021

Technical Note - Approximating Systems Fed by Poisson Processes with Rapidly Changing Arrival Rates.

[BibT_eX]

[DOI]

Harsha Honnappa

Oper. Res., 2021

Continuous Conditional Generative Adversarial Networks (cGAN) with Generator Regularization.

[BibT_eX]

[DOI]

Yufeng Zheng

Yunkai Zhang

CoRR, 2021

Pairwise Weights for Temporal Credit Assignment.

[BibT_eX]

[DOI]

CoRR, 2021

Learning to Simulate Sequentially Generated Data via Neural Networks and Wasserstein Training.

[BibT_eX]

[DOI]

Tingyu Zhu

Proceedings of the Winter Simulation Conference, 2021

Neural Network-Assisted Simulation Optimization with Covariates.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2021

Explainable Modeling in Digital Twin.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2021

Instructions for Authors of Papers Using Latex.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2021

Efficient Computation for Stratified Splitting.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2021

Learning State Representations from Random Deep Action-conditional Predictions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Stochastic $L^\natural$-convex Function Minimization.

[BibT_eX]

[DOI]

Haixiang Zhang

Javad Lavaei

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Dynamic Planning and Learning under Recovering Rewards.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Doubly Stochastic Generative Arrivals Modeling.

[BibT_eX]

[DOI]

Yufeng Zheng

CoRR, 2020

Automated Optical Multi-layer Design via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2020

A method for degradation prediction based on Hidden semi-Markov models with mixture of Kernels.

[BibT_eX]

[DOI]

Tianji Yang

Liang Qi

Comput. Ind., 2020

Path Planning Method With Improved Artificial Potential Field - A Reinforcement Learning Perspective.

[BibT_eX]

[DOI]

IEEE Access, 2020

Generating and Editing Arbitrary Facial Images by Learning Feature Axis.

[BibT_eX]

[DOI]

IEEE Access, 2020

New Results on Joint Classification of Vertical Structure of Ocean Properties at a Global Scale.

[BibT_eX]

[DOI]

IEEE Access, 2020

Simulating Nonstationary Spatio-Temporal Poisson Processes using the Inversion Method.

[BibT_eX]

[DOI]

Haoting Zhang

Proceedings of the Winter Simulation Conference, 2020

Joint Resource Allocation for Input Data Collection and Simulation.

[BibT_eX]

[DOI]

Jingxu Xu

Proceedings of the Winter Simulation Conference, 2020

When Demands Evolve Larger and Noisier: Learning and Earning in a Growing Environment.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

What Can Learned Intrinsic Rewards Capture?

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Ques-Chain: an Ethereum Based E-Voting System.

[BibT_eX]

[DOI]

CoRR, 2019

AttentiveHerb: A Novel Method for Traditional Medicine Prescription Generation.

[BibT_eX]

[DOI]

IEEE Access, 2019

Estimation and Inference for Non-Stationary Arrival Models with a Linear Trend.

[BibT_eX]

[DOI]

Proceedings of the 2019 Winter Simulation Conference, 2019

Heterogeneous Assets Market Design.

[BibT_eX]

[DOI]

Yu An

Proceedings of the 2019 Winter Simulation Conference, 2019

Remaining Useful Life Estimation by Empirical Mode Decomposition and Ensemble Deep Convolution Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Prognostics and Health Management, 2019

Model Loss and Distribution Analysis of Regression Problems in Machine Learning.

[BibT_eX]

[DOI]

Nan Yang

Tianran Wang

Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019

2018

Data-Driven Ranking and Selection: High-dimensional covariates and General Dependence.

[BibT_eX]

[DOI]

Xiaocheng Li

Xiaowei Zhang

Proceedings of the 2018 Winter Simulation Conference, 2018

A Scalable Approach to Enhancing stochastic Kriging with Gradients.

[BibT_eX]

[DOI]

Haojun Huo

Xiaowei Zhang

Proceedings of the 2018 Winter Simulation Conference, 2018

On Learning Intrinsic Rewards for Policy Gradient Methods.

[BibT_eX]

[DOI]

Junhyuk Oh

Satinder Singh

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

The Application Research of AlphaGo Double Decision System in Network Bad Information Recognition.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

2017

Fitting continuous piecewise linear poisson intensities via maximum likelihood and least squares.

[BibT_eX]

[DOI]

Proceedings of the 2017 Winter Simulation Conference, 2017

Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters.

[BibT_eX]

[DOI]

Proceedings of the 2017 USENIX Annual Technical Conference, 2017

Parallelizing Sequential Graph Computations.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Using machine learning to predict obesity in high school students.

[BibT_eX]

[DOI]

Karen Ruggiero

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Extensions of the regenerative method to new functionals.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2016

A Cloud Computing Platform for Data Analysis Based on R Cluster.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2016

Degree of Integration into Social Networks (DISN) Evaluation Model Based on Micro-Blogging Platforms and Information Dissemination Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Computer and Information Technology, 2016

2015

Corrosion pitting damage detection of rolling bearings using data mining techniques.

[BibT_eX]

[DOI]

Int. J. Model. Identif. Control., 2015

2014

Least Maintenance Batch Scheduling in Cloud Data Center Networks.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2014

Early detection of liver disease using data visualisation and classification method.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2014

A new kind of hybrid filter based on the intersecting cortical model and the improved Extremum-and-Median filter.

[BibT_eX]

[DOI]

Artif. Life Robotics, 2014

2013

Green Grooming in a More Realistic and Multidomain Optical Network.

[BibT_eX]

[DOI]

JOCN, 2013

Coordinated resource provisioning and maintenance scheduling in cloud data centers.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

On routing and aggregation of many-to-many sessions over green WDM optical networks.

[BibT_eX]

[DOI]

Weigang Hou

Lei Guo

Ranjitha Gurunath Kulkarni

Proceedings of IEEE International Conference on Communications, 2013

Extracting Events with Informal Temporal References in Personal Histories in Online Communities.

[BibT_eX]

[DOI]

Carolyn Penstein Rosé

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

On the relay selection for cooperative wireless networks with physical-layer network coding.

[BibT_eX]

[DOI]

Wirel. Networks, 2012

Correlation and hierarchies in financial markets.

[BibT_eX]

[DOI]

Artif. Life Robotics, 2012

Supporting collaboration in Wikipedia between language communities.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Intercultural Collaboration, 2012

A Supervised Approach to Predict Company Acquisition with Factual and Topic Features Using Profiles and News Articles on TechCrunch.

[BibT_eX]

[DOI]

Carolyn Penstein Rosé

Chao Liu

Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

2010

A co-learning framework for learning user search intents from rule-generated training data.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

A Novel Contrast Co-learning Framework for Generating High Quality Training Data.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Wavelength Assignment Scheme of ONUs in Hybrid TDM/WDM Fiber-Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2010

2009

Almost Optimal Distributed M2M Multicasting in Wireless Mesh Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009

A Study of Network Throughput Gain in Optical-Wireless (FiWi) Networks Subject to Peer-to-Peer Communications.

[BibT_eX]

[DOI]

Jianping Wang

Jin Wang

Proceedings of IEEE International Conference on Communications, 2009

ONU Placement in Fiber-Wireless (FiWi) Networks Considering Peer-to-Peer Communications.

[BibT_eX]

[DOI]