Asymptotics of Efficiency Loss in Competitive Market Mechanisms. - Jia Yuan Yu; Shie Mannor (INFOCOM, 2006)

Efficiency of Market-Based Resource Allocation among Many Participants. - Jia Yuan Yu; Shie Mannor (IEEE J. Sel. Areas Commun., 2007)

Online Learning with Expert Advice and Finite-Horizon Constraints. - Branislav Kveton; Jia Yuan Yu; Georgios Theocharous; Shie Mannor (AAAI, 2008)

A Lazy Approach to Online Learning with Constraints. - Branislav Kveton; Jia Yuan Yu; Georgios Theocharous; Shie Mannor (ISAIM, 2008)

Arbitrarily modulated Markov decision processes. - Jia Yuan Yu; Shie Mannor (CDC, 2009)

Online learning in Markov decision processes with arbitrarily changing rewards and transitions. - Jia Yuan Yu; Shie Mannor (GAMENETS, 2009)

Piecewise-stationary bandit problems with side observations. - Jia Yuan Yu; Shie Mannor (ICML, 2009)

Online Learning with Sample Path Constraints. - Shie Mannor; John N. Tsitsiklis; Jia Yuan Yu (J. Mach. Learn. Res., 2009)

Markov Decision Processes with Arbitrary Reward Processes. - Jia Yuan Yu; Shie Mannor; Nahum Shimkin (Math. Oper. Res., 2009)

Lipschitz Bandits without the Lipschitz Constant. - Sébastien Bubeck; Gilles Stoltz; Jia Yuan Yu (ALT, 2011)

Adaptive and Optimal Online Linear Regression on ℓ1-Balls. - Sébastien Gerchinovitz; Jia Yuan Yu (ALT, 2011)

Unimodal Bandits. - Jia Yuan Yu; Shie Mannor (ICML, 2011)

Mean field equilibria of multi armed bandit games. - Ramakrishna Gummadi; Ramesh Johari; Jia Yuan Yu (Allerton Conference, 2012)

Mean field equilibria of multiarmed bandit games. - Ramakrishna Gummadi; Ramesh Johari; Jia Yuan Yu (EC, 2012)

Sample Complexity of Risk-Averse Bandit-Arm Selection. - Jia Yuan Yu; Evdokia Nikolova (IJCAI, 2013)

Data-driven Distributionally Robust Polynomial Optimization. - Martin Mevissen; Emanuele Ragnoli; Jia Yuan Yu (NIPS, 2013)

Traffic Management Using RTEC in OWL 2 RL. - Bernard Gorman; Jakub Marecek; Jia Yuan Yu (ISWC (Industry Track), 2014)

Congestion Management by Interval Signaling. - Jakub Marecek; Robert Shorten; Jia Yuan Yu (CoRR, 2014)

Congestion Management by Obfuscation. - Jakub Marecek; Robert Shorten; Jia Yuan Yu (CoRR, 2014)

Functional Bandits. - Long Tran-Thanh; Jia Yuan Yu (CoRR, 2014)

Adaptive and optimal online linear regression on l1-balls. - Sébastien Gerchinovitz; Jia Yuan Yu (Theor. Comput. Sci., 2014)

Sensor Selection for Crowdsensing Dynamical Systems. - François Schnitzler; Jia Yuan Yu; Shie Mannor (AISTATS, 2015)

Signaled Queueing. - Laura Brink; Robert Shorten; Jia Yuan Yu (AAMAS, 2015)

Real-time Bidding based Vehicle Sharing. - Yinlam Chow; Jia Yuan Yu (AAMAS, 2015)

Asynchronous algorithms for network utility maximisation with a single bit. - Fabian R. Wirth; Sonja Stüdli; Jia Yuan Yu; Martin J. Corless; Robert Shorten (ECC, 2015)

Central-limit approach to risk-aware Markov decision processes. - Pengqian Yu; Jia Yuan Yu; Huan Xu (CoRR, 2015)

Signalling and obfuscation for congestion control. - Jakub Marecek; Robert Shorten; Jia Yuan Yu (Int. J. Control, 2015)

Mining hidden constrained streams in practice: Informed search in dynamic filter spaces. - Nikolaos Panagiotou; Ioannis Katakis 001; Dimitrios Gunopulos; Vana Kalogeraki; Elizabeth Daly; Jia Yuan Yu; Brendan O'Brien (ASONAM, 2016)

Crowdsourced electricity demand forecast. - Kenneth Humphreys; Jia Yuan Yu (ISC2, 2016)

INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data. - Nikolaos Panagiotou; Nikolas Zygouras; Ioannis Katakis 001; Dimitrios Gunopulos; Nikos Zacheilas; Ioannis Boutsis; Vana Kalogeraki; Stephen Lynch; Brendan O'Brien; Dermot Kinane; Jakub Marecek; Jia Yuan Yu; et al. (ECML/PKDD (3), 2016)

Effect of Reward Function Choices in Risk-Averse Reinforcement Learning. - Shuai Ma 004; Jia Yuan Yu (CoRR, 2016)

Pricing Vehicle Sharing with Proximity Information. - Jakub Marecek; Robert Shorten; Jia Yuan Yu (CoRR, 2016)

r-extreme signalling for congestion control. - Jakub Marecek; Robert Shorten; Jia Yuan Yu (Int. J. Control, 2016)

On the Design of Campus Parking Systems With QoS Guarantees. - Wynita M. Griggs; Jia Yuan Yu; Fabian R. Wirth; Florian Hausler; Robert Shorten (IEEE Trans. Intell. Transp. Syst., 2016)

Joint Energy Demand Prediction and Control. - Mehdi Merai; Jia Yuan Yu (AFRICATEK, 2017)

The merits of sharing a ride. - Pooyan Ehsani; Jia Yuan Yu (Allerton, 2017)

Transition-based versus state-based reward functions for MDPs with Value-at-Risk. - Shuai Ma 004; Jia Yuan Yu (Allerton, 2017)

On charge point anxiety and the sharing economy. - Eoin Thompson; Rodrigo H. Ordóñez-Hurtado; Wynita M. Griggs; Jia Yuan Yu; Brian Mulkeen; Robert Shorten (ITSC, 2017)

Distributed Multi-resource Allocation with Little Communication Overhead. - Syed Eqbal Alam; Robert Shorten; Fabian Wirth; Jia Yuan Yu (CoRR, 2017)

Ridesharing for emergency evacuation. - Joe Naoum-Sawaya; Jia Yuan Yu (INFOR Inf. Syst. Oper. Res., 2017)

A Reinforcement Learning Technique for Optimizing Downlink Scheduling in an Energy-Limited Vehicular Network. - Ribal F. Atallah; Chadi M. Assi; Jia Yuan Yu (IEEE Trans. Veh. Technol., 2017)

Derandomized Distributed Multi-resource Allocation with Little Communication Overhead. - Syed Eqbal Alam; Robert Shorten; Fabian Wirth; Jia Yuan Yu (Allerton, 2018)

Communication-efficient Distributed Multi-resource Allocation. - Syed Eqbal Alam; Robert Shorten; Fabian Wirth; Jia Yuan Yu (ISC2, 2018)

Distributed, Private, and Derandomized Allocation Algorithm for EV Charging. - Hamid Nabati; Jia Yuan Yu (ISC2, 2018)

Efficient Single-Shot Multibox Detector for Construction Site Monitoring. - Viral Thakar; Himani Saini; Walid Ahmed; Mohammad M. Soltani; Ahmed Aly; Jia Yuan Yu (ISC2, 2018)

Ensemble-based Adaptive Single-shot Multi-box Detector. - Viral Thakar; Walid Ahmed; Mohammad M. Soltani; Jia Yuan Yu (ISNCC, 2018)

A Cost-Aware Incentive Mechanism in Mobile Crowdsourcing Systems. - Ellen Mitsopoulou; Ioannis Boutsis; Vana Kalogeraki; Jia Yuan Yu (MDM, 2018)

Distributed and Efficient Resource Balancing Among Many Suppliers and Consumers. - Kamal Chaturvedi; Jia Yuan Yu; Shrisha Rao 001 (SMC, 2018)

On the control of agents coupled through shared resources. - Syed Eqbal Alam; Robert Shorten; Fabian Wirth; Jia Yuan Yu (CoRR, 2018)

Distribution Estimation in Discounted MDPs via a Transformation. - Shuai Ma 004; Jia Yuan Yu (CoRR, 2018)

Distributed Algorithms for Internet-of-Things enabled Prosumer Markets: A Control Theoretic Perspective. - Syed Eqbal Alam; Robert Shorten; Fabian Wirth; Jia Yuan Yu (CoRR, 2018)

State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning. - Shuai Ma 004; Jia Yuan Yu (AAAI, 2019)

Scheduling Electric Vehicles to Chargers through Iterative Double Auction Mechanism. - Jie Gao 010; Jia Yuan Yu; Chun Wang; Terrence Wong (ISC2, 2019)

Low-Latency Service Schedule Orchestration in NFV-based Networks. - Hyame Assem Alameddine; Chadi Assi; Mosaddek Hossain Kamal Tushar; Jia Yuan Yu (NetSoft, 2019)

Variance-Based Risk Estimations in Markov Processes via Transformation with State Lumping. - Shuai Ma 004; Jia Yuan Yu (SMC, 2019)

A Scheme for Dynamic Risk-Sensitive Sequential Decision Making. - Shuai Ma 004; Jia Yuan Yu; Ahmet Satir (CoRR, 2019)

Risk-Averse Action Selection Using Extreme Value Theory Estimates of the CVaR. - Dylan Troop; Frédéric Godin; Jia Yuan Yu (CoRR, 2019)

Nonhomogeneous Place-dependent Markov Chains, Unsynchronised AIMD, and Optimisation. - Fabian R. Wirth; Sonja Stüdli; Jia Yuan Yu; Martin Corless; Robert Shorten (J. ACM, 2019)

Transformer Decoder Based Reinforcement Learning Approach for Conversational Response Generation. - Farshid Faal; Jia Yuan Yu; Ketra A. Schmitt (IJCNN, 2020)

Reinforcement Mechanism Design for Electric Vehicle Demand Response in Microgrid Charging Stations. - Luyang Hou; Shuai Ma; Jun Yan 007; Chun Wang; Jia Yuan Yu (IJCNN, 2020)

Detecting Fashion Apparels and their Landmarks. - Himani Saini; Viral Thakar; Riddhi Dasani; Jia Yuan Yu (WI/IAT, 2020)

The Convergence of Finite-Averaging of AIMD for Distributed Heterogeneous Resource Allocations. - Syed Eqbal Alam; Fabian Wirth; Jia Yuan Yu; Robert Shorten (CoRR, 2020)

Generating Embroidery Patterns Using Image-to-Image Translation. - Mohammad Akif Beg; Jia Yuan Yu (CoRR, 2020)

Domain Adaptation Multi-task Deep Neural Network for Mitigating Unintended Bias in Toxic Language Detection. - Farshid Faal; Jia Yuan Yu; Ketra A. Schmitt (ICAART (2), 2021)

Protecting marginalized communities by mitigating discrimination in toxic language detection. - Farshid Faal; Ketra A. Schmitt; Jia Yuan Yu (ISTAS, 2021)

Bias-corrected peaks-over-threshold estimation of the CVaR. - Dylan Troop; Frédéric Godin; Jia Yuan Yu (UAI, 2021)

Weakly-supervised learning for community detection based on graph convolution in attributed networks. - Xiaofeng Wang 004; Jianhua Li 001; Li Yang; Hongmei Mi; Jia Yuan Yu (Int. J. Mach. Learn. Cybern., 2021)

RainbowTag: a Fiducial Marker System with a New Color Segmentation Algorithm. - László Egri; Hamid Nabati; Jia Yuan Yu (ICCVE, 2022)

A Reliable and Simple Method to Estimate the Electric-Vehicle Battery State-of-Health. - Vanessa Quintero; Claudio Estevez; Marcos E. Orchard; Aramis Pérez; Jia Yuan Yu; Xiang Yu (ICCVE, 2022)

A Price-Based Iterative Double Auction for Charger Sharing Markets. - Jie Gao 010; Terrence Wong; Chun Wang; Jia Yuan Yu (IEEE Trans. Intell. Transp. Syst., 2022)

Reward modeling for mitigating toxicity in transformer-based language models. - Farshid Faal; Ketra A. Schmitt; Jia Yuan Yu (Appl. Intell., 2023)

Correcting Biases of Shapley Value Attributions for Informative Machine Learning Model Explanations. - Ningsheng Zhao; Jia Yuan Yu; Trang Bui; Krzysztof Dzieciolowski (CIKM, 2024)

Error Analysis of Shapley Value-Based Model Explanations: An Informative Perspective. - Ningsheng Zhao; Jia Yuan Yu; Krzysztof Dzieciolowski; Trang Bui (SAIV, 2024)

On unique ergodicity of coupled AIMD flows. - Pietro Ferraro; Jia Yuan Yu; Ramen Ghosh; Syed Eqbal Alam; Jakub Marecek; Fabian Wirth; Robert Shorten (Int. J. Control, 2024)

Outperformance Score: A Universal Standardization Method for Confusion-Matrix-Based Classification Performance Metrics. - Ningsheng Zhao; Trang Bui; Jia Yuan Yu; Krzysztof Dzieciolowski (CoRR, 2025)