| 2024 | CIKM | Correcting Biases of Shapley Value Attributions for Informative Machine Learning Model Explanations. | Ningsheng Zhao, Jia Yuan Yu, Trang Bui, Krzysztof Dzieciolowski |
| 2021 | ICAART | Domain Adaptation Multi-task Deep Neural Network for Mitigating Unintended Bias in Toxic Language Detection. | Farshid Faal, Jia Yuan Yu, Ketra A. Schmitt |
| 2021 | ISTAS | Protecting marginalized communities by mitigating discrimination in toxic language detection. | Farshid Faal, Ketra A. Schmitt, Jia Yuan Yu |
| 2021 | UAI | Bias-corrected peaks-over-threshold estimation of the CVaR. | Dylan Troop, Frdric Godin, Jia Yuan Yu |
| 2020 | IJCNN | Transformer Decoder Based Reinforcement Learning Approach for Conversational Response Generation. | Farshid Faal, Jia Yuan Yu, Ketra A. Schmitt |
| 2020 | IJCNN | Reinforcement Mechanism Design for Electric Vehicle Demand Response in Microgrid Charging Stations. | Luyang Hou, Shuai Ma, Jun Yan, Chun Wang, Jia Yuan Yu |
| 2019 | AAAI | State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning. | Shuai Ma, Jia Yuan Yu |
| 2019 | NetSoft | Low-Latency Service Schedule Orchestration in NFV-based Networks. | Hyame Assem Alameddine, Chadi Assi, Mosaddek Hossain Kamal Tushar, Jia Yuan Yu |
| 2019 | SMC | Variance-Based Risk Estimations in Markov Processes via Transformation with State Lumping. | Shuai Ma, Jia Yuan Yu |
| 2018 | ISNCC | Ensemble-based Adaptive Single-shot Multi-box Detector. | Viral Thakar, Walid Ahmed, Mohammad M. Soltani, Jia Yuan Yu |
| 2018 | MDM | A Cost-Aware Incentive Mechanism in Mobile Crowdsourcing Systems. | Ellen Mitsopoulou, Ioannis Boutsis, Vana Kalogeraki, Jia Yuan Yu |
| 2018 | SMC | Distributed and Efficient Resource Balancing Among Many Suppliers and Consumers. | Kamal Chaturvedi, Jia Yuan Yu, Shrisha Rao |
| 2015 | AISTATS | Sensor Selection for Crowdsensing Dynamical Systems. | Franois Schnitzler, Jia Yuan Yu, Shie Mannor |
| 2013 | IJCAI | Sample Complexity of Risk-Averse Bandit-Arm Selection. | Jia Yuan Yu, Evdokia Nikolova |
| 2011 | ALT | Lipschitz Bandits without the Lipschitz Constant. | Sbastien Bubeck, Gilles Stoltz, Jia Yuan Yu |
| 2011 | ALT | Adaptive and Optimal Online Linear Regression on ℓ1-Balls. | Sbastien Gerchinovitz, Jia Yuan Yu |
| 2011 | ICML | Unimodal Bandits. | Jia Yuan Yu, Shie Mannor |
| 2009 | ICML | Piecewise-stationary bandit problems with side observations. | Jia Yuan Yu, Shie Mannor |
| 2008 | AAAI | Online Learning with Expert Advice and Finite-Horizon Constraints. | Branislav Kveton, Jia Yuan Yu, Georgios Theocharous, Shie Mannor |
| 2008 | ISAIM | A Lazy Approach to Online Learning with Constraints. | Branislav Kveton, Jia Yuan Yu, Georgios Theocharous, Shie Mannor |
| 2006 | INFOCOM | Asymptotics of Efficiency Loss in Competitive Market Mechanisms. | Jia Yuan Yu, Shie Mannor |