Carlee Joe‐Wong

1. Towards Flexible Device Participation in Federated Learning
   2020/06/12 by Yichen Ruan, Xiaoxi Zhang, Ruan, Yichen +5 · 5 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Age of Information Optimization
2. Hierarchical Conversational Preference Elicitation with Bandit Feedback
   2022/09/06 by Jinhang Zuo, Songwen Hu, Zuo, Jinhang +9 · 5 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Smart Grid Energy Management
3. Smart data pricing
   2015/11/23 by Soumya Sen, Carlee Joe-Wong, Carlee Joe‐Wong +2 · 5 citations
   Computer Science · Engineering · #Network Traffic and Congestion Control #Power Line Communications and Noise #ICT Impact and Policies
4. Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms
   2022/08/31 by Xutong Liu, Jinhang Zuo, Liu, Xutong +9 · 6 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Optimization and Search Problems #IoT and Edge/Fog Computing
5. Observe Before Play: Multi-armed Bandit with Pre-observations
   2019/11/21 by Jinhang Zuo, Zuo, Jinhang, Xiaoxi Zhang +3 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics
6. Online Competitive Influence Maximization
   2020/06/24 by Jinhang Zuo, Xutong Liu, Zuo, Jinhang +7 · 2 citations
   Computer Science · Decision Sciences · Physics and Astronomy · #Advanced Bandit Algorithms Research #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Social and Information Networks (cs.SI)
7. An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems
   2024/03/25 by Hanqing Yang, Marie Siew, Yang, Hanqing +3 · 3 citations
   Engineering · #Artificial Intelligence (cs.AI) #Digital Transformation in Industry #Ergonomics and Human Factors #FOS: Computer and information sciences #FOS: Electrical engineering #Flexible and Reconfigurable Manufacturing Systems #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
8. Network-Aware Optimization of Distributed Learning for Fog Computing
   2020/04/17 by Su Wang, Wang, Su, Yichen Ruan +9 · 1 citation
   Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
9. Characterizing Internal Evasion Attacks in Federated Learning
   2022/09/17 by Taejin Kim, Kim, Taejin, Shubhranshu Singh +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
10. Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability
    2024/09/26 by Ming Xiang, Stratis Ioannidis, Xiang, Ming +7 · 2 citations
    Computer Science · Social Sciences · #Access Control and Trust #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
11. Towards Bias Correction of FedAvg over Nonuniform and Time-Varying Communications
    2023/06/01 by Ming Xiang, Xiang, Ming, Stratis Ioannidis +7 · 1 citation
    Computer Science · #Age of Information Optimization #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
12. GiPH: Generalizable Placement Learning for Adaptive Heterogeneous Computing
    2023/05/23 by Yi Hu, Hu, Yi, Chaoran Zhang +14 · 1 citation
    Computer Science · Engineering · #Age of Information Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Green IT and Sustainability #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
13. Fair Concurrent Training of Multiple Models in Federated Learning
    2024/04/22 by Marie Siew, Haoran Zhang, Siew, Marie +15 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
14. FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning
    2024/10/24 by I-Cheng Lin, Osman Yağan, Lin, I-Cheng +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
15. MOVI: A Model-Free Approach to Dynamic Fleet Management
    2018/04/13 by Takuma Oda, Carlee Joe‐Wong, Oda, Takuma +1 · 1 citation
    Engineering · Social Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Traffic control and management #Transportation Planning and Optimization #Transportation and Mobility Innovations