I-Hong Hou

1. Timely Communications for Remote Inference
   2024/04/30 by Md Kamran Chowdhury Shisher, Yin Sun, I-Hong Hou · 9 citations
   Computer Science · #Context-Aware Activity Recognition Systems #Energy Efficient Wireless Sensor Networks #IoT and Edge/Fog Computing
2. NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL
   2021/10/05 by Khaled Nakhleh, Nakhleh, Khaled, S R Seyyed Alizadeh Ganji +7 · 4 citations
   Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management
3. Contextual Restless Multi-Armed Bandits with Application to Demand Response Decision-Making
   2024/03/22 by Xin Chen, I-Hong Hou, Chen, Xin +1 · 4 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Smart Grid Energy Management
4. DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs
   2022/09/18 by Khaled Nakhleh, I-Hong Hou, Nakhleh, Khaled +1 · 2 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Energy Management
5. AoI, Timely-Throughput, and Beyond: A Theory of Second-Order Wireless Network Optimization
   2024/07/22 by Daojing Guo, Guo, Daojing, Khaled Nakhleh +7 · 3 citations
   Computer Science · Engineering · #Advanced Wireless Network Optimization #Age of Information Optimization #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Wireless Networks and Protocols
6. A Non-Monetary Protocol for Peer-to-Peer Content Distribution in Wireless Broadcast Networks with Network Coding
   2012/12/03 by I-Hong Hou, Yao Liu, Hou, I-Hong +3 · 1 citation
   Computer Science · #Caching and Content Delivery #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Peer-to-Peer Network Technologies #cs.NI
7. Deep Index Policy for Multi-Resource Restless Matching Bandit and Its Application in Multi-Channel Scheduling
   2024/08/13 by Nida Zamir, I-Hong Hou, Zamir, Nida +1 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Wireless Network Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems
8. Throughput-Optimal Scheduling for Multi-Hop Networked Transportation Systems With Switch-Over Delay
   2017/01/15 by Ping-Chun Hsieh, Xi Liu, Hsieh, Ping-Chun +10 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Network Traffic and Congestion Control #Networking and Internet Architecture (cs.NI) #Traffic control and management #Vehicular Ad Hoc Networks (VANETs) #cs.NI
9. Pathwise Performance of Debt Based Policies for Wireless Networks with Hard Delay Constraints
   2013/09/15 by Rahul Singh, I-Hong Hou, Singh, Rahul +3 · 2 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #cs.NI
10. Age of Information for Single Buffer Systems with Vacation Server
    2020/04/24 by Jin Xu, I-Hong Hou, Xu, Jin +3 · 1 citation
    Computer Science · Engineering · Psychology · #Age of Information Optimization #Cognitive Functions and Memory #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #IoT Networks and Protocols #Optimization and Control (math.OC) #Performance (cs.PF) #Probability (math.PR)