Howard H. Yang

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 167

Top Venues

CoRR

IEEE Trans. Wirel. Commun.

GLOBECOM

ICC

Publications

Zihan Chen, Howard H. Yang, Y. C. Tay, Kai Fong Ernest Chong, Tony Q. S. Quek
The Role of Federated Learning in a Wireless World with Foundation Models. IEEE Wirel. Commun. 31 (3) (2024)
Jiaqi Zhu, Nikolaos Pappas, Howard H. Yang
Boosting Dynamic TDD in Small Cell Networks by the Multiplicative Weight Update Method. WCNC (2024)
Howard H. Yang, Zihan Chen, Tony Q. S. Quek
Unleashing Edgeless Federated Learning With Analog Transmissions. IEEE Trans. Signal Process. 72 (2024)
Kun Ma, Chenyuan Feng, Giovanni Geraci, Howard H. Yang
The Meta Distribution of the SIR in Joint Communication and Sensing Networks. CoRR (2024)
Xinyi Hu, Nikolaos Pappas, Howard H. Yang
Version age-based client scheduling policy for federated learning. CoRR (2024)
Chenhao Wang, Zihan Chen, Nikolaos Pappas, Howard H. Yang, Tony Q. S. Quek, H. Vincent Poor
Adaptive Federated Learning Over the Air. CoRR (2024)
Zhengchuan Chen, Kang Lang, Nikolaos Pappas, Howard H. Yang, Min Wang, Zhong Tian, Tony Q. S. Quek
Timeliness of Status Update System: The Effect of Parallel Transmission Using Heterogeneous Updating Devices. CoRR (2024)
Chao Xu, Xinyan Zhang, Howard H. Yang, Xijun Wang, Nikolaos Pappas, Dusit Niyato, Tony Q. S. Quek
Optimal Status Updates for Minimizing Age of Correlated Information in IoT Networks With Energy Harvesting Sensors. IEEE Trans. Mob. Comput. 23 (6) (2024)
Mengqiu Zhou, Meng Zhang, Howard H. Yang, Roy D. Yates
Age-minimal CPU Scheduling. INFOCOM (2024)
Jiaqi Zhu, Nikolaos Pappas, Howard H. Yang
Boosting Dynamic TDD in Small Cell Networks by the Multiplicative Weight Update Method. CoRR (2024)
Kun Ma, Chenyuan Feng, Giovanni Geraci, Howard H. Yang
The Meta Distribution of the SIR in Joint Communication and Sensing Networks. ICC Workshops (2024)
Zihan Chen, Howard H. Yang, Tony Q. S. Quek, Kai Fong Ernest Chong
Spectral Co-Distillation for Personalized Federated Learning. CoRR (2024)
Yongquan Wei, Xijun Wang, Kun Guo, Howard H. Yang, Xiang Chen
FedDS: Data Selection for Streaming Federated Learning with Limited Storage. WCNC (2024)
Kang Lang, Zhengchuan Chen, Nikolaos Pappas, Howard H. Yang, Yunjian Jia, Tony Q. S. Quek
The Effect of Device Redundancy in Timeliness of Information. ICC (2023)
Chaoqun You, Kun Guo, Howard H. Yang, Tony Q. S. Quek
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks. CoRR (2023)
Fangming Zhao, Nikolaos Pappas, Chuan Ma, Xinghua Sun, Tony Q. S. Quek, Howard H. Yang
Age-Threshold Slotted ALOHA for Optimizing Information Freshness in Mobile Networks. CoRR (2023)
Howard H. Yang, Nikolaos Pappas, Tony Q. S. Quek, Martin Haenggi
Analysis of the Age of Information in Age-Threshold Slotted ALOHA. WiOpt (2023)
Zihan Chen, Zeshen Li, Howard H. Yang, Tony Q. S. Quek
Personalizing Federated Learning with Over-the-Air Computations. CoRR (2023)
Meiyan Song, Hangguan Shan, Yaru Fu, Howard H. Yang, Fen Hou, Wei Wang, Tony Q. S. Quek
Joint User-Side Recommendation and D2D-Assisted Offloading for Cache-Enabled Cellular Networks With Mobility Consideration. IEEE Trans. Wirel. Commun. 22 (11) (2023)
Chenhao Wang, Zihan Chen, Howard H. Yang, Nikolaos Pappas
Adaptive Gradient Methods For Over-the-Air Federated Learning. SPAWC (2023)
Zhengchuan Chen, Kang Lang, Howard H. Yang, Nikolaos Pappas, Min Wang, Tony Q. S. Quek
Age of Information of a Dual Queue Status Update System: A Stochastic Hybrid Systems Method. IEEE Commun. Lett. 27 (7) (2023)
Zikai Xiao, Zihan Chen, Songshang Liu, Hualiang Wang, Yang Feng, Jin Hao, Joey Tianyi Zhou, Jian Wu, Howard H. Yang, Zuozhu Liu
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer. NeurIPS (2023)
Zihan Chen, Howard H. Yang, Tony Q. S. Quek
Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning. CoRR (2023)
Simon Hu, Yin Ye, Qinru Hu, Xin Liu, Shaosheng Cao, Howard H. Yang, Yongdong Shen, Panagiotis Angeloudis, Leandro Parada, Chao Wu
A Federated Learning-Based Framework for Ride-Sourcing Traffic Demand Prediction. IEEE Trans. Veh. Technol. 72 (11) (2023)
Zihan Chen, Zeshen Li, Howard H. Yang, Tony Q. S. Quek
Personalizing Federated Learning with Over-The-Air Computations. ICASSP (2023)
Muhammad Azeem Khan, Howard H. Yang, Zihan Chen, Antonio Iera, Nikolaos Pappas
Value of Information and Timing-aware Scheduling for Federated Learning. CoRR (2023)
Yuxuan Zhang, Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek
DPP-Based Client Selection for Federated Learning with NON-IID DATA. ICASSP (2023)
Howard H. Yang, Meiyan Song, Chao Xu, Xijun Wang, Tony Q. S. Quek
Locally Adaptive Status Updating for Optimizing Age of Information in Poisson Networks. IEEE Trans. Mob. Comput. 22 (12) (2023)
Yuxuan Zhang, Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek
DPP-based Client Selection for Federated Learning with Non-IID Data. CoRR (2023)
Yanwen Xia, Qi Zhang, Howard H. Yang, Wenchao Xia, Hongbo Zhu
On the Grant-Free Random Access in Multicell Massive MIMO Systems: Spatiotemporal Modeling and Backoff Scheme Optimization. IEEE Internet Things J. 10 (14) (2023)
Zihan Chen, Howard H. Yang, Y. C. Tay, Kai Fong Ernest Chong, Tony Q. S. Quek
The Role of Federated Learning in a Wireless World with Foundation Models. CoRR (2023)
Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas
Age of Information Under Frame Slotted ALOHA-Based Status Updating Protocol. IEEE J. Sel. Areas Commun. 41 (7) (2023)
Zhengrong Song, Chuan Ma, Ming Ding, Howard H. Yang, Yuwen Qian, Xiangwei Zhou
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing. CoRR (2023)
Meiyan Song, Howard H. Yang, Hangguan Shan, Jemin Lee, Tony Q. S. Quek
Age of Information in Wireless Networks: Spatiotemporal Analysis and Locally Adaptive Power Control. IEEE Trans. Mob. Comput. 22 (6) (2023)
Wendi Wang, Zihan Chen, Nikolaos Pappas, Howard H. Yang
Federated Learning with Partial Gradients Over-the-Air. SECON (2023)
Xinyi Hu, Hangxiang Fang, Ling Zhang, Xue Zhang, Howard H. Yang, Dongxiao Yang, Bo Peng, Zheyang Li, Haoji Hu
Dynamic connection pruning for densely connected convolutional neural networks. Appl. Intell. 53 (16) (2023)
Howard H. Yang, Nikolaos Pappas, Tony Q. S. Quek, Martin Haenggi
Analysis of the Age of Information in Age-Threshold Slotted ALOHA. CoRR (2023)
Zhengchuan Chen, Dapeng Deng, Howard H. Yang, Nikolaos Pappas, Limei Hu, Yunjian Jia, Min Wang, Tony Q. S. Quek
Analysis of Age of Information in Dual Updating Systems. IEEE Trans. Wirel. Commun. 22 (11) (2023)
Zihan Chen, Howard H. Yang, Tony Q. S. Quek
Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning. IEEE Commun. Mag. 61 (12) (2023)
Xinzhi Ouyang, Chenyuan Feng, Daquan Feng, Howard H. Yang
Privacy-Preserving Mobility-Aware Federated Collaborative Filtering Framework for Caching Prediction in Vehicular Networks. SECON (2023)
Muhammad Azeem Khan, Howard H. Yang, Zihan Chen, Antonio Iera, Nikolaos Pappas
Value of Information and Timing-aware Scheduling for Federated Learning. CSCN (2023)
Chaoqun You, Daquan Feng, Kun Guo, Howard H. Yang, Chenyuan Feng, Tony Q. S. Quek
Semi-Synchronous Personalized Federated Learning Over Mobile Edge Networks. IEEE Trans. Wirel. Commun. 22 (4) (2023)
Yanwu Lu, Howard H. Yang, Nikolaos Pappas, Giovanni Geraci, Chuan Ma, Tony Q. S. Quek
Analysis of Age of Information in Non-terrestrial Networks. CoRR (2023)
Yue Zhang, Hangguan Shan, Meiyan Song, Howard H. Yang, Xuemin Shen, Qi Zhang, Xianhua He
Packet-Level Throughput Analysis and Energy Efficiency Optimization for UAV-Assisted IAB Heterogeneous Cellular Networks. IEEE Trans. Veh. Technol. 72 (7) (2023)
Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas
Age of Information in Locally Adaptive Frame Slotted ALOHA. CoRR (2023)
Chaoqun You, Kun Guo, Howard H. Yang, Tony Q. S. Quek
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks. IEEE Trans. Wirel. Commun. 22 (11) (2023)
Zhengrong Song, Chuan Ma, Ming Ding, Howard H. Yang, Yuwen Qian, Xiangwei Zhou
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing. ICCC (2023)
Xiang Chen, Zhiheng Guo, Xijun Wang, Howard H. Yang, Chenyuan Feng, Junshen Su, Sihui Zheng, Tony Q. S. Quek
Foundation Model Based Native AI Framework in 6G with Cloud-Edge-End Collaboration. CoRR (2023)
Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas
Age of Information Under Frame Slotted ALOHA in Random Access Networks. ISIT (2023)
Chenyuan Feng, Howard H. Yang, Siye Wang, Zhongyuan Zhao, Tony Q. S. Quek
Hybrid Learning: When Centralized Learning Meets Federated Learning in the Mobile Edge Computing Systems. IEEE Trans. Commun. 71 (12) (2023)
Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas
Age of Information in Locally Adaptive Frame Slotted ALOHA. WiOpt (2023)
Yanwu Lu, Howard H. Yang, Nikolaos Pappas, Giovanni Geraci, Chuan Ma, Tony Q. S. Quek
Analysis of Age of Information in Non-terrestrial Networks. GLOBECOM (Workshops) (2023)
Zihan Chen, Howard H. Yang, Tony Q. S. Quek, Kai Fong Ernest Chong
Spectral Co-Distillation for Personalized Federated Learning. NeurIPS (2023)
Tianqing Yang, Zhengchuan Chen, Howard H. Yang, Nikolaos Pappas, Min Wang, Yunjian Jia, Tony Q. S. Quek
On the Information Freshness of A Two-Sensor Status Update System. VTC Fall (2023)
Yongquan Wei, Xijun Wang, Kun Guo, Howard H. Yang, Xinghua Sun, Xiang Chen
Joint Local Training and Device Scheduling for Heterogeneous Federated Learning. WCSP (2023)
Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas
Age of Information Under Frame Slotted ALOHA-Based Status Updating Protocol. CoRR (2023)
Chao Xu, Xinyan Zhang, Howard H. Yang, Xijun Wang, Nikolaos Pappas, Dusit Niyato, Tony Q. S. Quek
Optimal Status Updates for Minimizing Age of Correlated Information in IoT Networks with Energy Harvesting Sensors. CoRR (2023)
Lifei Ma, Xijun Wang, Howard H. Yang, Chao Xu, Xinghua Sun, Xiang Chen
Timely Delivery of Sensing Information in Joint Sensing and Communication Systems. GLOBECOM (2023)
Howard H. Yang, Zihan Chen, Tony Q. S. Quek
Server Free Wireless Federated Learning: Architecture, Algorithm, and Analysis. CoRR (2022)
Hongguang Sun, Huanhuan Shen, Howard H. Yang, Xijun Wang, Jingmin Liu, Shuqin Li, Tony Q. S. Quek
Impacts of User Association and Power Control on AoI in Multi-Tier Cellular-Based IoT Networks. IEEE Wirel. Commun. Lett. 11 (6) (2022)
Kailei Xu, Howard H. Yang, Zhongyuan Zhao, Wei Hong, Tony Q. S. Quek, Mugen Peng
Pruning Analog Over-the-Air Distributed Learning Models with Accuracy Loss Guarantee. ICC (2022)
Zihan Chen, Songshang Liu, Hualiang Wang, Howard H. Yang, Tony Q. S. Quek, Zuozhu Liu
Towards Federated Long-Tailed Learning. CoRR (2022)
Meiyan Song, Hangguan Shan, Howard H. Yang, Tony Q. S. Quek
Joint Optimization of Fractional Frequency Reuse and Cell Clustering for Dynamic TDD Small Cell Networks. IEEE Trans. Wirel. Commun. 21 (1) (2022)
Yanwen Xia, Qi Zhang, Howard H. Yang, Hongbo Zhu
Grant-Free Random Access for Multicell Massive MIMO: Spatiotemporal Modeling with Collision Area. GLOBECOM (2022)
Dapeng Deng, Zhengchuan Chen, Howard H. Yang, Nikolaos Pappas, Limei Hu, Min Wang, Yunjian Jia, Tony Q. S. Quek
Information Freshness in A Dual Monitoring System. GLOBECOM (2022)
Hanwen Chen, Howard H. Yang, Qin Tao, Caijun Zhong
Coverage Analysis of Cell-Edge Users in Reconfigurable Intelligent Surface-Assisted Cellular Networks. WCSP (2022)
Howard H. Yang, Zuozhu Liu, Yaru Fu, Tony Q. S. Quek, H. Vincent Poor
Federated Stochastic Gradient Descent Begets Self-Induced Momentum. ICASSP (2022)
Tianqing Yang, Zhengchuan Chen, Howard H. Yang, Min Wang, Yunjian Jia, Tony Q. S. Quek
Age of Information: A Two-Sensor Status Update System Monitoring The Same Process. CoRR (2022)
Howard H. Yang, Zuozhu Liu, Yaru Fu, Tony Q. S. Quek, H. Vincent Poor
Federated Stochastic Gradient Descent Begets Self-Induced Momentum. CoRR (2022)
Chenyuan Feng, Howard H. Yang, Deshun Hu, Zhiwei Zhao, Tony Q. S. Quek, Geyong Min
Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks. IEEE Trans. Wirel. Commun. 21 (10) (2022)
Zhendong Song, Hongguang Sun, Howard H. Yang, Xijun Wang, Yan Zhang, Tony Q. S. Quek
Reputation-Based Federated Learning for Secure Wireless Networks. IEEE Internet Things J. 9 (2) (2022)
Wanli Wen, Howard H. Yang, Wenchao Xia, Tony Q. S. Quek
Towards Fast and Energy-Efficient Hierarchical Federated Edge Learning: A Joint Design for Helper Scheduling and Resource Allocation. ICC (2022)
Chaoqun You, Daquan Feng, Kun Guo, Howard H. Yang, Tony Q. S. Quek
Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks. CoRR (2022)
Wanli Wen, Zihan Chen, Howard H. Yang, Wenchao Xia, Tony Q. S. Quek
Joint Scheduling and Resource Allocation for Hierarchical Federated Edge Learning. IEEE Trans. Wirel. Commun. 21 (8) (2022)
Xinghua Sun, Fangming Zhao, Howard H. Yang, Wen Zhan, Xijun Wang, Tony Q. S. Quek
Optimizing Age of Information in Random-Access Poisson Networks. IEEE Internet Things J. 9 (9) (2022)
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
Spatiotemporal Analysis for Age of Information in Random Access Networks Under Last-Come First-Serve With Replacement Protocol. IEEE Trans. Wirel. Commun. 21 (4) (2022)
Zhengchuan Chen, Dapeng Deng, Howard H. Yang, Nikolaos Pappas, Limei Hu, Yunjian Jia, Min Wang, Tony Q. S. Quek
Analysis of Age of Information in Dual Updating Systems. CoRR (2022)
Yue Zhang, Hangguan Shan, Meiyan Song, Howard H. Yang, Qi Zhang, Xianhua He
Throughput Analysis of UAV-assisted IAB Cellular Networks with Heterogeneous Traffic. WCNC (2022)
Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas
Non-linear Information Freshness in Large Scale Random Access Networks. GLOBECOM (Workshops) (2022)
Kun Guo, Zihan Chen, Howard H. Yang, Tony Q. S. Quek
Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks. IEEE J. Sel. Top. Signal Process. 16 (1) (2022)
Meiyan Song, Howard H. Yang, Hangguan Shan, Jemin Lee, Huaming Lin, Tony Q. S. Quek
Locally Adaptive Power Control for Optimizing Age of Information in Wireless Networks. WCNC (2022)
Howard H. Yang, Zihan Chen, Tony Q. S. Quek, H. Vincent Poor
Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference. IEEE J. Sel. Top. Signal Process. 16 (3) (2022)
Xijun Wang, Minghao Fang, Chao Xu, Howard H. Yang, Xinghua Sun, Xiang Chen, Tony Q. S. Quek
When to Preprocess? Keeping Information Fresh for Computing-Enable Internet of Things. IEEE Internet Things J. 9 (6) (2022)
Haowei Xu, Xinghua Sun, Howard H. Yang, Ziyang Guo, Peng Liu, Tony Q. S. Quek
Fair Coexistence in Unlicensed Band for Next Generation Multiple Access: The Art of Learning. ICC (2022)
Chao Xu, Yiping Xie, Xijun Wang, Howard H. Yang, Dusit Niyato, Tony Q. S. Quek
Optimal Status Update for Caching Enabled IoT Networks: A Dueling Deep R-Network Approach. IEEE Trans. Wirel. Commun. 20 (12) (2021)
Lifeng Lai, Daquan Feng, Fu-Chun Zheng, Xijun Wang, Howard H. Yang, Tony Q. S. Quek
CQI-Based Interference Detection and Resource Allocation With QoS Provision in LTE-U Systems. IEEE Trans. Veh. Technol. 70 (2) (2021)
Howard H. Yang, Zihan Chen, Tony Q. S. Quek, H. Vincent Poor
Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference. CoRR (2021)
Zhendong Song, Hongguang Sun, Howard H. Yang, Xijun Wang, Tony Q. S. Quek
Federated Learning in Multi-antenna Wireless Networks. ICC Workshops (2021)
Chao Xu, Yiping Xie, Xijun Wang, Howard H. Yang, Dusit Niyato, Tony Q. S. Quek
Optimizing the Long-Term Average Reward for Continuing MDPs: A Technical Report. CoRR (2021)
Wenrong Chen, Lingxiang Li, Zhi Chen, Howard H. Yang, Tony Q. S. Quek
Mobility and Blockage-induced Beam Misalignment and Throughput Analysis for THz Networks. GLOBECOM (2021)
Yaru Fu, Howard H. Yang, Khai Nguyen Doan, Chenxi Liu, Xijun Wang, Tony Q. S. Quek
Effective Cache-Enabled Wireless Networks: An Artificial Intelligence- and Recommendation-Oriented Framework. IEEE Veh. Technol. Mag. 16 (1) (2021)
Meiyan Song, Howard H. Yang, Hangguan Shan, Jemin Lee, Huaming Lin, Tony Q. S. Quek
Analysis of AoI Violation Probability in Wireless Networks. ISWCS (2021)
Xijun Wang, Minghao Fang, Chao Xu, Howard H. Yang, Xinghua Sun, Xiang Chen, Tony Q. S. Quek
When to Preprocess? Keeping Information Fresh for Computing Enable Internet of Things. CoRR (2021)
Kyeong-Rok Kim, Howard H. Yang, Tony Q. S. Quek, Jae-Hyun Kim
Performance Maximization of Satellite SAR image Processing using Reinforcement Learning. ICTC (2021)
Chenyuan Feng, Howard H. Yang, Deshun Hu, Zhiwei Zhao, Tony Q. S. Quek, Geyong Min
Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks. CoRR (2021)
Yaru Fu, Zhong Yang, Tony Q. S. Quek, Howard H. Yang
Towards Cost Minimization for Wireless Caching Networks With Recommendation and Uncharted Users' Feature Information. IEEE Trans. Wirel. Commun. 20 (10) (2021)
Howard H. Yang, Chao Xu, Xijun Wang, Daquan Feng, Tony Q. S. Quek
Understanding Age of Information in Large-Scale Wireless Networks. IEEE Trans. Wirel. Commun. 20 (5) (2021)
Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Shi Jin
Spatiotemporal Modeling of Massive MIMO Systems With Mixed-Type IoT Devices: Scheduling Optimization With Delay Constraints. IEEE Internet Things J. 8 (12) (2021)
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
Spatiotemporal Analysis for Age of Information in Random Access Networks under Last-Come First-Serve with Replacement Protocol. CoRR (2021)
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
Optimizing Information Freshness in Wireless Networks: A Stochastic Geometry Approach. IEEE Trans. Mob. Comput. 20 (6) (2021)

Howard H. Yang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Howard H. Yang